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Research Output 1994 2019

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Conference contribution
2013
5 Citations (Scopus)

Relative hidden markov models for evaluating motion skill

Zhang, Q. & Li, B., 2013, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 548-555 8 p. 6618921

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

Hidden Markov models
Availability
Costs
Experiments
8 Citations (Scopus)

Retrieving clinically relevant diabetic retinopathy images using a multi-class multiple-instance framework

Chandakkar, P. S., Venkatesan, R. & Li, B., 2013, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 8670. 86700Q

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

Content-based Image Retrieval
Image retrieval
Multi-class
Complications
Screening
3 Citations (Scopus)

Supporting navigation of outdoor shopping complexes for visuallyimpaired users through multi-modal data fusion

Paladugu, A., Chandakkar, P. S., Zhang, P. & Li, B., 2013, Proceedings - IEEE International Conference on Multimedia and Expo. 6607564

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

Data fusion
Navigation
Shopping centers
Roadsides
Global positioning system
32 Citations (Scopus)

Towards predicting the best answers in community-based question-answering services

Tian, Q., Zhang, P. & Li, B., 2013, Proceedings of the 7th International Conference on Weblogs and Social Media, ICWSM 2013. AAAI press, p. 725-728 4 p.

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

Experiments
7 Citations (Scopus)

Video-based analysis of motion skills in simulation-based surgical training

Zhang, Q., Chen, L., Tian, Q. & Li, B., 2013, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 8667. 86670A

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

Video cameras
Sports
Surgery
education
surgeons
2012

Active learning for tag recommendation utilizing on-line photos lacking tags

Gao, Y. & Li, B., 2012, Proceedings - International Conference on Image Processing, ICIP. p. 2869-2872 4 p. 6467498

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

Internet
Problem-Based Learning
1 Citation (Scopus)

A machine-learning approach to retrieving diabetic retinopathy images

Chandakkar, P. S., Venkatesan, R., Li, B. & Li, H. K., 2012, 2012 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2012. p. 588-589 2 p.

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

Image retrieval
Diabetic Retinopathy
Learning systems
Medical problems
Statistics
1 Citation (Scopus)

Automated description generation for indoor floor maps

Paladugu, D., Maguluri, H. B., Tian, Q. & Li, B., 2012, ASSETS'12 - Proceedings of the 14th International ACM SIGACCESS Conference on Computers and Accessibility. p. 211-212 2 p.

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

School buildings
Hotels
Global positioning system
Websites
Navigation
20 Citations (Scopus)

Classification of diabetic retinopathy images using multi-class multiple-instance learning based on color correlogram features

Venkatesan, R., Chandakkar, P., Li, B. & Li, H. K., 2012, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 1462-1465 4 p. 6346216

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

Diabetic Retinopathy
Color
Learning
Computer aided diagnosis
Image classification
15 Citations (Scopus)

Mining discriminative components with low-rank and sparsity constraints for face recognition

Zhang, Q. & Li, B., 2012, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1469-1477 9 p.

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

Face recognition
Decomposition
Classifiers
Lighting
Experiments
2011
42 Citations (Scopus)

Discriminative affine sparse codes for image classification

Kulkarni, N. & Li, B., 2011, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1609-1616 8 p. 5995701

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

Image classification
Classifiers
Cameras
Adaptive boosting
Glossaries
5 Citations (Scopus)

Extracting key frames from consumer videos using bi-layer group sparsity

Wang, Z., Kumar, M., Luo, J. & Li, B., 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 1505-1508 4 p.

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

Sports
Lighting
Cameras
Experiments
4 Citations (Scopus)

Sequence-kernel based sparse representation for amateur video summarization

Wang, Z., Kumar, M., Luo, J. & Li, B., 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops - JMRE 2011 Workshop, J-MRE'11. p. 31-36 6 p.

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

Glossaries
Signal reconstruction
Sports
Semantics
Experiments
3 Citations (Scopus)

TactileFace: A system for enabling access to face photos by visually-impaired people

Li, N., Wang, Z., Yuriar, J. & Li, B., 2011, International Conference on Intelligent User Interfaces, Proceedings IUI. p. 445-446 2 p.

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

Interfaces (computer)
7 Citations (Scopus)

Video-based motion expertise analysis in simulation-based surgical training using Hierarchical Dirichlet Process Hidden Markov Model

Zhang, Q. & Li, B., 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops - 2011 ACM International Workshop on Medical Multimedia Analysis and Retrieval, MMAR'11. p. 19-24 6 p.

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

Hidden Markov models
Sensors
Testing
Motion analysis
2010
793 Citations (Scopus)

Discriminative K-SVD for dictionary learning in face recognition

Zhang, Q. & Li, B., 2010, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2691-2698 8 p. 5539989

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

Glossaries
Face recognition
Classifiers
Singular value decomposition
Experiments
8 Citations (Scopus)

Fast GPU implementation of large scale dictionary and sparse representation based vision problems

Nagesh, P., Gowda, R. & Li, B., 2010, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 1570-1573 4 p. 5495526

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

Glossaries
Face recognition
Computer vision
MATLAB
Program processors
12 Citations (Scopus)

Joint sparsity model with matrix completion for an ensemble of face images

Zhang, Q. & Li, B., 2010, Proceedings - International Conference on Image Processing, ICIP. p. 1665-1668 4 p. 5650188

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

Image processing
Innovation
Lighting
19 Citations (Scopus)

On presenting audio-tactile maps to visually impaired users for getting directions

Paladugu, D. A., Wang, Z. & Li, B., 2010, Conference on Human Factors in Computing Systems - Proceedings. p. 3955-3960 6 p.

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

Human computer interaction
Navigation
1 Citation (Scopus)

Retrieving images of similar geometrical configuration

Zhang, X. & Li, B., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 6454 LNCS. p. 449-458 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6454 LNCS, no. PART 2).

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

Image retrieval
Color
Configuration
Content-based Image Retrieval
Semantics
1 Citation (Scopus)

Synchronizing disparate video streams from laparoscopic operations in simulation-based surgical training

Wang, Z. & Li, B., 2010, Proceedings - Applied Imagery Pattern Recognition Workshop. 5759691

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

Synchronization
Experiments
4 Citations (Scopus)

Synthesis of stereoscopic views from monocular endoscopic videos

Zhou, J., Zhang, Q., Li, B. & Das, A., 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010. p. 55-62 8 p. 5543447

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

Endoscopy
Imaging techniques
Lenses
Camera lenses
Surgery
28 Citations (Scopus)

Tensor completion for on-board compression of hyperspectral images

Li, N. & Li, B., 2010, Proceedings - International Conference on Image Processing, ICIP. p. 517-520 4 p. 5651225

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

Tensors
Imaging techniques
Sensors
Image compression
Pixels
2 Citations (Scopus)

Towards computational understanding of skill levels in simulation-based surgical training via automatic video analysis

Zhang, Q. & Li, B., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 3 ed. Vol. 6455 LNCS. p. 249-260 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6455 LNCS, no. PART 3).

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

Video Analysis
Expertise
Sports
Surgery
Mathematical operators
52 Citations (Scopus)

YouTubeCat: Learning to categorize wild web videos

Wang, Z., Zhao, M., Song, Y., Kumar, S. & Li, B., 2010, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 879-886 8 p. 5540125

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

Labels
Fusion reactions
Taxonomies
Labeling
Classifiers
2009
74 Citations (Scopus)

A compressive sensing approach for Expression-invariant face recognition

Nagesh, P. & Li, B., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. p. 1518-1525 8 p. 5206657

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

Face recognition
Classifiers
Experiments
46 Citations (Scopus)

Compressive imaging of color images

Nagesh, P. & Li, B., 2009, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 1261-1264 4 p. 4959820

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

Color
Imaging techniques
Pixels
Cameras
Experiments
6 Citations (Scopus)

Human activity encoding and recognition using low-level visual features

Wang, Z. & Li, B., 2009, IJCAI International Joint Conference on Artificial Intelligence. p. 1876-1882 7 p.

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

Feature extraction
Intelligent systems
Classifiers
61 Citations (Scopus)

Instant tactile-audio map: Enabling access to digital maps for people with visual impairment

Wang, Z., Li, B., Hedgpeth, T. & Haven, T., 2009, ASSETS'09 - Proceedings of the 11th International ACM SIGACCESS Conference on Computers and Accessibility. p. 43-50 8 p.

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

Navigation
5 Citations (Scopus)

Learning to recommend tags for on-line photos

Wang, Z. & Li, B., 2009, Social Computing and Behavioral Modeling. p. 227-235 9 p.

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

Semantics
Experiments
Subjective Evaluation
Recommendations
Learning
12 Citations (Scopus)

Power-aware content-adaptive H.264 video encoding

Kannur, A. K. & Li, B., 2009, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 925-928 4 p. 4959736

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

Computational complexity
Degradation
2008

A four point algorithm for fast metric cone reconstruction from a calibrated image

Zhou, J. & Li, B., 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 5359 LNCS. p. 634-643 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5359 LNCS, no. PART 2).

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

Cones
Cone
Metric
Camera
Cameras
4 Citations (Scopus)

An enhanced rate control scheme with motion assisted slice grouping for low bit rate coding in H.264

Kannur, A. K. & Li, B., 2008, Proceedings - International Conference on Image Processing, ICIP. p. 2100-2103 4 p. 4712201

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

Macros
Motion analysis
62 Citations (Scopus)

A two-stage approach to saliency detection in images

Wang, Z. & Li, B., 2008, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 965-968 4 p. 4517772

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

psychology
propagation
evaluation
Experiments
4 Citations (Scopus)

Automatic classification and detection of clinically-relevant images for diabetic retinopathy

Xu, X. & Li, B., 2008, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 6915. 69150Q

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

Probability density function
Support vector machines
Labels
Textures
Color
9 Citations (Scopus)

Bayesian tactile face

Wang, Z., Xu, X. & Li, B., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587374

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

Digital storage
Sampling
Experiments
13 Citations (Scopus)

Circular Generalized Cylinder fitting for 3D reconstruction in endoscopic imaging based on MRF

Zhou, J., Das, A., Li, F. & Li, B., 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops. 4563010

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

Endoscopy
Imaging techniques
Glare
Surgery
Textures
1 Citation (Scopus)

Joint conditional random field of multiple views with online learning for image-based rendering

Li, W. & Li, B., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587373

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

Pixels
Experiments
8 Citations (Scopus)

Multi-target tracking based on KLD mixture particle filter with radial basis function support

Madapura, J. & Li, B., 2008, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 725-728 4 p. 4517712

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

Target tracking
filters
video data
Sampling
sampling
10 Citations (Scopus)

Power reduction via macroblock prioritization for power aware H.264 video applications

Baker, M. A., Parameswaran, V., Chatha, K. S. & Li, B., 2008, Embedded Systems Week 2008 - Proceedings of the 6th IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2008. p. 261-266 6 p.

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

Ion exchange
Energy conservation
Electric potential
1 Citation (Scopus)

Robust integration of multiple information sources by view completion

Subramanya, S., Li, B. & Liu, H., 2008, 2008 IEEE International Conference on Information Reuse and Integration, IEEE IRI-2008. p. 398-403 6 p. 4583064

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

Image classification
Pattern recognition
Learning systems
1 Citation (Scopus)

Robust two-view external calibration by combining lines and scale invariant point features

Zhang, X., Zhou, J. & Li, B., 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1 ed. Vol. 5358 LNCS. p. 825-835 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5358 LNCS, no. PART 1).

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

Scale Invariant
Feature Point
Calibration
Cameras
Line
5 Citations (Scopus)

Virtual view synthesis with heuristic spatial motion

Li, W. & Li, B., 2008, Proceedings - International Conference on Image Processing, ICIP. p. 1508-1511 4 p. 4712053

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

Textures
Cameras
Image quality
Experiments
2007
4 Citations (Scopus)

3D articulated human body tracking using KLD-Annealed Rao-Blackwellised Particle filter

Madapura, J. & Li, B., 2007, Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007. p. 1950-1953 4 p. 4285059

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

Sampling
Experiments
3 Citations (Scopus)

An adaptive slice group multiple description coding technique for real-time video transmission over wireless networks

Parameswaran, V., Murthy, S., Sen, A. & Li, B., 2007, Proceedings - IEEE Military Communications Conference MILCOM. 4455024

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

Wireless networks
Packet loss
Simulators
2 Citations (Scopus)

Creating stereoscopic (3D) video from a 2D monocular video stream

Li, X., Xu, R., Zhou, J. & Li, B., 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1 ed. Vol. 4841 LNCS. p. 258-267 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4841 LNCS, no. PART 1).

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

3D Video
Cameras
Software
Stabilization
Detectors
1 Citation (Scopus)

Detecting and classifying frontal, back and profile views of humans

Krishnan, N. C., Li, B. & Panchanathan, S., 2007, VISAPP 2007 - Proceedings of the 2nd International Conference on Computer Vision Theory and Applications. MTSV/- ed. Vol. IU. p. 137-142 6 p.

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

Classifiers
Experiments
4 Citations (Scopus)

Evaluating multi-class multiple-instance learning for image categorization

Xu, X. & Li, B., 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 4844 LNCS. p. 155-165 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4844 LNCS, no. PART 2).

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

Multi-class
Categorization
Learning
Binary
Labeling
11 Citations (Scopus)

Exploiting vertical lines in vision-based navigation for mobile robot platforms

Zhou, J. & Li, B., 2007, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 1. 4217117

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

navigation
robots
Mobile robots
Navigation
platforms
8 Citations (Scopus)

Improved path selection algorithms for multipath video streaming in wireless ad-hoc networks

Murthy, S., Hegde, P., Parameswaran, V., Li, B. & Sen, A., 2007, Proceedings - IEEE Military Communications Conference MILCOM. 4455022

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

Video streaming
Wireless ad hoc networks