If you made any changes in Pure, your changes will be visible here soon.

Research Output 2008 2018

2018
2 Citations (Scopus)

Discovering triangles in portraits for supporting photographic creation

He, S., Zhou, Z., Farhat, F. & Wang, J., Jan 1 2018, In : IEEE Transactions on Multimedia. 20, 2, p. 496-508 13 p., 8010436.

Research output: Contribution to journalArticle

Recommender systems
Photography
Chemical analysis
Lenses
Cameras
4 Citations (Scopus)

Improving Offline Handwritten Chinese Character Recognition by Iterative Refinement

Yang, X., He, D., Zhou, Z., Kifer, D. & Giles, C. L., Jan 25 2018, Proceedings - 14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017. IEEE Computer Society, p. 5-10 6 p. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR; vol. 1).

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

Character recognition
Recurrent neural networks
Neural networks
3 Citations (Scopus)

Learning to Parse Wireframes in Images of Man-Made Environments

Huang, K., Wang, Y., Zhou, Z., Ding, T., Gao, S. & Ma, Y., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 626-635 10 p. 8578170. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Navigation
Neural networks
Geometry
Experiments
3 Citations (Scopus)

Recovering 3D planes from a single image via convolutional neural networks

Yang, F. & Zhou, Z., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 87-103 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).

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

Human robot interaction
Labeling
Labels
Navigation
Semantics
2017
6 Citations (Scopus)

Aggregating local context for accurate scene text detection

He, D., Yang, X., Huang, W., Zhou, Z., Kifer, D. & Giles, C. L., Jan 1 2017, Computer Vision - 13th Asian Conference on Computer Vision, ACCV 2016, Revised Selected Papers. Nishino, K., Lai, S-H., Lepetit, V. & Sato, Y. (eds.). Springer Verlag, p. 280-296 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10115 LNCS).

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

Network architecture
Neural networks
Line
Experiments
Refinement
2 Citations (Scopus)

Beyond saliency: Assessing visual balance with high-level cues

Kandemir, B., Zhou, Z., Li, J. & Wang, J., Oct 23 2017, Thematic Workshops 2017 - Proceedings of the Thematic Workshops of ACM Multimedia 2017, co-located with MM 2017. Association for Computing Machinery, Inc, p. 26-34 9 p.

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

Saliency
Chemical analysis
Saliency Map
Photography
Linear regression
8 Citations (Scopus)

Detecting Dominant Vanishing Points in Natural Scenes with Application to Composition-Sensitive Image Retrieval

Zhou, Z., Farhat, F. & Wang, J., Dec 1 2017, In : IEEE Transactions on Multimedia. 19, 12, p. 2651-2665 15 p., 7927423.

Research output: Contribution to journalArticle

Photography
Image retrieval
Photocomposition
Chemical analysis
Feedback
20 Citations (Scopus)

Label Information Guided Graph Construction for Semi-Supervised Learning

Zhuang, L., Zhou, Z., Gao, S., Yin, J., Lin, Z. & Ma, Y., Sep 2017, In : IEEE Transactions on Image Processing. 26, 9, p. 4182-4192 11 p., 7931596.

Research output: Contribution to journalArticle

Supervised learning
Labels
Convex optimization
Experiments
17 Citations (Scopus)

Learning to read irregular text with attention mechanisms

Yang, X., He, D., Zhou, Z., Kifer, D. & Giles, C. L., Jan 1 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 3280-3286 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

Text processing
Experiments
18 Citations (Scopus)

Multi-scale FCN with cascaded instance aware segmentation for arbitrary oriented word spotting in the wild

He, D., Yang, X., Liang, C., Zhou, Z., Ororbia, A. G., Kifer, D. & Giles, C. L., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 474-483 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

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

Neural networks
4 Citations (Scopus)

Smart Library: Identifying Books on Library Shelves Using Supervised Deep Learning for Scene Text Reading

Yang, X., He, D., Huang, W., Ororbia, A., Zhou, Z., Kifer, D. & Giles, C. L., Jul 25 2017, 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017. Institute of Electrical and Electronics Engineers Inc., 7991581. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

Lighting
Personnel
Deep learning
2016
7 Citations (Scopus)

Detecting arbitrary oriented text in the wild with a visual attention model

Huang, W., He, D., Yang, X., Zhou, Z., Kifer, D. & Giles, C. L., Oct 1 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 551-555 5 p. (MM 2016 - Proceedings of the 2016 ACM Multimedia Conference).

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

Recurrent neural networks
Semantics
4 Citations (Scopus)

Robust plane-based calibration of multiple non-overlapping cameras

Zhu, C., Zhou, Z., Xing, Z., Dong, Y., Ma, Y. & Yu, J., Dec 15 2016, Proceedings - 2016 4th International Conference on 3D Vision, 3DV 2016. Institute of Electrical and Electronics Engineers Inc., p. 658-666 9 p. 7785142. (Proceedings - 2016 4th International Conference on 3D Vision, 3DV 2016).

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

Cameras
Calibration
End effectors
Robotics
Availability
2015
6 Citations (Scopus)

Modeling perspective effects in photographic composition

Zhou, Z., He, S., Li, J. & Wang, J. Z., Oct 13 2015, MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 301-310 10 p. (MM 2015 - Proceedings of the 2015 ACM Multimedia Conference).

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

Image retrieval
Photocomposition
Photography
Chemical analysis
Marketing
2013
216 Citations (Scopus)

Fast ℓ1-minimization algorithms for robust face recognition

Yang, A. Y., Zhou, Z., Balasubramanian, A. G., Sastry, S. S. & Ma, Y., Jun 21 2013, In : IEEE Transactions on Image Processing. 22, 8, p. 3234-3246 13 p., 6514938.

Research output: Contribution to journalArticle

Face recognition
Scalability
Convex optimization
Message passing
Linear systems
37 Citations (Scopus)

Plane-based content preserving warps for video stabilization

Zhou, Z., Jin, H. & Ma, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2299-2306 8 p., 6619142.

Research output: Contribution to journalConference article

Stabilization
Textures
40 Citations (Scopus)

Single-sample face recognition with image corruption and misalignment via sparse illumination transfer

Zhuang, L., Yang, A. Y., Zhou, Z., Sastry, S. S. & Ma, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 3546-3553 8 p., 6619299.

Research output: Contribution to journalConference article

Face recognition
Lighting
Glossaries
Pixels
Experiments
2012
27 Citations (Scopus)

Robust plane-based structure from motion

Zhou, Z., Jin, H. & Ma, Y., Oct 1 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 1482-1489 8 p. 6247837. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Cameras
Recovery
430 Citations (Scopus)

Toward a practical face recognition system: Robust alignment and illumination by sparse representation

Wagner, A., Wright, J., Ganesh, A., Zhou, Z., Mobahi, H. & Ma, Y., Jan 1 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 2, p. 372-386 15 p., 5871642.

Research output: Contribution to journalArticle

Sparse Representation
Face recognition
Face Recognition
Illumination
Alignment
2011
27 Citations (Scopus)

Holistic 3D reconstruction of urban structures from low-rank textures

Mobahi, H., Zhou, Z., Yang, A. Y. & Ma, Y., Dec 1 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. p. 593-600 8 p. 6130297. (Proceedings of the IEEE International Conference on Computer Vision).

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

Textures
Cameras
Geometry
Calibration
2010
286 Citations (Scopus)

Stable principal component pursuit

Zhou, Z., Li, X., Wright, J., Candès, E. & Ma, Y., Aug 23 2010, 2010 IEEE International Symposium on Information Theory, ISIT 2010 - Proceedings. p. 1518-1522 5 p. 5513535. (IEEE International Symposium on Information Theory - Proceedings).

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

Low-rank Matrices
Pursuit
Principal Components
Convex Program
Gross
4 Citations (Scopus)

Towards a robust face recognition system using compressive sensing

Yang, A. Y., Zhou, Z., Ma, Y. & Sastry, S. S., Dec 1 2010, p. 2250-2253. 4 p.

Research output: Contribution to conferencePaper

Speech Acoustics
Lighting
Guidelines
Facial Recognition
Face Recognition
2009

Face recognition by sparse representation

Ganesh, A., Wagner, A., Zhou, Z., Yang, A. Y., Ma, Y. & Wright, J., Jan 1 2009, Compressed Sensing: Theory and Applications. Cambridge University Press, p. 515-539 25 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Face recognition
Lighting
Access control
Computer vision
Pattern recognition
132 Citations (Scopus)

Face recognition with contiguous occlusion using Markov Random Fields

Zhou, Z., Wagner, A., Mobahi, H., Wright, J. & Ma, Y., Dec 1 2009, 2009 IEEE 12th International Conference on Computer Vision, ICCV 2009. p. 1050-1057 8 p. 5459383. (Proceedings of the IEEE International Conference on Computer Vision).

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

Face recognition
Pixels
Experiments
25 Citations (Scopus)

Separation of a subspace-sparse signal: Algorithms and conditions

Ganesh, A., Zhou, Z. & Ma, Y., Sep 23 2009, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. p. 3141-3144 4 p. 4960290. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Recovery
Atoms
171 Citations (Scopus)

Towards a practical face recognition system: Robust registration and illumination by sparse representation

Wagner, A., Wright, J., Ganesh, A., Zhou, Z. & Ma, Y., Jan 1 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 597-604 8 p. 5206654. (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009; vol. 2009 IEEE Computer Society Conference on Computer Vision and ...).

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

Face recognition
Lighting
Testing
2008
26 Citations (Scopus)

Demo: robust face recognition via sparse representation

Wright, J., Ganesh, A., Zhou, Z., Wagner, A. & Ma, Y., Dec 1 2008, 2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008. 4813404. (2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008).

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

Face recognition
Access control
Demonstrations
Lighting
Control systems
14 Citations (Scopus)

Nearest-subspace patch matching for face recognition under varying pose and illumination

Zhou, Z., Ganesh, A., Wright, J., Tsai, S. F. & Ma, Y., Dec 1 2008, 2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008. 4813452. (2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008).

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

Face recognition
Lighting
Access control
Experiments