• 2795 Citations
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1994 …2023
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Research Output 1994 2019

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2019

Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition

Tu, Z., Li, H., Zhang, D., Dauwels, J., Li, B. & Yuan, J., Jun 1 2019, In : IEEE Transactions on Image Processing. 28, 6, p. 2799-2812 14 p., 8600333.

Research output: Contribution to journalArticle

Sampling
Neural networks
Image recognition
Kinetics
Experiments
2 Citations (Scopus)

A survey of variational and CNN-based optical flow techniques

Tu, Z., Xie, W., Zhang, D., Poppe, R., Veltkamp, R. C., Li, B. & Yuan, J., Mar 1 2019, In : Signal Processing: Image Communication. 72, p. 9-24 16 p.

Research output: Contribution to journalArticle

Optical flows
Neural networks
Motion estimation
Computer vision
Image processing

Data-adaptive low-rank modeling and external gradient prior for single image super-resolution

Chang, K., Zhang, X., Ding, P. L. K. & Li, B., Aug 1 2019, In : Signal Processing. 161, p. 36-49 14 p.

Research output: Contribution to journalArticle

Optical resolving power
Image resolution
Pixels
2018
18 Citations (Scopus)

Multi-stream CNN: Learning representations based on human-related regions for action recognition

Tu, Z., Xie, W., Qin, Q., Poppe, R., Veltkamp, R. C., Li, B. & Yuan, J., Jul 1 2018, In : Pattern Recognition. 79, p. 32-43 12 p.

Research output: Contribution to journalArticle

Neural networks
Network architecture
Sports
2 Citations (Scopus)

Semantic Cues Enhanced Multi-modality Multi-Stream CNN for Action Recognition

Tu, Z., Xie, W., Dauwels, J., Li, B. & Yuan, J., Apr 24 2018, (Accepted/In press) In : IEEE Transactions on Circuits and Systems for Video Technology.

Research output: Contribution to journalArticle

Semantics
Neural networks
Sports
Network architecture
Experiments
8 Citations (Scopus)

Single image super-resolution using collaborative representation and non-local self-similarity

Chang, K., Ding, P. L. K. & Li, B., Aug 1 2018, In : Signal Processing. 149, p. 49-61 13 p.

Research output: Contribution to journalArticle

Image resolution
Optical resolving power
Recovery
8 Citations (Scopus)

Single Image Super Resolution Using Joint Regularization

Chang, K., Ding, P. L. K. & Li, B., Mar 10 2018, (Accepted/In press) In : IEEE Signal Processing Letters.

Research output: Contribution to journalArticle

Super-resolution
Image resolution
Regularization
Ridge Regression
High Resolution
2017
13 Citations (Scopus)

Fusing disparate object signatures for salient object detection in video

Tu, Z., Guo, Z., Xie, W., Yan, M., Veltkamp, R. C., Li, B. & Yuan, J., Dec 1 2017, In : Pattern Recognition. 72, p. 285-299 15 p.

Research output: Contribution to journalArticle

Labels
Fusion reactions
Pixels
Object detection
Experiments

MIRank-KNN: Multiple-instance retrieval of clinically relevant diabetic retinopathy images

Chandakkar, P. S., Venkatesan, R. & Li, B., Jul 1 2017, In : Journal of Medical Imaging. 4, 3, 034003.

Research output: Contribution to journalArticle

Diabetic Retinopathy
Blindness
Color
2016
12 Citations (Scopus)

Affordable, web-based surgical skill training and evaluation tool

Islam, G., Kahol, K., Li, B., Smith, M. & Patel, V., Feb 1 2016, In : Journal of Biomedical Informatics. 59, p. 102-114 13 p.

Research output: Contribution to journalArticle

Surgery
Minimally Invasive Surgical Procedures
Hand
Simulators
Economics
5 Citations (Scopus)

Clustering-based joint feature selection for semantic attribute prediction

Chen, L. & Li, B., 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3338-3344 7 p.

Research output: Contribution to journalArticle

Feature extraction
Semantics
Experiments
18 Citations (Scopus)

Compressive sensing reconstruction of correlated images using joint regularization

Chang, K., Kevin Ding, P. L. & Li, B., Apr 1 2016, In : IEEE Signal Processing Letters. 23, 4, p. 449-453 5 p., 7403894.

Research output: Contribution to journalArticle

Compressive Sensing
Regularization
Pixels
Total Variation Regularization
Experiments

User-adaptive image retrieval via fusing pointwise and pairwise labels

Chen, L., Zhang, P. & Li, B., Mar 1 2016, In : International Journal of Multimedia Information Retrieval. 5, 1, p. 19-33 15 p.

Research output: Contribution to journalArticle

Image retrieval
Learning algorithms
Labels
Electric fuses
Feedback
2015
15 Citations (Scopus)

Color image demosaicking using inter-channel correlation and nonlocal self-similarity

Chang, K., Ding, P. L. K. & Li, B., Nov 1 2015, In : Signal Processing: Image Communication. 39, p. 264-279 16 p.

Research output: Contribution to journalArticle

Color
Sensor arrays
Cameras
Statistics
Experiments
12 Citations (Scopus)

Joint modeling and reconstruction of a compressively-sensed set of correlated images

Chang, K. & Li, B., Nov 1 2015, In : Journal of Visual Communication and Image Representation. 33, p. 286-300 15 p.

Research output: Contribution to journalArticle

Color
Image reconstruction
Recovery
Processing
Experiments
5 Citations (Scopus)

Relative hidden Markov models for video-based evaluation of motion skills in surgical training

Zhang, Q. & Li, B., Jun 1 2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 6, p. 1206-1218 13 p., 6915721.

Research output: Contribution to journalArticle

Hidden Markov models
Markov Model
Motion
Evaluation
Emotion Recognition

Spatiotemporal video deinterlacing using control grid interpolation

Venkatesan, R., Zwart, C. M., Frakes, D. & Li, B., Mar 1 2015, In : Journal of Electronic Imaging. 24, 2, 023022.

Research output: Contribution to journalArticle

interpolation
Interpolation
Display devices
grids
Weight control

Towards building an automated system for describing indoor floor maps for individuals with visual impairment

Paladugu, D. A., Tian, Q., Maguluri, H. B. & Li, B., Oct 2 2015, In : Cyber-Physical Systems. 1, 2-4, p. 132-159 28 p.

Research output: Contribution to journalArticle

Global positioning system
Feedback
Experiments
2014
1 Citation (Scopus)

Max-margin multiattribute learning with low-rank constraint

Zhang, Q., Chen, L. & Li, B., 2014, In : IEEE Transactions on Image Processing. 23, 7, p. 2866-2876 11 p., 6811202.

Research output: Contribution to journalArticle

Labels
2013
12 Citations (Scopus)

Automated analysis of diabetic retinopathy images: Principles, recent developments, and emerging trends

Li, B. & Li, H. K., Aug 2013, In : Current Diabetes Reports. 13, 4, p. 453-459 7 p.

Research output: Contribution to journalArticle

Diabetic Retinopathy
Diabetes Complications
Color
Pathology
Technology

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface

Bebis, G., Boyle, R., Parvin, B., Koracin, D., Li, B., Porikli, F., Zordan, V., Klosowski, J., Coquillart, S., Luo, X., Chen, M. & Gotz, D., 2013, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8034 LNCS, PART 2

Research output: Contribution to journalArticle

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface

Bebis, G., Boyle, R., Parvin, B., Koracin, D., Li, B., Porikli, F., Zordan, V., Klosowski, J., Coquillart, S., Luo, X., Chen, M. & Gotz, D., 2013, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8033 LNCS, PART 1

Research output: Contribution to journalArticle

2012
2 Citations (Scopus)
Diabetic Retinopathy
Color
Learning
Computer aided diagnosis
Image classification
20 Citations (Scopus)

Fast and independent access to map directions for people who are blind

Wang, Z., Li, N. & Li, B., Mar 2012, In : Interacting with Computers. 24, 2, p. 91-106 16 p.

Research output: Contribution to journalArticle

User interfaces
Navigation
Feedback
36 Citations (Scopus)

Understanding compressive sensing and sparse representation-based super-resolution

Kulkarni, N., Nagesh, P., Gowda, R. & Li, B., 2012, In : IEEE Transactions on Circuits and Systems for Video Technology. 22, 5, p. 778-789 12 p., 6111276.

Research output: Contribution to journalArticle

Glossaries
Inverse problems
Image processing
Computer vision
2011
2 Citations (Scopus)

Multifactor feature extraction for human movement recognition

Peng, B., Qian, G., Ma, Y. & Li, B., Mar 2011, In : Computer Vision and Image Understanding. 115, 3, p. 375-389 15 p.

Research output: Contribution to journalArticle

Feature extraction
Gesture recognition
Invariance
1 Citation (Scopus)

Rapid modeling of cones and cylinders from a single calibrated image using minimum 2D control points

Zhou, J. & Li, B., Mar 2011, In : Machine Vision and Applications. 22, 2, p. 303-321 19 p.

Research output: Contribution to journalArticle

Cones
Experiments
2010
5 Citations (Scopus)

A bayesian approach to automated creation of tactile facial images

Wang, Z. & Li, B., Jun 2010, In : IEEE Transactions on Multimedia. 12, 4, p. 233-246 14 p., 5437233.

Research output: Contribution to journalArticle

Conveying
Processing
Semantics
Experiments
6 Citations (Scopus)

Digital image analysis is a useful adjunct to endoscopic ultrasonographic diagnosis of subepithelial lesions of the gastrointestinal tract

Nguyen, V. X., Nguyen, C. C., Li, B. & Das, A., Sep 1 2010, In : Journal of Ultrasound in Medicine. 29, 9, p. 1345-1351 7 p.

Research output: Contribution to journalArticle

Gastrointestinal Stromal Tumors
Lipoma
Carcinoid Tumor
Gastrointestinal Tract
Area Under Curve
3 Citations (Scopus)

On implementing motion-based Region of Interest detection on multi-core CELL

Kumar, A. & Li, B., Nov 2010, In : Computer Vision and Image Understanding. 114, 11, p. 1139-1151 13 p.

Research output: Contribution to journalArticle

Motion estimation
Cameras
Computer vision
Robotics
2009
4 Citations (Scopus)

Adapting quantization offset in multiple description coding for error resilient video transmission

Parameswaran, V., Kannur, A. & Li, B., Oct 2009, In : Journal of Visual Communication and Image Representation. 20, 7, p. 491-503 13 p.

Research output: Contribution to journalArticle

Wireless ad hoc networks
Packet loss
Computational complexity
Statistics
13 Citations (Scopus)

Exploiting motion correlations in 3-D articulated human motion tracking

Xu, X. & Li, B., 2009, In : IEEE Transactions on Image Processing. 18, 6, p. 1292-1303 12 p.

Research output: Contribution to journalArticle

Error analysis
Feature extraction
Monte Carlo methods
Experiments
Sampling
15 Citations (Scopus)

Virtual view specification and synthesis for free viewpoint television

Li, W., Zhou, J., Li, B. & Ibrahim Sezan, M., Apr 2009, In : IEEE Transactions on Circuits and Systems for Video Technology. 19, 4, p. 533-546 14 p., 4797842.

Research output: Contribution to journalArticle

Television
Specifications
Cameras
Experiments
2008
3 Citations (Scopus)

Completing missing views for multiple sources of web media

Subramanya, S., Wang, Z., Li, B. & Liu, H., 2008, In : International Journal of Data Mining, Modelling and Management. 1, 1, p. 23-44 22 p.

Research output: Contribution to journalArticle

Websites
Experiments
Canonical Correlation Analysis
Completion
Recommendations
8 Citations (Scopus)

Image rectification for stereoscopic visualization

Zhou, J. & Li, B., Nov 1 2008, In : Journal of the Optical Society of America A: Optics and Image Science, and Vision. 25, 11, p. 2721-2733 13 p.

Research output: Contribution to journalArticle

rectification
Visualization
Cameras
derivation
platforms
2007
70 Citations (Scopus)

Adaptive Rao-Blackwellized particle filter and its evaluation for tracking in surveillance

Xu, X. & Li, B., Mar 2007, In : IEEE Transactions on Image Processing. 16, 3, p. 838-849 12 p.

Research output: Contribution to journalArticle

Particle Filter
Kalman filters
Surveillance
Probability density function
Evaluation
3 Citations (Scopus)
Semantics
Processing
2006
11 Citations (Scopus)

A complete image compression scheme based on overlapped block transform with post-processing

Kwan, C., Li, B., Xu, R., Li, X., Tran, T. & Nguyen, T., 2006, In : Eurasip Journal on Applied Signal Processing. 2006, 10968.

Research output: Contribution to journalArticle

Image compression
Median filters
Processing
Synthetic aperture radar
Color
2004
34 Citations (Scopus)

Bridging the semantic gap in sports video retrieval and summarization

Li, B., Errico, J. H., Pan, H. & Sezan, I., Sep 2004, In : Journal of Visual Communication and Image Representation. 15, 3, p. 393-424 32 p.

Research output: Contribution to journalArticle

Sports
Semantics
Metadata
Synchronization
2002
70 Citations (Scopus)

A generic approach to simultaneous tracking and verification in video

Li, B. & Chellappa, R., May 2002, In : IEEE Transactions on Image Processing. 11, 5, p. 530-544 15 p.

Research output: Contribution to journalArticle

Posterior Probability
Sequential Monte Carlo Methods
Feature Tracking
Face Tracking
Correspondence Problem
2001
30 Citations (Scopus)

Experimental evaluation of FLIR ATR approaches - A comparative study

Li, B., Chellappa, R., Zheng, Q., Der, S., Nasrabadi, N., Chan, L. & Wang, L., Oct 2001, In : Computer Vision and Image Understanding. 84, 1, p. 5-24 20 p.

Research output: Contribution to journalArticle

Infrared radiation
Neural networks
Vector quantization
Discriminant analysis
Principal component analysis
33 Citations (Scopus)

Face verification through tracking facial features

Li, B. & Chellappa, R., 2001, In : Journal of the Optical Society of America A: Optics and Image Science, and Vision. 18, 12, p. 2969-2981 13 p.

Research output: Contribution to journalArticle

Importance sampling
Markov processes
Experiments
24 Citations (Scopus)

Model-based temporal object verification using video

Li, B., Chellappa, R., Zheng, Q. & Der, S. Z., Jun 2001, In : IEEE Transactions on Image Processing. 10, 6, p. 897-908 12 p.

Research output: Contribution to journalArticle

Moving Objects
Pose Estimation
Trajectories
Model-based
Image Sequence
1994

Improvement of Kohonen's self-organizing model

Liu, Z. & Li, B., May 1994, In : Zidonghua Xuebao/Acta Automatica Sinica. 20, 3, p. 338-341 4 p.

Research output: Contribution to journalArticle