Ziming Zhang

Ziming Zhang
  • Biography

    Before joining MERL he was a research assistant professor at Boston University, MA. His research interest lies in computer vision and machine learning, including object recognition and detection, zero-shot learning, optimization, etc. His works have appeared in TPAMI, CVPR, ICCV, ECCV, ACM MM and NIPS.

  • Other Publications

    •  Sui, Yao; Zhang, Ziming; Wang, Guanghui; Tang, Yafei; Zhang, Li, "Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning", European Conference on Computer Vision, 2016, pp. 662-678.
      BibTeX
      • @Inproceedings{sui2016real,
      • author = {Sui, Yao and Zhang, Ziming and Wang, Guanghui and Tang, Yafei and Zhang, Li},
      • title = {Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning},
      • booktitle = {European Conference on Computer Vision},
      • year = 2016,
      • pages = {662--678},
      • organization = {Springer}
      • }
    •  Zhang, Ziming; Chen, Yuting; Saligrama, Venkatesh, "Efficient Training of Very Deep Neural Networks for Supervised Hashing", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016, pp. 1487-1495.
      BibTeX
      • @Inproceedings{zhang2016efficient,
      • author = {Zhang, Ziming and Chen, Yuting and Saligrama, Venkatesh},
      • title = {Efficient Training of Very Deep Neural Networks for Supervised Hashing},
      • booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
      • year = 2016,
      • pages = {1487--1495}
      • }
    •  Zhang, Ziming; Saligrama, Venkatesh, "Zero-Shot Recognition via Structured Prediction", European Conference on Computer Vision, 2016, pp. 533-548.
      BibTeX
      • @Inproceedings{zhang2016zero,
      • author = {Zhang, Ziming and Saligrama, Venkatesh},
      • title = {Zero-Shot Recognition via Structured Prediction},
      • booktitle = {European Conference on Computer Vision},
      • year = 2016,
      • pages = {533--548},
      • organization = {Springer}
      • }
    •  Zhang, Ziming; Saligrama, Venkatesh, "Zero-shot learning via joint latent similarity embedding", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016, pp. 6034-6042.
      BibTeX
      • @Inproceedings{zhang2016zero,
      • author = {Zhang, Ziming and Saligrama, Venkatesh},
      • title = {Zero-shot learning via joint latent similarity embedding},
      • booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
      • year = 2016,
      • pages = {6034--6042}
      • }
    •  Castanon, Gregory; Chen, Yuting; Zhang, Ziming; Saligrama, Venkatesh, "Efficient activity retrieval through semantic graph queries", Proceedings of the 23rd ACM international conference on Multimedia, 2015, pp. 391-400.
      BibTeX
      • @Inproceedings{castanon2015efficient,
      • author = {Castanon, Gregory and Chen, Yuting and Zhang, Ziming and Saligrama, Venkatesh},
      • title = {Efficient activity retrieval through semantic graph queries},
      • booktitle = {Proceedings of the 23rd ACM international conference on Multimedia},
      • year = 2015,
      • pages = {391--400},
      • organization = {ACM}
      • }
    •  Zhang, Ziming; Chen, Yuting; Saligrama, Venkatesh, "Group Membership Prediction", International Conference on Computer Vision (ICCV), 2015.
      BibTeX
      • @Inproceedings{zhang2015group,
      • author = {Zhang, Ziming and Chen, Yuting and Saligrama, Venkatesh},
      • title = {Group Membership Prediction},
      • booktitle = {International Conference on Computer Vision (ICCV)},
      • year = 2015
      • }
    •  Zhang, Ziming; Torr, Philip H.S., "Object Proposal Generation using Two-Stage Cascade SVMs", IEEE TPAMI, 2015.
      BibTeX
      • @Article{zhang2015object,
      • author = {Zhang, Ziming and Torr, Philip H.S.},
      • title = {Object Proposal Generation using Two-Stage Cascade SVMs},
      • journal = {IEEE TPAMI},
      • year = 2015,
      • publisher = {IEEE}
      • }
    •  Zhang, Ziming; Saligrama, Venkatesh, "Rapid: Rapidly accelerated proximal gradient algorithms for convex minimization", 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, pp. 3796-3800.
      BibTeX
      • @Inproceedings{zhang2015rapid,
      • author = {Zhang, Ziming and Saligrama, Venkatesh},
      • title = {Rapid: Rapidly accelerated proximal gradient algorithms for convex minimization},
      • booktitle = {2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
      • year = 2015,
      • pages = {3796--3800},
      • organization = {IEEE}
      • }
    •  Zhang, Ziming; Saligrama, Venkatesh, "Zero-Shot Learning via Semantic Similarity Embedding", International Conference on Computer Vision (ICCV), 2015.
      BibTeX
      • @Inproceedings{zhang2015zero,
      • author = {Zhang, Ziming and Saligrama, Venkatesh},
      • title = {Zero-Shot Learning via Semantic Similarity Embedding},
      • booktitle = {International Conference on Computer Vision (ICCV)},
      • year = 2015
      • }
    •  Cheng, Ming-Ming; Zhang, Ziming; Lin, Wen-Yan; Torr, Philip, "BING: Binarized normed gradients for objectness estimation at 300fps", Proceedings of the IEEE conference on computer vision and pattern recognition, 2014, pp. 3286-3293.
      BibTeX
      • @Inproceedings{cheng2014bing,
      • author = {Cheng, Ming-Ming and Zhang, Ziming and Lin, Wen-Yan and Torr, Philip},
      • title = {BING: Binarized normed gradients for objectness estimation at 300fps},
      • booktitle = {Proceedings of the IEEE conference on computer vision and pattern recognition},
      • year = 2014,
      • pages = {3286--3293}
      • }
    •  Zhang, Ziming; Huang, Heng; Shen, Dinggang, "Integrative Analysis of Multi-Dimensional Imaging Genomics Data for Alzheimer's Disease Prediction", Front. Aging Neurosci., 2014.
      BibTeX
      • @Article{zhang2014integrative,
      • author = {Zhang, Ziming and Huang, Heng and Shen, Dinggang},
      • title = {Integrative Analysis of Multi-Dimensional Imaging Genomics Data for Alzheimer's Disease Prediction},
      • journal = {Front. Aging Neurosci.},
      • year = 2014
      • }
    •  Zhang, Ziming; Chen, Yuting; Saligrama, Venkatesh, "A Novel Visual Word Co-occurrence Model for Person Re-identification", ECCV Workshop on Visual Surveillance and Re-Identification, 2014.
      BibTeX
      • @Inproceedings{zhang2014novel,
      • author = {Zhang, Ziming and Chen, Yuting and Saligrama, Venkatesh},
      • title = {A Novel Visual Word Co-occurrence Model for Person Re-identification},
      • booktitle = {ECCV Workshop on Visual Surveillance and Re-Identification},
      • year = 2014
      • }
    •  Zhang, Ziming; Saligrama, Venkatesh, "PRISM: Person Re-Identification via Structured Matching", arXiv preprint arXiv:1406.4444, 2014.
      BibTeX
      • @Article{zhang2014prism,
      • author = {Zhang, Ziming and Saligrama, Venkatesh},
      • title = {PRISM: Person Re-Identification via Structured Matching},
      • journal = {arXiv preprint arXiv:1406.4444},
      • year = 2014
      • }
    •  Zhang, Ziming; Sturgess, Paul; Sengupta, Sunando; Crook, Nigel; Torr, Philip HS, "Efficient discriminative learning of parametric nearest neighbor classifiers", Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on, 2012, pp. 2232-2239.
      BibTeX
      • @Inproceedings{zhang2012efficient,
      • author = {Zhang, Ziming and Sturgess, Paul and Sengupta, Sunando and Crook, Nigel and Torr, Philip HS},
      • title = {Efficient discriminative learning of parametric nearest neighbor classifiers},
      • booktitle = {Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on},
      • year = 2012,
      • pages = {2232--2239},
      • organization = {IEEE}
      • }
    •  Zhang, Ziming; Huang, Jiawei; Li, Ze-Nian, "Learning sparse features on-line for image classification", International Conference Image Analysis and Recognition, 2011, pp. 122-131.
      BibTeX
      • @Inproceedings{zhang2011learning,
      • author = {Zhang, Ziming and Huang, Jiawei and Li, Ze-Nian},
      • title = {Learning sparse features on-line for image classification},
      • booktitle = {International Conference Image Analysis and Recognition},
      • year = 2011,
      • pages = {122--131},
      • organization = {Springer Berlin Heidelberg}
      • }
    •  Zhang, Ziming; Ladicky, Lubor; Torr, Philip; Saffari, Amir, "Learning anchor planes for classification", Advances in Neural Information Processing Systems, 2011, pp. 1611-1619.
      BibTeX
      • @Inproceedings{zhang2011learning,
      • author = {Zhang, Ziming and Ladicky, Lubor and Torr, Philip and Saffari, Amir},
      • title = {Learning anchor planes for classification},
      • booktitle = {Advances in Neural Information Processing Systems},
      • year = 2011,
      • pages = {1611--1619}
      • }
    •  Zhang, Ziming; Warrell, Jonathan; Torr, Philip HS, "Proposal generation for object detection using cascaded ranking svms", Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on, 2011, pp. 1497-1504.
      BibTeX
      • @Inproceedings{zhang2011proposal,
      • author = {Zhang, Ziming and Warrell, Jonathan and Torr, Philip HS},
      • title = {Proposal generation for object detection using cascaded ranking svms},
      • booktitle = {Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on},
      • year = 2011,
      • pages = {1497--1504},
      • organization = {IEEE}
      • }
    •  Zhang, Ziming; Li, Ze-Nian; Drew, Mark S, "AdaMKL: A novel biconvex multiple kernel learning approach", Pattern Recognition (ICPR), 2010 20th International Conference on, 2010, pp. 2126-2129.
      BibTeX
      • @Inproceedings{zhang2010adamkl,
      • author = {Zhang, Ziming and Li, Ze-Nian and Drew, Mark S},
      • title = {AdaMKL: A novel biconvex multiple kernel learning approach},
      • booktitle = {Pattern Recognition (ICPR), 2010 20th International Conference on},
      • year = 2010,
      • pages = {2126--2129},
      • organization = {IEEE}
      • }
    •  Zhang, Ziming; Huang, Jiawei; Li, Ze-Nian, "Discovering motion patterns for human action recognition", Pacific-Rim Conference on Multimedia, 2010, pp. 716-727.
      BibTeX
      • @Inproceedings{zhang2010discovering,
      • author = {Zhang, Ziming and Huang, Jiawei and Li, Ze-Nian},
      • title = {Discovering motion patterns for human action recognition},
      • booktitle = {Pacific-Rim Conference on Multimedia},
      • year = 2010,
      • pages = {716--727},
      • organization = {Springer Berlin Heidelberg}
      • }
    •  Zhang, Ziming; Li, Ze-Nian; Drew, Mark S, "Learning image similarities via probabilistic feature matching", 2010 IEEE International Conference on Image Processing, 2010, pp. 1857-1860.
      BibTeX
      • @Inproceedings{zhang2010learning,
      • author = {Zhang, Ziming and Li, Ze-Nian and Drew, Mark S},
      • title = {Learning image similarities via probabilistic feature matching},
      • booktitle = {2010 IEEE International Conference on Image Processing},
      • year = 2010,
      • pages = {1857--1860},
      • organization = {IEEE}
      • }
    •  Zhang, Ziming; Li, Ze-Nian; Drew, Mark, "Feature correspondence with constrained global spatial structures", 2009 16th IEEE International Conference on Image Processing (ICIP), 2009, pp. 177-180.
      BibTeX
      • @Inproceedings{zhang2009feature,
      • author = {Zhang, Ziming and Li, Ze-Nian and Drew, Mark},
      • title = {Feature correspondence with constrained global spatial structures},
      • booktitle = {2009 16th IEEE International Conference on Image Processing (ICIP)},
      • year = 2009,
      • pages = {177--180},
      • organization = {IEEE}
      • }
    •  Zhang, Ziming; Hu, Yiqun; Chan, Syin; Chia, Liang-Tien, "Motion context: A new representation for human action recognition", European Conference on Computer Vision, 2008, pp. 817-829.
      BibTeX
      • @Inproceedings{zhang2008motion,
      • author = {Zhang, Ziming and Hu, Yiqun and Chan, Syin and Chia, Liang-Tien},
      • title = {Motion context: A new representation for human action recognition},
      • booktitle = {European Conference on Computer Vision},
      • year = 2008,
      • pages = {817--829},
      • organization = {Springer Berlin Heidelberg}
      • }
    •  Zhang, Ziming; Chan, Syin; Chia, Liang-Tien, "Codebook+: a new module for creating discriminative codebooks", 2007 IEEE International Conference on Multimedia and Expo, 2007, pp. 815-818.
      BibTeX
      • @Inproceedings{zhang2007codebook+,
      • author = {Zhang, Ziming and Chan, Syin and Chia, Liang-Tien},
      • title = {Codebook+: a new module for creating discriminative codebooks},
      • booktitle = {2007 IEEE International Conference on Multimedia and Expo},
      • year = 2007,
      • pages = {815--818},
      • organization = {IEEE}
      • }
    •  Zhang, Ziming; Chan, Syin; Chia, Liang-Tien, "Discriminative Signatures for Image Classification", 2007 IEEE International Conference on Image Processing, 2007, vol. 2, pp. II-197.
      BibTeX
      • @Inproceedings{zhang2007discriminative,
      • author = {Zhang, Ziming and Chan, Syin and Chia, Liang-Tien},
      • title = {Discriminative Signatures for Image Classification},
      • booktitle = {2007 IEEE International Conference on Image Processing},
      • year = 2007,
      • volume = 2,
      • pages = {II--197},
      • organization = {IEEE}
      • }
    •  Zhang, Ziming; Chan, Syin; Chia, Liang-Tien, "Image classification using tensor representation", Proceedings of the 15th ACM international conference on Multimedia, 2007, pp. 281-284.
      BibTeX
      • @Inproceedings{zhang2007image,
      • author = {Zhang, Ziming and Chan, Syin and Chia, Liang-Tien},
      • title = {Image classification using tensor representation},
      • booktitle = {Proceedings of the 15th ACM international conference on Multimedia},
      • year = 2007,
      • pages = {281--284},
      • organization = {ACM}
      • }