BibTex arXiv (pdf) Code

@inproceedings{li2022mask,
  title = {Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation},
  author = {Li, Feng and Zhang, Hao and Xu, Huaizhe and Liu, Shilong and Zhang, Lei and Ni, Lionel M. and Shum, Heung-Yeung},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2023}
}

BibTex arXiv (pdf)

@inproceedings{zhang2023mp,
  title = {MP-Former: Mask-piloted transformer for image segmentation},
  author = {Zhang, Hao and Li, Feng and Xu, Huaizhe and Huang, Shijia and Liu, Shilong and Ni, Lionel M and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2023}
}

BibTex arXiv (pdf) Code

@inproceedings{lin2023one,
  title = {One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer},
  author = {Lin, Jing and Zeng, Ailing and Wang, Haoqian and Zhang, Lei and Li, Yu},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2023}
}

BibTex arXiv (pdf) Code

@inproceedings{li2023lite,
  title = {Lite DETR: An interleaved multi-scale encoder for efficient detr},
  author = {Li, Feng and Zeng, Ailing and Liu, Shilong and Zhang, Hao and Li, Hongyang and Zhang, Lei and Ni, Lionel M},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2023}
}

BibTex arXiv (pdf)

@inproceedings{chen2023disco,
  title = {DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training},
  author = {Chen, Yihao and Qi, Xianbiao and Wang, Jianan and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2023}
}

BibTex arXiv (pdf) Code

@inproceedings{ju2023human,
  title = {Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes},
  author = {Ju, Xuan and Zeng, Ailing and Wang, Jianan and Xu, Qiang and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2023}
}

BibTex arXiv (pdf) Code

@inproceedings{zhang2023dino,
  title = {DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection},
  author = {Zhang, Hao and Li, Feng and Liu, Shilong and Zhang, Lei and Su, Hang and Zhu, Jun and Ni, Lionel M. and Shum, Heung-Yeung},
  booktitle = {ICLR},
  year = {2023}
}

BibTex arXiv (pdf) Code

@inproceedings{yang2023edpose,
  title = {Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation},
  author = {Yang, Jie and Zeng, Ailing and Liu, Shilong and Li, Feng and Zhang, Ruimao and Zhang, Lei},
  booktitle = {ICLR},
  year = {2023}
}

BibTex arXiv (pdf)

@inproceedings{qi2023lipsformer,
  title = {LipsFormer: Introducing Lipschitz Continuity to Vision Transformers},
  author = {Qi, Xianbiao and Wang, Jianan and Chen, Yihao and Shi, Yukai and Zhang, Lei},
  booktitle = {ICLR},
  year = {2023}
}

BibTex arXiv (pdf)

@inproceedings{liu2023dq,
  title = {DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding},
  author = {Liu, Shilong and Liang, Yaoyuan and Li, Feng and Huang, Shijia and Zhang, Hao and Su, Hang and Zhu, Jun and Zhang, Lei},
  booktitle = {AAAI},
  year = {2023}
}

BibTex arXiv (pdf) Code

@inproceedings{zeng2023ltsf,
  title = {Are Transformers Effective for Time Series Forecasting?},
  author = {Zeng, Ailing and Chen, Muxi and Zhang, Lei and Xu, Qiang},
  booktitle = {AAAI},
  year = {2023}
}

BibTex arXiv (pdf) Code

@inproceedings{li2022dn,
  title = {DN-DETR: Accelerate DETR Training by Introducing Query DeNoising},
  author = {Li, Feng and Zhang, Hao and Liu, Shilong and Guo, Jian and Ni, Lionel M and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2022}
}

BibTex arXiv (pdf) Code

@inproceedings{li2022grounded,
  title = {Grounded Language-Image Pre-training},
  author = {Li, Liunian Harold and Zhang, Pengchuan and Zhang, Haotian and Yang, Jianwei and Li, Chunyuan and Zhong, Yiwu and Wang, Lijuan and Yuan, Lu and Zhang, Lei and Hwang, Jenq-Neng and Chang, Kai-Wei and Gao, Jianfeng},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2022}
}

BibTex arXiv (pdf) Code

@inproceedings{liu2022dab,
  title = {DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR},
  author = {Liu, Shilong and Li, Feng and Zhang, Hao and Yang, Xiao and Qi, Xianbiao and Su, Hang and Zhu, Jun and Zhang, Lei},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022}
}

BibTex arXiv (pdf) Code

@inproceedings{wu2021cvt,
  title = {CvT: Introducing Convolutions to Vision Transformers},
  author = {Wu, Haiping and Xiao, Bin and Codella, Noel and Liu, Mengchen and Dai, Xiyang and Yuan, Lu and Zhang, Lei},
  booktitle = {International Conference on Computer Vision (ICCV)},
  year = {2021}
}

BibTex arXiv (pdf) Code

@inproceedings{zhang2021msvit,
  title = {Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding},
  author = {Zhang, Pengchuan and Dai, Xiyang and Yang, Jianwei and Xiao, Bin and Yuan, Lu and Zhang, Lei and Gao, Jianfeng},
  booktitle = {International Conference on Computer Vision (ICCV)},
  year = {2021}
}

BibTex pdf

@inproceedings{dai2021dynamicdetr,
  title = {Dynamic DETR: End-to-End Object Detection with Dynamic Attention},
  author = {Dai, Xiyang and Chen, Yinpeng and Yang, Jianwei and Zhang, Pengchuan and Yuan, Lu and Zhang, Lei},
  booktitle = {International Conference on Computer Vision (ICCV)},
  year = {2021}
}

BibTex arXiv (pdf)

@inproceedings{li2021micronet,
  title = {MicroNet: Improving Image Recognition with Extremely Low FLOPs},
  author = {Li, Yunsheng and Chen, Yinpeng and Dai, Xiyang and Chen, Dongdong and Liu, Mengchen and Yuan, Lu and Liu, Zicheng and Zhang, Lei and Vasconcelos, Nuno},
  booktitle = {International Conference on Computer Vision (ICCV)},
  year = {2021}
}

BibTex arXiv (pdf)

@inproceedings{li2021improve,
  title = {Improve Unsupervised Pretraining for Few-label Transfer},
  author = {Li, Suichan and Chen, Dongdong and Chen, Yinpeng and Yuan, Lu and Zhang, Lei and Chu, Qi and Liu, Bin and Yu, Nenghai},
  booktitle = {International Conference on Computer Vision (ICCV)},
  year = {2021}
}

BibTex arXiv (pdf) Code

@inproceedings{yu2021litehrnet,
  title = {Lite-HRNet: A Lightweight High-Resolution Network},
  author = {Yu, Changqian and Xiao, Bin and Gao, Changxin and Yuan, Lu and Zhang, Lei and Sang, Nong and Wang, Jingdong},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2021}
}

BibTex arXiv (pdf)

@inproceedings{liu2021unsupervised,
  title = {Unsupervised Part Segmentation through Disentangling Appearance and Shape},
  author = {Liu, Shilong and Zhang, Lei and Yang, Xiao and Su, Hang and Zhu, Jun},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2021}
}

BibTex arXiv (pdf)

@inproceedings{yang2021tap,
  title = {TAP: Text-Aware Pre-training for Text-VQA and Text-Caption},
  author = {Yang, Zhengyuan and Lu, Yijuan and Wang, Jianfeng and Yin, Xi and Florencio, Dinei and Wang, Lijuan and Zhang, Cha and Zhang, Lei and Luo, Jiebo},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2021}
}

BibTex arXiv (pdf)

@inproceedings{fu2021unsupervised,
  title = {Unsupervised Pre-training for Person Re-identification},
  author = {Fu, Dengpan and Chen, Dongdong and Bao, Jianmin and Yang, Hao and Yuan, Lu and Zhang, Lei and Li, Houqiang and Chen, Dong},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2021}
}

BibTex arXiv (pdf)

@inproceedings{zhong2021dap,
  title = {DAP: Detection-Aware Pre-training with Weak Supervision},
  author = {Zhong, Yuanyi and Wang, Jianfeng and Wang, Lijuan and Peng, Jian and Wang, Yu-Xiong and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2021}
}

BibTex arXiv (pdf) Code

@inproceedings{zhang2021vinvl,
  title = {VinVL: Revisiting Visual Representations in Vision-Language Models},
  author = {Zhang, Pengchuan and Li, Xiujun and Hu, Xiaowei and Yang, Jianwei and Zhang, Lei and Wang, Lijuan and Choi, Yejin and Gao, Jianfeng},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2021}
}

BibTex arXiv (pdf) Code

@inproceedings{dai2021dynamic,
  title = {Dynamic Head: Unifying Object Detection Heads with Attentions},
  author = {Dai, Xiyang and Chen, Yinpeng and Xiao, Bin and Chen, Dongdong and Liu, Mengchen and Yuan, Lu and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2021}
}

BibTex arXiv (pdf)

@inproceedings{fang2021seed,
  title = {SEED: Self-supervised Distillation For Visual Representation},
  author = {Fang, Zhiyuan and Wang, Jianfeng and Wang, Lijuan and Zhang, Lei and Yang, Yezhou and Liu, Zicheng},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021}
}

BibTex arXiv (pdf) Code

@inproceedings{li2020oscar,
  title = {Oscar: Object-semantics aligned pre-training for vision-language tasks},
  author = {Li, Xiujun and Yin, Xi and Li, Chunyuan and Zhang, Pengchuan and Hu, Xiaowei and Zhang, Lei and Wang, Lijuan and Hu, Houdong and Dong, Li and Wei, Furu and Choi, Yejin and Gao, Jianfeng},
  booktitle = {European Conference on Computer Vision (ECCV)},
  year = {2020},
  organization = {Springer}
}

BibTex arXiv (pdf)

@inproceedings{zhong2020boosting,
  title = {Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer},
  author = {Zhong, Yuanyi and Wang, Jianfeng and Peng, Jian and Zhang, Lei},
  booktitle = {European Conference on Computer Vision (ECCV)},
  year = {2020},
  organization = {Springer}
}

BibTex pdf

@inproceedings{cheng2020higherhrnet,
  title = {HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation},
  author = {Cheng, Bowen and Xiao, Bin and Wang, Jingdong and Shi, Honghui and Huang, Thomas S and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  pages = {5386--5395},
  year = {2020}
}

BibTex arXiv (pdf) Code

@inproceedings{zhou2020unified,
  title = {Unified Vision-Language Pre-training for Image Captioning and VQA},
  author = {Zhou, Luowei and Palangi, Hamid and Zhang, Lei and Hu, Houdong and Corso, Jason J and Gao, Jianfeng},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020}
}

BibTex

@article{wang2020vision,
  title = {Vision-Language Navigation Policy Learning and Adaptation},
  author = {Wang, Xin and Huang, Qiuyuan and Celikyilmaz, Asli and Gao, Jianfeng and Shen, Dinghan and Wang, Yuan-Fang and Wang, William and Zhang, Lei},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
  year = {2020},
  publisher = {IEEE}
}

BibTex arXiv (pdf)

@inproceedings{zhong2020anchor,
  title = {Anchor box optimization for object detection},
  author = {Zhong, Yuanyi and Wang, Jianfeng and Peng, Jian and Zhang, Lei},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  pages = {1286--1294},
  year = {2020}
}

BibTex

@inproceedings{jiang2019tiger,
  title = {TIGEr: Text-to-Image Grounding for Image Caption Evaluation},
  author = {Jiang, Ming and Huang, Qiuyuan and Zhang, Lei and Wang, Xin and Zhang, Pengchuan and Gan, Zhe and Diesner, Jana and Gao, Jianfeng},
  booktitle = {Empirical Methods in Natural Language Processing (EMNLP)},
  year = {2019}
}

BibTex

@inproceedings{jiang2019reo,
  title = {REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning},
  author = {Jiang, Ming and Hu, Junjie and Huang, Qiuyuan and Zhang, Lei and Diesner, Jana and Gao, Jianfeng},
  booktitle = {Empirical Methods in Natural Language Processing (EMNLP)},
  year = {2019}
}

BibTex

@inproceedings{zeng2019wsod2,
  title = {WSOD2: Learning Bottom-up and Top-down Object Distillation for Weakly-supervised Object Detection},
  author = {Zeng, Zhaoyang and Liu, Bei and Fu, Jianlong and Chao, Hongyang and Zhang, Lei},
  booktitle = {International Conference on Computer Vision (ICCV)},
  year = {2019}
}

BibTex

@inproceedings{cheng2019high,
  title = {High Frequency Residual Learning for Multi-Scale Image Classification},
  author = {Cheng, Bowen and Xiao, Rong and Wang, Jianfeng and Huang, Thomas and Zhang, Lei},
  booktitle = {British Machine Vision Conference (BMVC)},
  year = {2019}
}

BibTex

@inproceedings{li2019object,
  title = {Object-driven Text-to-Image Synthesis via Adversarial Training},
  author = {Li, Wenbo and Zhang, Pengchuan and Zhang, Lei and Huang, Qiuyuan and He, Xiaodong and Lyu, Siwei and Gao, Jianfeng},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2019}
}

BibTex

@inproceedings{wang2018reinforced,
  title = {Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation},
  author = {Wang, Xin and Huang, Qiuyuan and Celikyilmaz, Asli and Gao, Jianfeng and Shen, Dinghan and Wang, Yuan-Fang and Wang, William Yang and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
  addendum = {(\textbf{Best Student Paper})}
}

BibTex

@article{li2019automatic,
  title = {Automatic visual pattern mining from categorical image dataset},
  author = {Li, Hongzhi and Ellis, Joseph G and Zhang, Lei and Chang, Shih-Fu},
  journal = {International Journal of Multimedia Information Retrieval},
  volume = {8},
  number = {1},
  pages = {35--45},
  year = {2019},
  publisher = {Springer}
}

BibTex

@article{wang2019real,
  title = {Real-time burst photo selection using a light-head adversarial network},
  author = {Wang, Baoyuan and Vesdapunt, Noranart and Sinha, Utkarsh and Zhang, Lei},
  journal = {IEEE Transactions on Image Processing (TIP)},
  volume = {29},
  pages = {3065--3077},
  year = {2019},
  publisher = {IEEE}
}

BibTex

@inproceedings{huang2018turbo,
  author = {Huang, Qiuyuan and Zhang, Pengchuan and Wu, Dapeng and Zhang, Lei},
  booktitle = {Conference on Neural Information Processing Systems (NeurIPS)},
  title = {Turbo Learning for Captionbot and Drawingbot},
  year = {2018}
}

BibTex

@inproceedings{shou2018autoloc,
  author = {Shou, Zheng and Gao, Hang and Zhang, Lei and Miyazawa, Kazuyuki and Chang, Shih-Fu},
  booktitle = {European Conference on Computer Vision (ECCV)},
  pages = {154--171},
  title = {Autoloc: Weaklysupervised temporal action localization in untrimmed videos},
  year = {2018}
}

BibTex

@inproceedings{anderson2018bottom,
  author = {Anderson, Peter and He, Xiaodong and Buehler, Chris and Teney, Damien and Johnson, Mark and Gould, Stephen and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  pages = {6077--6086},
  title = {Bottom-up and top-down attention for image captioning and visual question answering},
  year = {2018}
}

BibTex

@inproceedings{lee2017cleannet,
  author = {Lee, Kuang-Huei and He, Xiaodong and Zhang, Lei and Yang, Linjun},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  title = {CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise},
  year = {2018}
}

BibTex

@inproceedings{li2018patternnet,
  author = {Li, Hongzhi and Ellis, Joseph G and Zhang, Lei and Chang, Shih-Fu},
  booktitle = {International Conference on Multimedia Retrieval (ICMR)},
  title = {PatternNet: Visual Pattern Mining with Deep Neural Network},
  pages = {291--299},
  year = {2018},
  addendum = {(\textbf{Best Poster Award})}
}

BibTex

@inproceedings{ding2018one,
  author = {Ding, Zhengming and Guo, Yandong and Zhang, Lei and Fu, Yun},
  booktitle = {IEEE International Conference on Automatic Face \& Gesture Recognition (FG)},
  organization = {IEEE},
  pages = {1--7},
  title = {One-Shot Face Recognition via Generative Learning},
  year = {2018}
}

BibTex

@article{li2017visual,
  author = {Li, Wei and Li, Jianmin and Wang, Changhu and Zhang, Lei and Zhang, Bo},
  journal = {Multimedia Systems},
  pages = {1--16},
  publisher = {Springer},
  title = {Visual instance mining from the graph perspective},
  year = {2018}
}

BibTex

@article{li2018generating,
  author = {Li, Dianqi and He, Xiaodong and Huang, Qiuyuan and Sun, Ming-Ting and Zhang, Lei},
  journal = {arXiv preprint arXiv:1804.00861},
  title = {Generating Diverse and Accurate Visual Captions by Comparative Adversarial Learning},
  year = {2018}
}

BibTex

@article{guo2017one,
  author = {Guo, Yandong and Zhang, Lei},
  journal = {arXiv preprint arXiv:1707.05574},
  title = {One-shot Face Recognition by Promoting Underrepresented Classes},
  year = {2017}
}

BibTex

@inproceedings{guo2016ms,
  author = {Guo, Yandong and Zhang, Lei and Hu, Yuxiao and He, Xiaodong and Gao, Jianfeng},
  booktitle = {European Conference on Computer Vision (ECCV)},
  organization = {Springer, Cham},
  pages = {87--102},
  title = {MS-Celeb-1M: A dataset and benchmark for large-scale face recognition},
  year = {2016}
}

BibTex

@article{guo2016ms_ei,
  author = {Guo, Yandong and Zhang, Lei and Hu, Yuxiao and He, Xiaodong and Gao, Jianfeng},
  journal = {Electronic Imaging (EI)},
  number = {11},
  pages = {1--6},
  publisher = {Society for Imaging Science and Technology},
  title = {Ms-celeb-1m: Challenge of recognizing one million celebrities in the real world},
  volume = {2016},
  year = {2016}
}

BibTex

@inproceedings{hu2016icme,
  author = {Hu, Yuxiao and Zhang, Lei and Li, Jin and Mehrotra, Sanjeev},
  booktitle = {IEEE International Conference on Multimedia & Expo (ICME)},
  organization = {IEEE},
  pages = {1--4},
  title = {ICME 2016 Image Recognition Grand Challenge},
  year = {2016}
}

BibTex

@inproceedings{tran2016rich,
  author = {Tran, Kenneth and He, Xiaodong and Zhang, Lei and Sun, Jian and Carapcea, Cornelia and Thrasher, Chris and Buehler, Chris and Sienkiewicz, Chris},
  booktitle = {CVPR Workshop on DeepVision},
  title = {Rich Image Captioning in the Wild},
  year = {2016}
}

BibTex

@article{li2015partial,
  author = {Li, Wei and Wang, Changhu and Zhang, Lei and Rui, Yong and Zhang, Bo},
  journal = {IEEE Transactions on Multimedia (TMM)},
  number = {7},
  pages = {967--980},
  publisher = {IEEE},
  title = {Partial-Duplicate Clustering and Visual Pattern Discovery on Web Scale Image Database},
  volume = {17},
  year = {2015}
}

BibTex

@inproceedings{li2015scalable,
  author = {Li, Wei and Wang, Changhu and Zhang, Lei and Rui, Yong and Zhang, Bo},
  booktitle = {British Machine Vision Conference (BMVC)},
  pages = {98--1},
  title = {Scalable Visual Instance Mining with Instance Graph.},
  year = {2015}
}

BibTex

@inproceedings{xiao2015ideapanel,
  author = {Xiao, Changcheng and Wang, Changhu and Zhang, Liqing and Zhang, Lei},
  booktitle = {International Conference on Multimedia Retrieval (ICMR)},
  organization = {ACM},
  pages = {667--668},
  title = {IdeaPanel: A Large Scale Interactive Sketch-based Image Search System (demo)},
  year = {2015}
}

BibTex

@inproceedings{hao2013efficient,
  author = {Hao, Qiang and Cai, Rui and Li, Zhiwei and Zhang, Lei and Pang, Yanwei and Wu, Feng and Rui, Yong},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {899--906},
  title = {Efficient 2D-to-3D correspondence filtering for scalable 3d object recognition},
  year = {2013}
}

BibTex

@inproceedings{jiang2013mobile,
  author = {Jiang, Shuhui and Qian, Xueming and Lan, Ke and Zhang, Lei and Mei, Tao},
  booktitle = {IEEE International Symposium on Circuits and Systems (ISCAS)},
  organization = {IEEE},
  pages = {881--884},
  title = {Mobile multimedia travelogue generation by exploring geo-locations and image tags},
  year = {2013}
}

BibTex

@inproceedings{sun2013indexing,
  author = {Sun, Xinghai and Wang, Changhu and Xu, Chao and Zhang, Lei},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {233--242},
  title = {Indexing billions of images for sketch-based retrieval},
  year = {2013}
}

BibTex

@inproceedings{wang2013duplicate,
  author = {Wang, Xin-Jing and Zhang, Lei and Liu, Ce},
  booktitle = {CVPR Workshops on Big Data Computer Vision},
  organization = {IEEE},
  pages = {429--436},
  title = {Duplicate discovery on 2 billion internet images},
  year = {2013}
}

BibTex

@article{xu2013nested,
  author = {Xu, Pengfei and Zhang, Lei and Yang, Kuiyuan and Yao, Hongxun},
  journal = {IEEE MultiMedia},
  number = {3},
  pages = {34--46},
  publisher = {IEEE},
  title = {Nested-SIFT for efficient image matching and retrieval},
  volume = {20},
  year = {2013}
}

BibTex

@article{zhang2013efficient,
  author = {Zhang, Xiao and Hua, Gang and Zhang, Lei},
  journal = {Internet Multimedia Search and Mining},
  pages = {58},
  publisher = {Bentham Science Publishers},
  title = {An Efficient Visual Representation and Indexing Scheme for Large Scale Video Retrieval},
  year = {2013}
}

BibTex

@inproceedings{zhang2013hierarchical,
  author = {Zhang, Tianzhu and Cai, Rui and Li, Zhiwei and Zhang, Lei and Lu, Hanqing},
  booktitle = {Asian Conference on Computer Vision (ACCV)},
  pages = {474--485},
  publisher = {Springer Berlin Heidelberg},
  title = {Hierarchical object representations for visual recognition via weakly supervised learning},
  year = {2013}
}

BibTex

@article{zhang2013image,
  author = {Zhang, Xiao and Li, Zhiwei and Zhang, Lei and Ma, Wei-Ying and Shum, Heung-Yeung},
  journal = {Internet Multimedia Search and Mining},
  pages = {3},
  publisher = {Bentham Science Publishers},
  title = {An Image Decomposition Approach to Large-scale Image Retrieval},
  year = {2013}
}

BibTex

@article{zhang2013image_tomm,
  author = {Zhang, Lei and Rui, Yong},
  journal = {ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)},
  number = {1s},
  pages = {36},
  publisher = {ACM},
  title = {Image search - from thousands to billions in 20 years},
  volume = {9},
  year = {2013}
}

BibTex

@inproceedings{qi2012pairwise,
  author = {Qi, Xianbiao and Xiao, Rong and Guo, Jun and Zhang, Lei},
  booktitle = {European Conference on Computer Vision (ECCV)},
  pages = {158--171},
  publisher = {Springer},
  title = {Pairwise rotation invariant co-occurrence local binary pattern},
  year = {2012}
}

BibTex

@inproceedings{sun2012free,
  author = {Sun, Zhenbang and Wang, Changhu and Zhang, Liqing and Zhang, Lei},
  booktitle = {European Conference on Computer Vision (ECCV)},
  pages = {626--639},
  publisher = {Springer},
  title = {Free hand-drawn sketch segmentation},
  year = {2012}
}

BibTex

@inproceedings{sun2012query,
  author = {Sun, Zhenbang and Wang, Changhu and Zhang, Liqing and Zhang, Lei},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {519--528},
  title = {Query-adaptive shape topic mining for hand-drawn sketch recognition},
  year = {2012}
}

BibTex

@inproceedings{wang2012towards,
  author = {Wang, Xin-Jing and Xu, Zheng and Zhang, Lei and Liu, Ce and Rui, Yong},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {1229--1238},
  title = {Towards indexing representative images on the web},
  year = {2012}
}

BibTex

@inproceedings{hao20123d,
  author = {Hao, Qiang and Cai, Rui and Li, Zhiwei and Zhang, Lei and Pang, Yanwei and Wu, Feng},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {3594--3601},
  title = {3D visual phrases for landmark recognition},
  year = {2012}
}

BibTex

@inproceedings{liu2012scale,
  author = {Liu, Xian-Ming and Wang, Changhu and Yao, Hongxun and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {462--469},
  title = {The scale of edges},
  year = {2012}
}

BibTex

@inproceedings{zhang2012qsrank,
  author = {Zhang, Xiao and Zhang, Lei and Shum, Heung-Yeung},
  author+an = {1:family=student},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {2058--2065},
  title = {QsRank: Query-sensitive hash code ranking for efficient $\epsilon$-neighbor search},
  year = {2012}
}

BibTex

@inproceedings{dai2012efficient,
  author = {Dai, Lican and Wang, Xin-Jing and Zhang, Lei and Yu, Nenghai},
  booktitle = {IEEE International Conference on Multimedia & Expo (ICME)},
  organization = {IEEE},
  pages = {134--139},
  title = {Efficient Tag Mining via Mixture Modeling for Real-Time Search-Based Image Annotation},
  year = {2012}
}

BibTex

@article{wang2012duplicate,
  author = {Wang, Xin-Jing and Zhang, Lei and Ma, Wei-Ying},
  journal = {Proceedings of the IEEE},
  number = {9},
  pages = {2705--2721},
  publisher = {IEEE},
  title = {Duplicate-Search-Based Image Annotation Using Web-Scale Data},
  volume = {100},
  year = {2012}
}

BibTex

@inproceedings{yang2012partbook,
  author = {Yang, Kuiyuan and Zhang, Lei and Rui, Yong and Zhang, Hong-Jiang},
  booktitle = {CVPR Workshop on Perceptual Organization in Computer Vision},
  organization = {IEEE},
  pages = {17--24},
  title = {PartBook for image parsing},
  year = {2012}
}

BibTex

@inproceedings{yin2012trip,
  author = {Yin, Huagang and Wang, Changhu and Yu, Nenghai and Zhang, Lei},
  booktitle = {IEEE International Conference on Multimedia and Expo Workshops (ICMEW)},
  organization = {IEEE},
  pages = {540--545},
  title = {Trip Mining and Recommendation from Geo-tagged Photos},
  year = {2012}
}

BibTex

@article{zhang2012finding,
  author = {Zhang, Xiao and Zhang, Lei and Wang, Xin-Jing and Shum, Heung-Yeung},
  journal = {IEEE Transactions on Multimedia (TMM)},
  number = {4},
  pages = {995--1007},
  publisher = {IEEE},
  title = {Finding Celebrities in Billions of Web Images},
  volume = {14},
  year = {2012}
}

BibTex

@inproceedings{cao2011edgel,
  author = {Cao, Yang and Wang, Changhu and Zhang, Liqing and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {761--768},
  title = {Edgel index for large-scale sketch-based image search},
  year = {2011}
}

BibTex

@inproceedings{hao2011one,
  author = {Hao, Qiang and Cai, Rui and Pang, Yanwei and Zhang, Lei},
  booktitle = {ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
  pages = {775--784},
  title = {From one tree to a forest: a unified solution for structured web data extraction},
  year = {2011}
}

BibTex

@inproceedings{li2011rank,
  author = {Li, Bing and Xiao, Rong and Li, Zhiwei and Cai, Rui and Lu, Bao-Liang and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  title = {Rank-SIFT: Learning to Rank Repeatable Local Interest Points},
  year = {2011}
}

BibTex

@inproceedings{liu2011user,
  author = {Liu, Minghai and Cai, Rui and Zhang, Ming and Zhang, Lei},
  booktitle = {ACM International Conference on Information and Knowledge Management (CIKM)},
  organization = {ACM},
  pages = {87--92},
  title = {User browsing behavior-driven web crawling},
  year = {2011}
}

BibTex

@article{pang2011summarizing,
  author = {Pang, Yanwei and Hao, Qiang and Yuan, Yuan and Hu, Tanji and Cai, Rui and Zhang, Lei},
  journal = {Computer Vision and Image Understanding (CVIU)},
  number = {3},
  pages = {352--363},
  publisher = {Academic Press},
  title = {Summarizing tourist destinations by mining user-generated travelogues and photos},
  volume = {115},
  year = {2011}
}

BibTex

@inproceedings{tang2011contextual,
  author = {Tang, Wenbin and Cai, Rui and Li, Zhiwei and Zhang, Lei},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {503--512},
  title = {Contextual synonym dictionary for visual object retrieval},
  year = {2011}
}

BibTex

@inproceedings{yang2011semantic,
  author = {Yang, Kuiyuan and Zhang, Lei and Wang, Meng and Zhang, Hong-Jiang},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {1209--1212},
  title = {Semantic point detector},
  year = {2011}
}

BibTex

@inproceedings{qin2010efficient,
  author = {Qin, Teng and Xiao, Rong and Fang, Lei and Xie, Xing and Zhang, Lei},
  booktitle = {ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL)},
  organization = {ACM},
  pages = {53--60},
  title = {An efficient location extraction algorithm by leveraging web contextual information},
  year = {2010}
}

BibTex

@inproceedings{wang2010mindfinder,
  author = {Wang, Changhu and Li, Zhiwei and Zhang, Lei},
  booktitle = {International World Wide Web Conference (WWW)},
  organization = {ACM},
  pages = {1309--1312},
  title = {MindFinder: Image search by interactive sketching and tagging},
  year = {2010}
}

BibTex

@inproceedings{cao2010mindfinder,
  author = {Cao, Yang and Wang, Hai and Wang, Changhu and Li, Zhiwei and Zhang, Liqing and Zhang, Lei},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {1605--1608},
  title = {MindFinder: Interactive sketch-based image search on millions of images (demo)},
  year = {2010},
  addendum = {(\textbf{Best Demo Award})}
}

BibTex

@inproceedings{cao2010spatial,
  author = {Cao, Yang and Wang, Changhu and Li, Zhiwei and Zhang, Liqing and Zhang, Lei},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {3352--3359},
  title = {Spatial-bag-of-features},
  year = {2010}
}

BibTex

@inproceedings{feng2010mining,
  author = {Feng, Guwen and Wang, Xin-Jing and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
  organization = {ACM},
  pages = {893--894},
  title = {Mining adjacent markets from a large-scale ads video collection for image advertising},
  year = {2010}
}

BibTex

@inproceedings{liu2010robust,
  author = {Liu, Cailiang and Wang, Dong and Liu, Xiaobing and Wang, Changhu and Zhang, Lei and Zhang, Bo},
  booktitle = {IEEE International Conference on Multimedia & Expo (ICME)},
  organization = {IEEE},
  pages = {30--35},
  title = {Robust semantic sketch based specific image retrieval},
  year = {2010}
}

BibTex

@article{lu2010constructing,
  author = {Lu, Yijuan and Zhang, Lei and Liu, Jiemin and Tian, Qi},
  journal = {IEEE Transactions on Multimedia (TMM)},
  number = {4},
  pages = {288--299},
  publisher = {IEEE},
  title = {Constructing Concept Lexica With Small Semantic Gaps},
  volume = {12},
  year = {2010}
}

BibTex

@inproceedings{lu2010photo2trip,
  author = {Lu, Xin and Wang, Changhu and Yang, Jiang-Ming and Pang, Yanwei and Zhang, Lei},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {143--152},
  title = {Photo2trip: Generating travel routes from geo-tagged photos for trip planning},
  year = {2010}
}

BibTex

@article{tu2012analogical,
  author = {Tu, Xudong and Feng, Dan and Wang, Xin-Jing and Zhang, Lei},
  journal = {IEEE Intelligent Systems},
  number = {5},
  pages = {0028--35},
  publisher = {IEEE Computer Society},
  title = {Analogical reasoning for answer ranking in social question answering},
  volume = {27},
  year = {2010}
}

BibTex

@inproceedings{wang2010arista,
  author = {Wang, Xin-Jing and Zhang, Lei and Liu, Ming and Li, Yi and Ma, Wei-Ying},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {2987--2994},
  title = {Arista-image search to annotation on billions of web photos},
  year = {2010}
}

BibTex

@inproceedings{xu2010understanding,
  author = {Xu, Dong and Zhang, Lei and Luo, Jiebo},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {1777--1778},
  title = {Understanding multimedia content using web scale social media data},
  year = {2010}
}

BibTex

@inproceedings{zhang2010interest,
  author = {Zhang, Xiao and Hua, Gang and Zhang, Lei and Shum, Heung-Yeung},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {3296--3303},
  title = {Interest seam image},
  year = {2010}
}

BibTex

@inproceedings{wang2009ranking,
  author = {Wang, Xin-Jing and Tu, Xudong and Feng, Dan and Zhang, Lei},
  booktitle = {ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
  organization = {ACM},
  pages = {179--186},
  title = {Ranking community answers by modeling question-answer relationships via analogical reasoning},
  year = {2009}
}

BibTex

@inproceedings{lin2009modeling,
  author = {Lin, Chen and Yang, Jiang-Ming and Cai, Rui and Wang, Xin-Jing and Wang, Wei and Zhang, Lei},
  booktitle = {International World Wide Web Conference (WWW)},
  organization = {ACM},
  pages = {1103--1104},
  title = {Modeling semantics and structure of discussion threads},
  year = {2009}
}

BibTex

@inproceedings{tu2009ranking,
  author = {Tu, Xudong and Wang, Xin-Jing and Feng, Dan and Zhang, Lei},
  booktitle = {International World Wide Web Conference (WWW)},
  organization = {ACM},
  pages = {1227--1228},
  title = {Ranking community answers via analogical reasoning},
  year = {2009}
}

BibTex

@inproceedings{yang2009incorporating,
  author = {Yang, Jiang-Ming and Cai, Rui and Wang, Yida and Zhu, Jun and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {International World Wide Web Conference (WWW)},
  organization = {ACM},
  pages = {181--190},
  title = {Incorporating site-level knowledge to extract structured data from web forums},
  year = {2009}
}

BibTex

@inproceedings{yang2009thread,
  author = {Yang, Jiang-Ming and Cai, Rui and Wang, Chunsong and Huang, Hua and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {International World Wide Web Conference (WWW)},
  title = {A Thread-wise Strategy for Incremental Crawling of Web Forums},
  year = {2009}
}

BibTex

@article{cheng2009unified,
  author = {Cheng, En and Jing, Feng and Zhang, Lei},
  journal = {IEEE Transactions on Image Processing (TIP)},
  number = {6},
  pages = {1350--1357},
  publisher = {IEEE},
  title = {A unified relevance feedback framework for web image retrieval},
  volume = {18},
  year = {2009}
}

BibTex

@inproceedings{ding2009who,
  author = {Ding, Bailu and Yang, Jiang-Ming and Wang, Chong and Cai, Rui and Li, Zhiwei and Zhang, Lei},
  booktitle = {NIPS Workshop on Applications for Topic Models: Text and Beyond},
  title = {Who Talks to Whom: Modeling Latent Structures in Dialogue Documents},
  year = {2009}
}

BibTex

@inproceedings{guo2009logisticlda,
  author = {Guo, Jia-Cheng and Lu, Bao-Liang and Li, Zhiwei and Zhang, Lei},
  booktitle = {Pacific Asia Conference on Language, Information and Computation},
  title = {LogisticLDA: Regularizing latent Dirichlet allocation by logistic regression},
  volume = {1},
  year = {2009}
}

BibTex

@inproceedings{liu2009lexica,
  author = {Liu, Jiemin and Tian, Qi and Lu, Yijuan and Wang, Changhu and Zhang, Lei and Yang, Xiaokang and Li, Shipeng},
  booktitle = {IEEE International Conference on Multimedia & Expo (ICME)},
  organization = {IEEE},
  pages = {1484--1487},
  title = {A lexica family with small semantic gap},
  year = {2009}
}

BibTex

@inproceedings{lu2009visualizing,
  author = {Lu, Xin and Pang, Yanwei and Hao, Qiang and Zhang, Lei},
  booktitle = {ACM International Workshop on Location Based Social Networks},
  organization = {ACM},
  pages = {65--68},
  title = {Visualizing textual travelogue with location-relevant images},
  year = {2009}
}

BibTex

@inproceedings{seltzer2009data,
  author = {Seltzer, Michael L and Zhang, Lei},
  booktitle = {International Conference on Acoustics, Speech, & Signal Processing (ICASSP)},
  organization = {IEEE},
  pages = {3701--3704},
  title = {The data deluge: Challenges and opportunities of unlimited data in statistical signal processing},
  year = {2009}
}

BibTex

@article{wang2009annotating,
  author = {Wang, Xin-Jing and Zhang, Lei and Li, Xirong and Ma, Wei-Ying},
  journal = {Semantic Mining Technologies for Multimedia Databases},
  publisher = {Information Science Publishing},
  title = {Annotating Images by Mining Image Search},
  year = {2009}
}

BibTex

@inproceedings{wang2009argo,
  author = {Wang, Xin-Jing and Yu, Mo and Zhang, Lei and Cai, Rui and Ma, Wei-Ying},
  booktitle = {ACM Workshop on Data Mining and Audience Intelligence for Advertising},
  organization = {ACM},
  pages = {18--26},
  title = {Argo: intelligent advertising by mining a user's interest from his photo collections},
  year = {2009}
}

BibTex

@inproceedings{wang2009multi,
  author = {Wang, Changhu and Yan, Shuicheng and Zhang, Lei and Zhang, Hong-Jiang},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {1643--1650},
  title = {Multi-label sparse coding for automatic image annotation},
  year = {2009}
}

BibTex

@inproceedings{wang2009multiplicative,
  author = {Wang, Changhu and Song, Zheng and Yan, Shuicheng and Zhang, Lei and Zhang, Hong-Jiang},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {389--396},
  title = {Multiplicative nonnegative greph embedding},
  year = {2009}
}

BibTex

@inproceedings{wang2009non,
  author = {Wang, Changhu and Yan, Shuicheng and Zhang, Lei and Zhang, Hongjiang},
  booktitle = {Artificial Intelligence and Statistics},
  pages = {575--582},
  title = {Non-negative semi-supervised learning},
  year = {2009}
}

BibTex

@article{xu2009fpga,
  author = {Xu, Ning-Yi and Cai, Xiong-Fei and Gao, Rui and Zhang, Lei and Hsu, Feng-Hsiung},
  journal = {ACM Transactions on Reconfigurable Technology and Systems (TRETS)},
  number = {4},
  pages = {19},
  publisher = {ACM},
  title = {FPGA acceleration of rankboost in web search engines},
  volume = {1},
  year = {2009}
}

BibTex

@inproceedings{zhang2009efficient,
  author = {Zhang, Xiao and Li, Zhiwei and Zhang, Lei and Ma, Wei-Ying and Shum, Heung-Yeung},
  booktitle = {International Conference on Computer Vision (ICCV)},
  organization = {IEEE},
  pages = {1103--1110},
  title = {Efficient indexing for large scale visual search},
  year = {2009}
}

BibTex

@inproceedings{cai2008irobot,
  author = {Cai, Rui and Yang, Jiang-Ming and Lai, Wei and Wang, Yida and Zhang, Lei},
  booktitle = {International World Wide Web Conference (WWW)},
  organization = {ACM},
  pages = {447--456},
  title = {iRobot: An intelligent crawler for Web forums},
  year = {2008}
}

BibTex

@inproceedings{li2008delivering,
  author = {Li, Zhiwei and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {1051--1060},
  title = {Delivering online advertisements inside images},
  year = {2008}
}

BibTex

@inproceedings{li2008improving,
  author = {Li, Zhiwei and Shi, Shuming and Zhang, Lei},
  booktitle = {International World Wide Web Conference (WWW)},
  organization = {ACM},
  pages = {21--30},
  title = {Improving relevance judgment of web search results with image excerpts},
  year = {2008}
}

BibTex

@inproceedings{lu2008high,
  author = {Lu, Yijuan and Zhang, Lei and Tian, Qi and Ma, Wei-Ying},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {1--8},
  title = {What are the high-level concepts with small semantic gaps?},
  year = {2008}
}

BibTex

@article{wang2008annotating,
  author = {Wang, Xin-Jing and Zhang, Lei and Li, Xirong and Ma, Wei-Ying},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
  number = {11},
  pages = {1919--1932},
  publisher = {IEEE},
  title = {Annotating images by mining image search results},
  volume = {30},
  year = {2008}
}

BibTex

@inproceedings{wang2008exploring,
  author = {Wang, Yida and Yang, Jiang-Ming and Lai, Wei and Cai, Rui and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
  organization = {ACM},
  pages = {459--466},
  title = {Exploring traversal strategy for Web forum crawling},
  year = {2008}
}

BibTex

@inproceedings{wang2008graph,
  author = {Wang, Changhu and Zhang, Lei and Zhang, Hong-Jiang},
  booktitle = {International Conference on Multimedia Information Retrieval (ACM MIR)},
  organization = {ACM},
  pages = {156--163},
  title = {Graph-based multiple-instance learning for object-based image retrieval},
  year = {2008}
}

BibTex

@inproceedings{wang2008learning,
  author = {Wang, Changhu and Zhang, Lei and Zhang, Hong-Jiang},
  booktitle = {ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
  organization = {ACM},
  pages = {355--362},
  title = {Learning to reduce the semantic gap in web image retrieval and annotation},
  year = {2008}
}

BibTex

@article{wang2008scalable,
  author = {Wang, Changhu and Jing, Feng and Zhang, Lei and Zhang, Hong-Jiang},
  journal = {Multimedia systems},
  number = {4},
  pages = {205--220},
  publisher = {Springer},
  title = {Scalable search-based image annotation},
  volume = {14},
  year = {2008}
}

BibTex

@inproceedings{wang2008scalablemarkov,
  author = {Wang, Changhu and Zhang, Lei and Zhang, Hong-Jiang},
  booktitle = {International Conference on Content-based Image and Video Retrieval (CIVR)},
  organization = {ACM},
  pages = {113--118},
  title = {Scalable Markov model-based image annotation},
  year = {2008}
}

BibTex

@article{xu2008reconstruction,
  author = {Xu, Dong and Yan, Shuicheng and Zhang, Lei and Lin, Stephen and Zhang, Hong-Jiang and Huang, Thomas S},
  journal = {IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)},
  number = {1},
  pages = {36--47},
  publisher = {IEEE},
  title = {Reconstruction and recognition of tensor-based objects with concurrent subspaces analysis},
  volume = {18},
  year = {2008}
}

BibTex

@inproceedings{yang2008search,
  author = {Yang, Jiang-Ming and Cai, Rui and Jing, Feng and Wang, Shuo and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {ACM Conference on Information and Knowledge Management (CIKM)},
  organization = {ACM},
  pages = {1439--1440},
  title = {Search-based query suggestion},
  year = {2008}
}

BibTex

@inproceedings{cai2007automated,
  author = {Cai, Rui and Zhang, Lei and Jing, Feng and Lai, Wei and Ma, Wei-Ying},
  booktitle = {International Conference on Acoustics, Speech, & Signal Processing (ICASSP)},
  organization = {IEEE},
  pages = {II--737},
  title = {Automated music video generation using web image resource},
  volume = {2},
  year = {2007}
}

BibTex

@inproceedings{cai2007scalable,
  author = {Cai, Rui and Zhang, Chao and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {1065--1074},
  title = {Scalable music recommendation by search},
  year = {2007}
}

BibTex

@inproceedings{cheng2007search,
  author = {Cheng, En and Jing, Feng and Zhang, Chao and Zhang, Lei},
  booktitle = {International Conference on Acoustics, Speech, & Signal Processing (ICASSP)},
  organization = {IEEE},
  pages = {I--961},
  title = {Search Result Clustering Based Relevance Feedback for Web Image Retrival},
  volume = {1},
  year = {2007}
}

BibTex

@inproceedings{li2007searching,
  title = {Searching one billion web images by content: challenges and opportunities},
  author = {Li, Zhiwei and Xie, Xing and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {Multimedia Content Analysis and Mining},
  pages = {33--36},
  year = {2007},
  publisher = {Springer}
}

BibTex

@inproceedings{wang2007content,
  author = {Wang, Changhu and Jing, Feng and Zhang, Lei and Zhang, Hong-Jiang},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {1--8},
  title = {Content-based image annotation refinement},
  year = {2007}
}

BibTex

@inproceedings{wang2007igroup,
  author = {Wang, Shuo and Jing, Feng and He, Jibo and Du, Qixing and Zhang, Lei},
  booktitle = {SIGCHI conference on Human factors in computing systems},
  organization = {ACM},
  pages = {587--596},
  title = {IGroup: Presenting web image search results in semantic clusters},
  year = {2007}
}

BibTex

@inproceedings{wang2007learning,
  author = {Wang, Changhu and Jing, Feng and Zhang, Lei and Zhang, Hong-Jiang},
  booktitle = {ACM conference on Conference on Information and Knowledge Management (CIKM)},
  organization = {ACM},
  pages = {555--562},
  title = {Learning query-biased web page summarization},
  year = {2007}
}

BibTex

@inproceedings{wang2007retrieving,
  author = {Wang, Zhi-Kun and Cai, Rui and Zhang, Lei and Zheng, Yu and Li, Jian-Min},
  booktitle = {IEEE International Conference on Multimedia & Expo (ICME)},
  organization = {IEEE},
  pages = {256--259},
  title = {Retrieving Web Images to Enrich Music Representation},
  year = {2007}
}

BibTex

@inproceedings{xu2007fpga,
  author = {Xu, Ning-yi and Cai, Xiong-Fei and Gao, Rui and Zhang, Lei and Hsu, Feng-Hsiung},
  booktitle = {International Conference on Field-Programmable Technology (ICFPT)},
  organization = {IEEE},
  pages = {33--40},
  title = {FPGA-based accelerator design for rankboost in Web search engines},
  year = {2007}
}

BibTex

@article{yan2007multilinear,
  author = {Yan, Shuicheng and Xu, Dong and Yang, Qiang and Zhang, Lei and Tang, Xiaoou and Zhang, Hong-Jiang},
  journal = {IEEE Transactions on Image Processing (TIP)},
  number = {1},
  pages = {212--220},
  publisher = {IEEE},
  title = {Multilinear discriminant analysis for face recognition},
  volume = {16},
  year = {2007}
}

BibTex

@inproceedings{chen2006ranking,
  author = {Chen, Le and Zhang, Lei and Jing, Feng and Deng, Ke-Feng and Ma, Wei-Ying},
  booktitle = {ACM International Conference on Information and knowledge Management (CIKM)},
  organization = {ACM},
  pages = {377--386},
  title = {Ranking web objects from multiple communities},
  year = {2006}
}

BibTex

@inproceedings{cheng2006scalable,
  author = {Cheng, En and Jing, Feng and Zhang, Lei and Jin, Hai},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {173--176},
  title = {Scalable relevance feedback using click-through data for web image retrieval},
  year = {2006}
}

BibTex

@inproceedings{jing2006igroup,
  author = {Jing, Feng and Wang, Changhu and Yao, Yuhuan and Deng, Kefeng and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {377--384},
  title = {IGroup: Web image search results clustering},
  year = {2006}
}

BibTex

@inproceedings{jing2006virtualtour,
  author = {Jing, Feng and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {599--602},
  title = {VirtualTour: an online travel assistant based on high quality images},
  year = {2006}
}

BibTex

@inproceedings{li2006image,
  author = {Li, Xirong and Chen, Le and Zhang, Lei and Lin, Fuzong and Ma, Wei-Ying},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {607--610},
  title = {Image annotation by large-scale content-based image retrieval},
  year = {2006}
}

BibTex

@inproceedings{wang2006annosearch,
  author = {Wang, Xin-Jing and Zhang, Lei and Jing, Feng and Ma, Wei-Ying},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {1483--1490},
  title = {Annosearch: Image auto-annotation by search},
  volume = {2},
  year = {2006}
}

BibTex

@inproceedings{wang2006image,
  author = {Wang, Changhu and Jing, Feng and Zhang, Lei and Zhang, Hong-Jiang},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {647--650},
  title = {Image annotation refinement using random walk with restarts},
  year = {2006}
}

BibTex

@inproceedings{wang2006image_www,
  author = {Wang, Xin-Jing and Zhang, Lei and Jing, Feng and Ma, Wei-Ying},
  booktitle = {International World Wide Web Conference (WWW)},
  organization = {ACM},
  pages = {1045--1046},
  title = {Image annotation using search and mining technologies},
  year = {2006},
  addendum = {(\textbf{Best Poster Award})}
}

BibTex

@inproceedings{wang2006scalable,
  author = {Wang, Changhu and Jing, Feng and Zhang, Lei and Zhang, Hong-Jiang},
  booktitle = {ACM International Workshop on Multimedia Information Retrieval (ACM MIR)},
  organization = {ACM},
  pages = {269--278},
  title = {Scalable search-based image annotation of personal images},
  year = {2006}
}

BibTex

@article{xu2006human,
  author = {Xu, Dong and Yan, Shuicheng and Tao, Dacheng and Zhang, Lei and Li, Xuelong and Zhang, Hong-Jiang},
  journal = {IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)},
  number = {7},
  pages = {896--903},
  publisher = {IEEE},
  title = {Human gait recognition with matrix representation},
  volume = {16},
  year = {2006}
}

BibTex

@inproceedings{zhang2006enjoyphoto,
  author = {Zhang, Lei and Chen, Le and Jing, Feng and Deng, Kefeng and Ma, Wei-Ying},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {367--376},
  title = {EnjoyPhoto: a vertical image search engine for enjoying high-quality photos},
  year = {2006}
}

BibTex

@article{jiang2005efficient,
  author = {Jiang, Dalong and Hu, Yuxiao and Yan, Shuicheng and Zhang, Lei and Zhang, Hongjiang and Gao, Wen},
  journal = {Pattern Recognition},
  number = {6},
  pages = {787--798},
  publisher = {Elsevier},
  title = {Efficient 3D reconstruction for face recognition},
  volume = {38},
  year = {2005}
}

BibTex

@article{liu2005boosting,
  author = {Liu, Xuezheng and Zhang, Lei and Li, Mingjing and Zhang, Hongjiang and Wang, Dingxing},
  journal = {Pattern Recognition},
  number = {6},
  pages = {887--901},
  publisher = {Elsevier},
  title = {Boosting image classification with LDA-based feature combination for digital photograph management},
  volume = {38},
  year = {2005}
}

BibTex

@inproceedings{liu2005similarity,
  author = {Liu, Ying and Qin, Tao and Liu, Tie-Yan and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {ACM International Workshop on Multimedia Information Retrieval (ACM MIR)},
  organization = {ACM},
  pages = {49--56},
  title = {Similarity space projection for Web image search and annotation},
  year = {2005}
}

BibTex

@article{pang2005learning,
  author = {Pang, Yanwei and Zhang, Lei and Liu, Zhengkai},
  journal = {International Journal of Signal Processing},
  number = {4},
  pages = {251--257},
  title = {Learning to Recognize Faces by Local Feature Design and Selection},
  volume = {2},
  year = {2005}
}

BibTex

@article{pang2005neighborhood,
  author = {Pang, Yanwei and Zhang, Lei and Liu, Zhengkai and Yu, Nenghai and Li, Houqiang},
  journal = {Advances in Intelligent Computing},
  pages = {117--125},
  publisher = {Springer},
  title = {Neighborhood preserving projections (NPP): a novel linear dimension reduction method},
  year = {2005}
}

BibTex

@article{pang2005novel,
  author = {Pang, Yanwei and Zhang, Lei and Li, Mingjing and Liu, Zhengkai and Ma, Weiying},
  journal = {Pacific Rim Conference on Advances in Multimedia Information Processing (PCM)},
  pages = {352--358},
  publisher = {Springer},
  title = {A novel Gabor-LDA based face recognition method},
  year = {2005}
}

BibTex

@inproceedings{xu2005concurrent,
  author = {Xu, Dong and Yan, Shuicheng and Zhang, Lei and Zhang, Hong-Jiang and Liu, Zhengkai and Shum, Heung-Yeung},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {203--208},
  title = {Concurrent subspaces analysis},
  volume = {2},
  year = {2005}
}

BibTex

@inproceedings{xu2005parallel,
  author = {Xu, Dong and Yan, Shuicheng and Zhang, Lei and Li, Mingjing and Ma, Weiying and Liu, Zhengkai and Zhang, Hongjiang},
  booktitle = {International Conference on Multimedia Modeling (MMM)},
  organization = {IEEE},
  pages = {232--238},
  title = {Parallel image matrix compression for face recognition},
  year = {2005}
}

BibTex

@article{xu2005salient,
  author = {Xu, Feng and Zhang, Lei and Zhang, Yu-Jin and Ma, Wei-Ying},
  journal = {Pacific Rim Conference on Advances in Multimedia Information Processing (PCM)},
  pages = {617--628},
  publisher = {Springer},
  title = {Salient feature selection for visual concept learning},
  year = {2005}
}

BibTex

@inproceedings{yan2005coupled,
  author = {Yan, Shuicheng and Xu, Dong and Zhang, Lei and Zhang, Benyu and Zhang, HongJiang},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {645--650},
  title = {Coupled kernel-based subspace learning},
  volume = {1},
  year = {2005}
}

BibTex

@inproceedings{yan2005discriminant,
  author = {Yan, Shuicheng and Xu, Dong and Yang, Qiang and Zhang, Lei and Tang, Xiaoou and Zhang, Hong-Jiang},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  organization = {IEEE},
  pages = {526--532},
  title = {Discriminant analysis with tensor representation},
  volume = {1},
  year = {2005}
}

BibTex

@inproceedings{yao2005natural,
  author = {Yao, Jinyi and Li, Mingjing and Li, Zhiwei and Zhang, Lei and Ma, Wei-Ying},
  booktitle = {IEEE International Conference on Multimedia & Expo (ICME)},
  organization = {IEEE},
  pages = {1198--1201},
  title = {Natural Image Retrieval with Sketches},
  year = {2005}
}

BibTex

@inproceedings{zhang2005auto,
  author = {Zhang, Mingju and Zhang, Lei and Sun, Yanfeng and Feng, Lin and Ma, Weiying},
  booktitle = {IEEE International Conference on Multimedia & Expo (ICME)},
  organization = {IEEE},
  pages = {4--pp},
  title = {Auto cropping for digital photographs},
  year = {2005}
}

BibTex

@inproceedings{hu2004automatic,
  author = {Hu, Yuxiao and Jiang, Dalong and Yan, Shuicheng and Zhang, Lei and Zhang, Hongjiang},
  booktitle = {IEEE International Conference on Automatic Face and Gesture Recognition (FG)},
  organization = {IEEE},
  pages = {843--848},
  title = {Automatic 3D reconstruction for face recognition},
  year = {2004}
}

BibTex

@inproceedings{qian2004dynamic,
  author = {Qian, Fang and Li, Mingjing and Zhang, Lei and Zhang, HongJiang and Zhang, Bo},
  booktitle = {International Workshop on Pattern Recognition in Information Systems (PRIS)},
  pages = {186--195},
  title = {Dynamic Feature Space Selection in Relevance Feedback Using Support Vector Machines},
  year = {2004}
}

BibTex

@inproceedings{zhang2004automated,
  author = {Zhang, Lei and Sun, Yanfeng and Li, Mingjing and Zhang, Hongjiang},
  booktitle = {IEEE International Conference on Image Processing (ICIP)},
  organization = {IEEE},
  pages = {2363--2366},
  title = {Automated red-eye detection and correction in digital photographs},
  volume = {4},
  year = {2004}
}

BibTex

@inproceedings{zhang2004efficient,
  author = {Zhang, Lei and Hu, Yuxiao and Li, Mingjing and Ma, Weiying and Zhang, Hongjiang},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {716--723},
  title = {Efficient propagation for face annotation in family albums},
  year = {2004}
}

BibTex

@inproceedings{chen2003head,
  author = {Chen, Longbin and Zhang, Lei and Hu, Yuxiao and Li, Mingjing and Zhang, Hongjiang},
  booktitle = {IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG)},
  organization = {IEEE},
  pages = {203--207},
  title = {Head pose estimation using fisher manifold learning},
  year = {2003}
}

BibTex

@inproceedings{yin2003semantic,
  author = {Yin, Xiaoxin and Li, Mingjing and Zhang, Lei and Zhang, Hongjiang},
  booktitle = {International Symposium on Circuits and Systems (ISCAS)},
  organization = {IEEE},
  pages = {II--904},
  title = {Semantic image clustering using relevance feedback},
  volume = {2},
  year = {2003}
}

BibTex

@inproceedings{zhang2003automated,
  author = {Zhang, Lei and Chen, Longbin and Li, Mingjing and Zhang, Hongjiang},
  booktitle = {ACM Multimedia},
  organization = {ACM},
  pages = {355--358},
  title = {Automated annotation of human faces in family albums},
  year = {2003}
}

BibTex

@inproceedings{zhang2003bayesian,
  author = {Zhang, Lei and Chen, Longbin and Li, Mingjing and Zhang, Hongjiang},
  booktitle = {International Conference on Computer Vision (ICCV)},
  title = {Bayesian Face Annotation in Family Albums (demo)},
  volume = {2},
  year = {2003}
}

BibTex

@inproceedings{zhang2003efficient,
  author = {Zhang, Lei and Qian, Fang and Li, Mingjing and Zhang, Hong-Jiang},
  booktitle = {IEEE International Conference on Multimedia & Expo (ICME)},
  organization = {IEEE},
  pages = {I--313},
  title = {An efficient memorization scheme for relevance feedback in image retrieval},
  volume = {1},
  year = {2003}
}

BibTex

@inproceedings{zhang2002boosting,
  author = {Zhang, Lei and Li, Mingjing and Zhang, Hong-Jiang},
  booktitle = {IEEE Workshop on Applications of Computer Vision (WACV)},
  organization = {IEEE},
  pages = {95--99},
  title = {Boosting image orientation detection with indoor vs. outdoor classification},
  year = {2002}
}

BibTex

@inproceedings{zhang2001support,
  author = {Zhang, Lei and Lin, Fuzong and Zhang, Bo},
  booktitle = {IEEE International Conference on Image Processing (ICIP)},
  organization = {IEEE},
  pages = {721--724},
  title = {Support vector machine learning for image retrieval},
  volume = {2},
  year = {2001}
}

BibTex

@inproceedings{di2000n,
  author = {DI, Shuo and ZHANG, Lei and CHEN, Zheng and CHANG, Eric and LEE, Kai-Fu},
  booktitle = {International Symposium on Chinese Spoken Language Processing},
  pages = {347--350},
  title = {N-gram language model compression using scalar quantization and incremental coding},
  year = {2000}
}

BibTex

@inproceedings{zhang1999cbir,
  author = {Zhang, Lei and Lin, Fuzong and Zhang, Bo},
  booktitle = {IEEE Region 10 Conference (TENCON)},
  organization = {IEEE},
  pages = {166--169},
  title = {A CBIR method based on color-spatial feature},
  volume = {1},
  year = {1999}
}