Notes 1: Electronic papers shared
on this website are for fast dissemination of research work. The
copyrights of the papers belong to the corresponding publishers. Also
the technologies presented in some of the published papers are
protected by US Patents or pending Patents
Notes 2: "^" indicates my Ph.D. or M.S.
students at Stevens Institute of Technology
Notes 3: "*" indicates the
co-author is the student I supervised/co-supervised during his summer
internship or during a collaboration with his advisor
Notes 4: ICCV, CVPR, and ECCV are
considered to be the top three major computer vision conferences with
highly competitive overall acceptance rate ~25% and <5% acceptance for
Notes 5: IEEE
T-PAMI and IJCV are considerred to be the top two computer vision
journals and both have very high journal impact factors that a ranked
among Top 3 in all Computer Science Journals (nearly 100).
Gang Hua and Herve Jegou,
(Editors) "Computer Vision - ECCV Workshops Proceedings Part I & II &
III," Lecture Notes in Computer Science, Vol. 9913,9914,9915,
Springer, 2016. (ISBN: 978-3-319-46603-3, 978-3-319-48880-6,
Gang Hua and Xian-Sheng Hua,
(Editors) "Mobile Cloud Visual Media Computing: From Interaction to
Service," Springer, 2015. (ISBN: 978-3-319-24700-7)
Erik Learned-Miller, Gary Huang, Aruni
RoyChowdhury, Haoxiang Li, and Gang Hua, "Labeled
Faces in the Wild: A Survey," in Advances in Face Detection and Facial
Image Analysis, Editted by Michal Kawulok, M. Emre Celebi, Bogdan
Smolka, Springer, 2015. (ISBN: 978-3-319-25956-7)
Qiang Ji, Thomas B. Moeslund, Gang Hua
and Kamal Nasrollahi, "Face and Facial Expression Recognition from
Real World Videos," International Workshop, FFER@ICPR 2014, Stockholm,
Sweden, August 24, 2014, Revised Selected Papers. Lecture Notes in
Computer Science 8912, Springer 2015. (ISBN: 978-3-319-13736-0)
Matthew Turk and Gang Hua, "Vision
based Interaction," Sythesis Lectures on Computer Vision, Morgan and
Claypool, 2013. (ISBN: 978-1-60845-241-5)
Xiao Zhang*, Gang Hua, and Lei Zhang,
"An Efficient Visual Representation and Indexing Scheme for Large
Scale Video Retrieval", invited Book Chapter, in Internet Multimedia Search and Mining,
e-Book, Edited by Xian-Sheng Hua, Marcel Worring, and Tat-Seng Chua,
Bentham Science Publishers, 2013. (ISBN: 978-1-60805-766-5; eISBN:
Xiaoyu Wang*, Gang Hua, and Tony X. Han,
"Discriminative Multiple Target Tracking", invited Book Chapter, in
Machine Learning for Vision based Motion
Analysis, Edited by Liang Wang, Guoying Zhao,
Li Cheng, and Matti Pietiksine, Springer, 2010. (ISBN:
Haoxiang Li^ and Gang Hua,
"Probabilistic Elastic Part Model: A Pose-Invariant Representation for
Real-world Face Verification,"
IEEE Trans. on Pattern
Analysis and Machine Intelligence, 2017 (Accepted)
Jing Liao, Yuan Yao, Lu Yuan, Gang Hua,
and Sing Bing Kang, "Visual Attribute Transfer through Deep Image
Analogy," ACM Trans. on Graphics, Proc. of SIGGRAPH'2017,
Gang Hua, Chengjiang Long^, Ming
Yang, and Yan Gao, "Collaborative Active Visual Recognition from
Crowds: An Distributed Ensemble Approach," IEEE Trans. on Pattern
Analysis and Machine Intelligence, Vol.40, NO.3, pp.582-594,
Zhenxing Niu, Gang Hua, Le Wang,
and Xinbo Gao, "Knowledge based Topic Model for Unsupervised Object
Discovery and Localization," IEEE Trans. on Image Processing,
Vol.27, NO.1, pp.50-63, January 2018.
Chong Sun, Fu Li, Huchuan Lu, and Gang Hua,
"Visual Tracking via Joint Discriminative Appearance Learning,"
Trans. on Circuits Systems and Video Technology, Vol.27, NO.12,
pp.2567-2577, December, 2017.
Le Wang, Gang Hua, Rahul
Sukthankar, Jianru Xue, Zhenxing Niu, and Nanning Zheng, "Video Object
Discovery and Co-Segmentation with Extremely Weak Supervision,"
IEEE Trans. on Pattern Analysis and Machine Intelligence,
Vol.39, NO.10, pp.2074-2088, October 2017.
Dapeng Chen*, Zejian Yuan, Jingdong Wang, Badong
Chen, Gang Hua, and Nanning Zheng, "Exemplar-Guided
Similarity Learning on Polynomial Kernel Feature Map for Person
Re-identification." International Journal of Computer Vision,
Vol.123 Issue.3, pp.392-414, June, 2017.
Dapeng Chen*, Zejian Yuan, Gang Hua,
Jingdong Wang, and Nanning Zheng, "Multi-timescale Collaborative
Tracking," IEEE Trans. on Pattern Analysis and Machine
Intelligence, Vol.39, NO.1, January 2017.
Yaochen Li*, Yuehu Liu, Yuanqi Su, Gang Hua,
and Nanning Zheng, "Three-Dimensional Traffic Scenes Simulation From
Road Image Sequences," IEEE Trans. on Intelligent Transportation
Systems, Vol.17, No.4, April, 2016.
Chengjiang Long^, Gang Hua, and
Ashish Kapoor, "A Joint Gaussian Process Model for Active Visual
Recognition with Expertise Estimation in Crowdsourcing," International
Journal on Computer Vision, Vol.116, Issue.2, pp.136-160, January,
Qilin Zhang^, Gang Hua, Wei Liu,
Zicheng Liu, and Zhengyou Zhang, "Auxiliary Training Information
Assisted Visual Recognition," IPSJ Computer Vision and Application,
Special Issue on Best of ACCV’2014, Vol.7, pp.138-150, 2015.
Gangqiang Zhao*, Junsqong Yuan, and
Gang Hua, "Topical Video Object Discovery from
Key Frames by Modeling Word Co-occurrence Prior," IEEE Trans. on
Image Processing, Vol.24, No.12, pp.5739-5752, 2015.
Meng Wang, Ke Lu, Gang Hua, and
Cees Snoek, "Guest editorial: selected papers from ICIMCS 2013,"
Multimedia Systems, Vol.21, Issue 2, pp.131-132, 2015.
Wenwu Zhu, Peng Cui, Zhi Wang, and Gang Hua,
"Multimedia Big Data Computing," IEEE Multimedia, Vol.22,
No.3, pp.96-103, July 2015.
Zhenxing Niu*, Gang Hua, Qi Tian, and Xinbo Gao,
"Visual Topic Network: Building an Image Representation for Image
Recognition in Social Media," Computer Vision and Image Understanding,
Vol. 136, pp. 3-13, July 2015.
Yue Gao, Rongrong Ji, Wei Liu, and Gang Hua,
"Weakly Supervised Visual Dictionary Learning by Harnessing Image
Attributes," IEEE Trans. on Image Processing, Vol.23,
No.12, pp.5400-5411, December 2014.
Le Wang*, Gang Hua, Jianru Xue,
Zhanning Gao, and Nanning Zheng, "Joint Segmentation and Recognition
of Categorized Objects from Noisy Web Image Collection", IEEE
Trans. on Image Processing, Vol.23, No.9, pp.4070-4086,
Yue Gao, Rongrong Ji, Peng Cui, Qionghai Dai, and
Gang Hua, "Hyperspectral Image Classification Through
Bilayer Graph Based Learning", IEEE Trans. on Image Processing,
Vol.23, NO.7, pp.2769-2778, July 2014.
Tian Xia*, Tao Mei, Gang Hua,
Yong-Dong Zhang, and Xian-Sheng Hua, "Visual
Quality Assessment for Web Videos",
Journal of Visual
Communication and Image Representation, Vol.21, Issue.8,
pp.826-837, November, 2010
Hua and Guoji
Sun, "A New Hybrid Method for Fast Vector Quantization",
Microelectronics & Computer, Vol.20, No.2, pp.56-59, February, 2003
Gang Hua, Nanning Zheng and Jianru
Xue, "An approach based on improved Genetic Algorithm to selecting the
threshold automatically in edge detection and its application in
computer vision system", Mini-micro Systems, Vol.23, No.3, pp.318-321, March, 2002
. (in Chinese)
Jianmin Bao*, Dong Chen, Fang Wen, Houqiang Li, and Gang Hua,
"Towards Open-Set Identity Preserving Face Synthesis," in Proc.
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'2018),
Salt Lake City, Utah, June 2018.
Dongdong Chen*, Lu Yuan, Jing Liao, Nenghai Yu, and Gang Hua,
"Stereoscopic Neural Style Transfer," in Proc. IEEE Conf. on
Computer Vision and Pattern Recognition (CVPR'2018), Salt Lake
City, Utah, June 2018.
Qingnan Fan*, David Wipf, Jiaolong Yang, Gang Hua,
and Baoquan Chen, "Revisiting Deep Intrinsic Image Decompositions," in Proc. IEEE Conf.
on Computer Vision and Pattern Recognition (CVPR'2018), Salt Lake
City, Utah, June 2018.
Dongdong Chen*, Jing Liao, Lu Yuan, Nenghai Yu, and Gang Hua,
"Coherent Online Video Style
Transfer," in Proc. IEEE International Conf. on Computer
Vision (ICCV'2017), Venice, Italy, October, 2017.
Yu Wang, Bin Dai, Gang Hua, John Aston, and David
Wipf, "Green Generative Modeling: Recycling Dirty Data using Recurrent
Variational Autoencoder," in Proc. International Conf. on
Uncertainty in Artificial Intelligence, Sydney, Australia, August
Chen Zhou, Jiaolong Yang, Chunshui Zhao, and Gang Hua,
"Fast, Accurate Thin-Structure Obstacle Detection for Autonomous
Mobile Robots," in Proc. The Thirteenth IEEE Embedded Vision
Workshop (in Conjunction with CVPR'2017), Honolulu, HI, 2017.
Ross Beveridge, Hao Zhang, Bruce Draper, Patrick
Flynn, Zhenhua Feng, Patrik Huber, Josef Kittler, Zhiwu Huang, Shaoxin
Li, Yan Li, Meina Kan, Ruiping Wang, Shiguang Shan, Xilin Chen,
Haoxiang Li, Gang Hua, Vitomir Struc, Janez Krizaj,
Changxing Ding, Dacheng Tao, and Jonathon Phillips, "Report on the FG
2015 Video Person Recognition Evaluation," in Proc. The Eleventh
IEEE International Conf. on Face and Gesture Recognition(FG’2015),
Ljubljana, Slovenia, May 2015.
Hedenir Monteiro Pinheiro, Ronaldo Martins da
Costa, Eduardo Nery Rossi Camilo, Anderson da Silva Soares, Rogério
Lopes Salvini, Gustavo Teodoro Laureano, Fabrízzio Alphonsus A. M. N.
Soares, and Gang Hua, "A New Approach to Detect Use
of Alcohol Through Iris Videos Using Computer Vision," in Proc.
the 18th International Conf. on Image Analysis and Processing
(ICIAP'2015), Vol.2, pp.598-608, Genova, Italy, September 2015
Hedenir Machado Pinheiro, Ronaldo Martins da Costa,
Leandro Luis Galdino de Oliveira, Eduardo N. R. Camilo, and
Gang Hua, "Development of an Effective Method and a Portable
Device to Evaluate the Pupillary Reflex," in Proc. The 28th IEEE
International Symposium on Computer-Based Medical Systems,
pp.187-190, Sao Carlos, SP, Brazil, June 2015
Ross Beveridge, Hao Zhang, Patrick Flynn, Jonathon
Philips, Venice Erin Liong, Jiwen Lu, Marcus de Assis Ageloni, Tiago
de Freitas Pereira, Haoxiang Li, Gang Hua, Vitomir
Struc, and Janez Krizaj, "The IJCB 2014 PaSC Video Face and Person
Recognition Competition", in Proc. International Joint Conf. on
Biometrics," Clearwater, FL, September, 2014.
Haoxiang Li^, Gang Hua, Xiaohui
Shen, Zhe Lin, and Jonathan Brandt, "Eigen-PEP for Video Face
Recognition," in Proc. The Twelves Asian Conference on Computer
Vision (ACCV'2014), Singapore, November 2014.
Jin Li*, Gang Hua, Xuguang Lan,
and Nanning Zheng, "A Integrated Model for Bayesian Learning of Sparse
Representation and Classifier Training,'', in Proc. The 2013
Pacific-Rim Conf. on Multimedia (PCM'2013), Nanjing, China,
Noel C. F. Codella, Gang Hua,
Liangliang Cao, Michele Merler, Leiguang Gong, Matthew Hill, and John
R. Smith, "Large-Scale Video Event Classification using Dynamic
Pyramid Matching of Visual Semantics,'' in Proc. IEEE
International Conf. on Image Processing (ICIP'2013) , Melbourne,
Australia, September, 2013.
Jingzhe Zhang^, Lishuo Zhuang^, Yang Wang^, Yameng
Zhou^, Yan Meng^, and Gang Hua, ``Video Demo: An
Egocentric Vision based Assistive Co-robot,'', in Proc. The 3rd
IEEE International Workshop on Mobile Vision in conjunction with
CVPR'2013, Portland, OR, June, 2013.
Noel C. F. Codella, Apostol Natsev, Gang Hua,
Matthew Hill, Liangliang Cao, Leiguang Gong, and John R. Smith, "Video
Event Detection using Temporal Pyramids of Visual Semantics with
Kernel Optimization and Model Subspace Boosting", in Proc. IEEE International Conference on Multimedia and
Expo (ICME'2012) , Melbourne,
Australia, July, 2012. (Oral Presentation)
Zhenxing Niu*, Gang
Hua, Xinbo Gao, and Qi Tian, "Spatial-DiscLDA
for Visual Recognition", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'2011),
Colorado Springs, Colorado, June, 2011.
Chaoqun Weng, Gang Hua, and Junsong Yuan,
''Multiple Instance Boosting with Global Smoothness Regularization,''
invited, in Proc. The 8th International Conference on
Information, Communications and Signal Processing (ICICS'2011),
Singapore, December, 2011.
Xiao Zhang*, Gang Hua, Lei Zhang, and
Heung-Yeung Shum, "Interest
Seam Image", in Proc.
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'2010),
San Francisco, CA, June, 2010. (Oral presentation).
Xian-Sheng Hua, Gang Hua, and Chang Wen Chen, "ACM
Workshop on Mobile Cloud Media Computing," in
Proc. ACM International Conf.
on Multimedia, Firenze, Italy, October, 2010.
Matthew L. Hill, Gang Hua,
Apostol Natsev, John R. Smith, Lexing Xie, Bert Huang, Michele Merler,
Hua Ouyang, Mingyuan Zhou, "IBM Research TRECVID-2010 Video Copy
Detection and Multimedia Event Detection System." NIST TRECVID Workshop,
Ying Wu, Ting Yu and Gang Hua,
Appearances with Occlusions", in Proc. IEEE Conf. on Computer
Vision and Pattern Recognition(CVPR'2003),
Vol.I, pp.789-795, Madison, Wisconsin,
Prior to 2003
and Nanning Zheng, "A
new statistic prediction model and application in arithmetic coding",
in Proc. Sixth Biennial International Conference for Young
Computer Scientist (ICYCS'2011), Vol.2, pp1065-1067
Hangzhou,China, Oct., 2001.
and Nanning Zheng, "DSP
realization of a new statistical-entropy coding algorithm",
in Proc. Seventh Annual Conference of Chinese Institute of
Electronics for Young Scientists (CIE-YC'2011)
, Urumchi, China,
Aug., 2001. (In Chinese)
Gang Hua, Noel C. F. Codella,
Apostol Natsev, John R. Smith, Liangliang Cao, and Leiguang Gong,
"Techniques for Spatial Semantic Attribute Matching for Location
Identification," US Patent NO.9251433, Filed on 02/02/2012, Issued on
Gang Hua, Cha Zhang, Zhengyou
Zhang, Zicheng Liu, and Ying Shan, "Video Retargeting", US Patent
pending, US Patent NO.9240056, Filed on 04/02/2008, Issued on
Noel C. F. Codella, Gang Hua, John
R. Smith, and Liangliang Cao, "Techniques for Ground-Level Photo
Geolocation using Digital Elevation," US Patent NO.9165217, Filed on
01/18/2013, Issued on 10/20/2015.
Gang Hua, John Wright and Amir
Akbarzadeh, “Pose-variant face recognition using multiscale local
descriptors,” US Patent NO.8712109, Filed on 05/08/2009, Issued on
Simon Baker, Ashish Kapoor, Gang Hua,
and Dahua Lin, "Image Tagging based upon Cross Domain Context," US
Patent NO.8645287, Filed on 02/04/2010, Issued on 02/04/2014.
Amir Akbarzadeh, and Gang Hua,
"Recognition of Faces using Prior Behavior", US Patent NO.8644563
Filed on 12/14/2009, Issued on 02/04/2014.
Lance Williams, Xiaohui Shen, and
Gang Hua, "Method and Apparatus for Determining Motion," US
Patent NO.8610831, Filed on 10/12/2010, Issued on 12/17/2013.
Amir Akbarzadeh and Gang Hua,
"Flexible Image Comparison and Face Matching Application", US Patent
NO.8526684, Filed on 12/14/2009, Issued on 09/03/2013.
Ashiah Kapoor, Gang Hua, Amir
Akbarzadeh, and Simon Baker, "Assisted Face Recognition Tagging," US
Patent NO.8325999, Filed on 06/08/2009, Issued on 12/04/2012.
Gang Hua, Paul Viola, and David
Liu, "Feature Selection and Extraction," US Patent NO.8244044, Filed
on 04/25/2008, Issued on 08/14/2012.
Srinath Vasireddy, Sergey Chub, Gang Hua,
and Ting-yi Yang, "Detecting Visual Gestural Pattern," US Patent
NO.8144780, Filed on 09/24/2007, Issued on 03/27/2012.
Gang Hua, and Paul Viola, "Image
Classification," US Patent NO.8131066, Filed on 04/04/2008, Issued on
Matthew Brown, Gang Hua, and Simon
Winder, "Local Image Descriptors Using Linear Discriminant Embedding,"
US Patent NO.8023742, Filed on 10/09/2007, Issued on 09/20/2011.
Gang Hua, Steven Drucker, Michael
Revow, Paul Viola, and Richard Zemel, "Image Organization based on
Image Content," US Patent NO.8027541, Filed on 03/15/2007, Issued on
Zhengyou Zhang, Zicheng Liu, Gang Hua
and Yang Wang, "Recovering Parameters from a Sub-optimal Image," US
Patent NO.8009880, Filed on 05/11/2007, Issued on 08/30/2011.
Gang Hua, Paul Viola, Steven
Drucker, and Michael Revow, "Face Recognition Using Discriminatively
Trained Orthogonal Tensor Projections," US Patent NO. 7936906, Filed
on 06/15/2007, Issued on 05/03/2011.
Zhengyou Zhang, Zicheng Liu, and Gang Hua,
"Segmentation of Objects by Minimizing Global-local Variational
Energy," US Patent NO.7706610, Filed on 11/29/2005, Issued on
Ming-Hsuan Yang, and Gang Hua,
"Human Pose Estimation With Data Driven Belief Propagation," US Patent
NO.7212665, Foreign Reference NO. WO 2005/096216 WO 20051000, Filed on
11/03/2005, Issued on 05/01/2007.