Accepting PhD Students

PhD projects

Vision and language, 3D vision

19982020

Research output per year

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Research Output

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Conference Paper
2020

Learning from the scene and borrowing from the rich: tackling the long tail in scene graph generation

He, T., Gao, L., Song, J., Cai, J. & Li, Y-F., 2020, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence. Bessiere, C. (ed.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 587-593 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
2019

3D hand shape and pose estimation from a single RGB image

Ge, L., Ren, Z., Li, Y., Xue, Z., Wang, Y., Cai, J. & Yuan, J., 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. Gupta, A., Hoiem, D., Hua, G. & Tu, Z. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 10833-10842 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
34 Citations (Scopus)

Auto-encoding scene graphs for image captioning

Yang, X., Tang, K., Zhang, H. & Cai, J., 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. Gupta, A., Hoiem, D., Hua, G. & Tu, Z. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 10685-10694 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
26 Citations (Scopus)

Exploiting spatial-temporal relationships for 3D pose estimation via graph convolutional networks

Cai, Y., Ge, L., Liu, J., Cai, J., Cham, T-J., Yuan, J. & Thalmann, N. M., 2019, Proceedings - IEEE International Conference on Computer Vision, ICCV 2019. So Kweon, I., Paragios, N., Yang, M-H. & Lazebnik, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2272-2281 10 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
6 Citations (Scopus)

Facial Motion Prior Networks for facial expression recognition

Chen, Y., Wang, J., Chen, S., Shi, Z. & Cai, J., 2019, 2019 IEEE International Conference on Visual Communications and Image Processing (VCIP 2019). Pickering, M., Wu, Q., Wang, L. & Liu, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Improving deep lesion detection using 3D contextual and spatial attention

Tao, Q., Ge, Z., Cai, J., Yin, J. & See, S., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019: 22nd International Conference Shenzhen, China, October 13–17, 2019 Proceedings, Part VI. Shen, D., Liu, T., Peters, T. M., Staib, L. H., Essert, C., Zhou, S., Yap, P-T. & Khan, A. (eds.). Cham Switzerland: Springer, p. 185-193 9 p. (Lecture Notes in Computer Science ; vol. 11769).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Learning to collocate neural modules for image captioning

Yang, X., Zhang, H. & Cai, J., 2019, Proceedings - IEEE International Conference on Computer Vision, ICCV 2019. Kweon, I. S., Paragios, N., Yang, M-H. & Lazebnik, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 4250-4260 11 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
5 Citations (Scopus)

M2E-try On Net: fashion from model to everyone

Wu, Z., Tao, Q., Lin, G. & Cai, J., 2019, Proceedings of the 27th ACM International Conference on Multimedia. Gravier, G., Hung, H., Ngo, C-W. & Ooi, W. T. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 293-301 9 p. (MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)

Pluralistic image completion

Zheng, C., Cham, T. J. & Cai, J., 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. Gupta, A., Hoiem, D., Hua, G. & Tu, Z. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1438-1447 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
25 Citations (Scopus)

Region Deformer Networks for unsupervised depth estimation from unconstrained monocular videos

Xu, H., Zheng, J., Cai, J. & Zhang, J., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 5685-5691 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Scene graph generation with external knowledge and image reconstruction

Gu, J., Zhao, H., Lin, Z., Li, S., Cai, J. & Ling, M., 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. Gupta, A., Hoiem, D., Hua, G. & Tu, Z. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1969-1978 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
16 Citations (Scopus)

Semantic segmentation via domain adaptation with global structure embedding

Zhang, T., Lin, G., Cai, J. & Kot, A. C., 2019, 2019 IEEE International Conference on Visual Communications and Image Processing (VCIP 2019). Pickering, M., Wu, Q., Wang, L. & Liu, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Skeleton-aware 3D human shape reconstruction from point clouds

Jiang, H., Cai, J. & Zheng, J., 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. So Kweon, I., Paragios, N., Yang, M-H. & Lazebnik, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 5430-5440 11 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

File
1 Citation (Scopus)

Task-in-all domain adaptation for semantic segmentation

Zhang, T., Yang, J., Zheng, C., Lin, G., Cai, J. & Kot, A. C., 2019, 2019 IEEE International Conference on Visual Communications and Image Processing (VCIP 2019). Pickering, M., Wu, Q., Wang, L. & Liu, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Unpaired image captioning via scene graph alignments

Gu, J., Joty, S., Cai, J., Zhao, H., Yang, X. & Wang, G., 2019, Proceedings - IEEE International Conference on Computer Vision, ICCV 2019. Kweon, I. S., Paragios, N., Yang, M-H. & Lazebnik, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 10323-10332 10 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
4 Citations (Scopus)

Watch it twice: video captioning with a refocused video encoder

Shi, X., Joty, S., Cai, J. & Gu, J., 2019, Proceedings of the 27th ACM International Conference on Multimedia. Gravier, G., Hung, H., Ngo, C-W. & Ooi, W. T. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 818-826 9 p. (MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2018

Alive caricature from 2D to 3D

Wu, Q., Zhang, J., Lai, Y-K., Zheng, J. & Cai, J., 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. Forsyth, D., Laptev, I., Ramanan, D. & Oliva, A. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 7336-7345 10 p. 8578864

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

5 Citations (Scopus)

Background subtraction based on Deep Pixel Distribution Learning

Zhao, C., Cham, T-L., Ren, X., Cai, J. & Zhu, H., 2018, Conference Proceedings: 2018 IEEE International Conference on Multimedia and Expo (ICME). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 343-348 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

3 Citations (Scopus)

Deep adaptive attention for joint facial action unit detection and face alignment

Shao, Z., Liu, Z., Cai, J. & Ma, L., 2018, Computer Vision – ECCV 2018: 15th European Conference Munich, Germany, September 8–14, 2018 Proceedings, Part XIII. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Cham Switzerland: Springer, p. 725-740 16 p. (Lecture Notes in Computer Science ; vol. 11217 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

4 Citations (Scopus)

Generalized robust Bayesian committee machine for large-scale Gaussian process regression

Liu, H., Cai, J., Wang, Y. & Ong, Y-S., 2018, Proceedings of Machine Learning Research: International Conference on Machine Learning, 10-15 July 2018, Stockholmsmässan, Stockholm Sweden. Dy, J. & Krause, A. (eds.). Stroudsburg PA USA: International Machine Learning Society (IMLS), Vol. 80. p. 3131-3140 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
4 Citations (Scopus)

Look, imagine and match: improving textual-visual cross-modal retrieval with generative models

Gu, J., Cai, J., Joty, S., Niu, L. & Wang, G., 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. Forsyth, D., Laptev, I., Oliva, A. & Ramanan, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 7181-7189 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

74 Citations (Scopus)

Quadtree Convolutional Neural Networks

Jayaraman, P. K., Mei, J., Cai, J. & Zheng, J., 2018, Computer Vision – ECCV 2018: 15th European Conference Munich, Germany, September 8–14, 2018 Proceedings, Part VI. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Cham Switzerland: Springer, p. 554-569 16 p. (Lecture Notes in Computer Science ; vol. 11210).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Real-time 3D face-eye performance capture of a person wearing vr headset

Song, G., Cai, J., Cham, T-J., Zheng, J., Zhang, J. & Fuchs, H., 2018, MM’18 - Proceedings of the 2018 ACM Multimedia Conference. Byun, H., Wen Chen, C., Lienhart, R. & Mei, T. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 923-931 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)

Shuffle-then-assemble: learning object-agnostic visual relationship features

Yang, X., Zhang, H. & Cai, J., 2018, Computer Vision – ECCV 2018: 15th European Conference Munich, Germany, September 8–14, 2018 Proceedings, Part XII. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Cham Switzerland: Springer, p. 38-54 17 p. (Lecture Notes in Computer Science ; vol. 11216 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

7 Citations (Scopus)

Stack-captioning: coarse-to-fine learning for image captioning

Gu, J., Cai, J., Wang, G. & Chen, T., 2018, The Thirty-Second AAAI Conference on Artificial Intelligence. McIlraith, S. & Weinberger, K. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 6837-6844 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
39 Citations (Scopus)

SubdSH: subdivision-based Spherical Harmonics field for real-time shading-based refinement under challenging unknown Illumination

Deng, T., Zheng, J., Cai, J. & Cham, T-J., 2018, IEEE VCIP - 2018: IEEE International Conference on Visual Communications and Image Processing. Cheng, W-H. & Cheung, G. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 4 p. 8698629

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

T2 Net: synthetic-to-realistic translation for solving single-image depth estimation tasks

Zheng, C., Cham, T. J. & Cai, J., 2018, Computer Vision – ECCV 2018: 15th European Conference Munich, Germany, September 8–14, 2018 Proceedings, Part VII. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Cham Switzerland: Springer, p. 798-814 17 p. (Lecture Notes in Computer Science ; vol. 11211 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Unpaired image captioning by language pivoting

Gu, J., Joty, S., Cai, J. & Wang, G., 2018, Computer Vision – ECCV 2018: 15th European Conference Munich, Germany, September 8–14, 2018 Proceedings, Part I. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Cham Switzerland: Springer, p. 519-535 17 p. (Lecture Notes in Computer Science; vol. 11205).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)

VQA-E: explaining, elaborating, and enhancing your answers for visual questions

Li, Q., Tao, Q., Joty, S., Cai, J. & Luo, J., 2018, Computer Vision – ECCV 2018: 15th European Conference Munich, Germany, September 8–14, 2018 Proceedings, Part VII. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Cham Switzerland: Springer, p. 570-586 17 p. (Lecture Notes in Computer Science ; vol. 11211 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Weakly-supervised 3D hand pose estimation from monocular RGB images

Cai, Y., Ge, L., Cai, J. & Yuan, J., 2018, Computer Vision – ECCV 2018: 15th European Conference Munich, Germany, September 8–14, 2018 Proceedings, Part VI. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Cham Switzerland: Springer, p. 678-694 17 p. (Lecture Notes in Computer Science ; vol. 11210 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

6 Citations (Scopus)

Zero-annotation object detection with web knowledge transfer

Tao, Q., Yang, H. & Cai, J., 2018, Computer Vision – ECCV 2018: 15th European Conference Munich, Germany, September 8–14, 2018 Proceedings, Part XI. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Cham Switzerland: Springer, p. 387-403 17 p. (Lecture Notes in Computer Science ; vol. 11215 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)
2017

Action proposals using hierarchical clustering of super-trajectories

Zhang, T., Niu, L., Cai, J. & Kot, A. C., 2017, 2017 IEEE Visual Communications and Image Processing (VCIP 2017). Steinbach, E., Lin, W., Busso, C. & Ma, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 482-485 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

A generative model for depth-based robust 3D facial pose tracking

Sheng, L., Cai, J., Cham, T-J., Pavlovic, V. & Ngan, K. N., 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Liu, Y., M. Rehg, J., J. Taylor, C. & Wu, Y. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 4598-4607 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

4 Citations (Scopus)

An empirical study of language CNN for image captioning

Gu, J., Wang, G., Cai, J. & Chen, T., 2017, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Cucchiara, R., Matsushita, Y., Sebe, N. & Soatto, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1231-1240 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

39 Citations (Scopus)

Enriched deep recurrent visual attention model for multiple object recognition

Ablavatski, A., Lu, S. & Cai, J., 2017, Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. S. Brown, M., Feris, R., Sanderson, C. & Turk, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 971-978 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

11 Citations (Scopus)

FaceCollage: A rapidly deployable system for real-time head reconstruction for on-the-go 3D telepresence

Tan, F., Fu, C. W., Deng, T., Cai, J. & Cham, T. J., 2017, MM’17 - Proceedings of the 2017 ACM Multimedia Conference. Chen, K-T., Boll, S., Chen, P., Friedland, G., Li, J. & Yan, S. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 64-72 9 p. (MM 2017 - Proceedings of the 2017 ACM Multimedia Conference).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

4 Citations (Scopus)

MIML-FCN+: multi-instance multi-label learning via fully convolutional networks with privileged information

Yang, H., Zhou, J. T., Cai, J. & Ong, Y. S., 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Liu, Y., M. Rehg, J., J. Taylor, C. & Wu, Y. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 5996-6004 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

19 Citations (Scopus)

Object co-skeletonization with co-segmentation

Jerripothula, K. R., Cai, J., Lu, J. & Yuan, J., 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Liu, Y., M. Rehg, J., J. Taylor, C. & Wu, Y. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3881-3889 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

20 Citations (Scopus)

Robust survey aggregation with Student-t distribution and sparse representation

Tang, Q., Dai, T., Niu, L., Wang, Y., Xia, S-T. & Cai, J., 2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 2829-2835 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
1 Citation (Scopus)

Student-t process regression with student-t likelihood

Tang, Q., Niu, L., Wang, Y., Dai, T., An, W., Cai, J. & Xia, S-T., 2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 2822-2828 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
3 Citations (Scopus)

Wordfence: text detection in natural images with border awareness

Polzounov, A., Ablavatski, A., Escalera, S., Lu, S. & Cai, J., 2017, 2017 IEEE International Conference on Image Processing - Proceedings. Luo, J., Zeng, W. & Zhang, Y-J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1222-1226 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

6 Citations (Scopus)
2016

CATS: co-saliency activated tracklet selection for video co-localization

Jerripothula, K. R., Cai, J. & Yuan, J., 2016, Computer Vision – ECCV 2016: 14th European Conference Amsterdam, The Netherlands, October 11–14, 2016 Proceedings, Part VII. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Cham Switzerland: Springer, p. 187-202 16 p. (Lecture Notes in Computer Science ; vol. 9911 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

11 Citations (Scopus)

Domain adaptive Fisher vector for visual recognition

Niu, L., Cai, J. & Xu, D., 2016, Computer Vision – ECCV 2016: 14th European Conference Amsterdam, The Netherlands, October 11–14, 2016 Proceedings, Part VI. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Cham Switzerland: Springer, p. 550-566 17 p. (Lecture Notes in Computer Science ; vol. 9910 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

4 Citations (Scopus)

Efficient object feature selection for action recognition

Zhang, T., Zhangg, Y., Cai, J. & Kot, A. C., 2016, 2016 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. Ching, P. C. & K.C. Ho, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2707-2711 5 p. 7472169

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

6 Citations (Scopus)

Exploit bounding box annotations for multi-label object recognition

Yang, H., Zhou, J. T., Zhang, Y., Gao, B-B., Wu, J. & Cai, J., 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. Agapito, L., Berg, T., Kosecka, J. & Zelnik-Manor, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 280-288 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

44 Citations (Scopus)

Improving multi-label learning with missing labels by structured semantic correlations

Yang, H., Zhou, J. T. & Cai, J., 2016, Computer Vision – ECCV 2016: 14th European Conference Amsterdam, The Netherlands, October 11–14, 2016 Proceedings, Part I. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Cham Switzerland: Springer, p. 835-851 17 p. (Lecture Notes in Computer Science ; vol. 9905 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

19 Citations (Scopus)

Modality and component aware feature fusion for RGB-D scene classification

Wang, A., Cai, J., Lu, J. & Cham, T-J., 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. Agapito, L., Berg, T., Kosecka, J. & Zelnik-Manor, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 5995-6004 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

34 Citations (Scopus)

Part propagation for local part segmentation

Meng, F., Li, H., Wu, Q., Luo, B., Cai, J. & Huang, C., 2016, VCIP 2016 - 30th Anniversary of Visual Communication and Image Processing. Li, H., Cai, J., Hua, X. & Gong, Y. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 57-60 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Photometric stereo using mesh face based optimization

Xu, D., Cai, J., Zheng, J. & Zhang, J., 2016, VCIP 2016 - 30th Anniversary of Visual Communication and Image Processing. Li, H., Cai, J., Hua, X. & Gong, Y. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 5-8 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Robust real-time performance-driven 3D face tracking

Pham, H. X., Pavlovic, V., Cai, J. & Cham, T., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR 2016). Davis, L., Del Bimbo, A. & C. Lovell, B. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1851-1856 6 p. 7899906

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

5 Citations (Scopus)