• 2795 Citations
  • 26 h-Index
1994 …2023
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Research Output 1994 2019

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Conference contribution
2019

Deep residual dense U-Net for resolution enhancement in accelerated MRI acquisition

Ding, P. L. K., Li, Z., Zhou, Y. & Li, B., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 109490F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

magnetic resonance
acquisition
Magnetic Resonance Imaging
learning
augmentation

Improving robustness of random forest under label noise

Zhou, X., Ding, P. L. K. & Li, B., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 950-958 9 p. 8658395. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

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

Labels
Learning systems
Labeling
Computer vision
Experiments

Simultaneous Event Localization and Recognition in Surveillance Video

Li, Y., Yu, T. & Li, B., Feb 11 2019, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. Institute of Electrical and Electronics Engineers Inc., 8639169. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

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

Semantics
2018
1 Citation (Scopus)

Are existing knowledge transfer techniques effective for deep learning with edge devices?

Sharma, R., Biookaghazadeh, S., Li, B. & Zhao, M., Sep 26 2018, Proceedings - 2018 IEEE International Conference on Edge Computing, EDGE 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 42-49 8 p. 8473375

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

Knowledge Transfer
Students
Artificial intelligence
Learning systems
Artificial Intelligence
2 Citations (Scopus)

Convex dictionary learning for single image super-resolution

Ding, P. L. K., Li, B. & Chang, K., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 4058-4062 5 p.

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

Glossaries
Atoms
Learning algorithms
5 Citations (Scopus)

Efficient anomaly detection algorithms for summarizing low quality videos

Kwan, C., Zhou, J., Wang, Z. & Li, B., Jan 1 2018, Pattern Recognition and Tracking XXIX. SPIE, Vol. 10649. 1064906

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

Video Quality
Anomaly Detection
anomalies
Saliency
software development tools

Incremental multi-graph matching via diversity and randomness based graph clustering

Yu, T., Yan, J., Liu, W. & Li, B., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 142-158 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11217 LNCS).

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

Graph Clustering
Graph Matching
Multigraph
Set theory
Randomness
1 Citation (Scopus)

Joint Cuts and Matching of Partitions in One Graph

Yu, T., Yan, J., Zhao, J. & Li, B., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 705-713 9 p. 8578178. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Recognizing plans by learning embeddings from observed action distributions

Zha, Y., Li, Y., Gopalakrishnan, S., Li, B. & Kambhampati, S., Jan 1 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 3. p. 2153-2155 3 p.

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

Uncertainty
1 Citation (Scopus)

Weakly supervised facial attribute manipulation via deep adversarial network

Wang, Y., Wang, S., Qi, G., Tang, J. & Li, B., May 3 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 112-121 10 p.

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

Discriminators
Pixels
Deep neural networks
2017

A computational approach to relative aesthetics

Gattupalli, V., Chandakkar, P. S. & Li, B., Apr 13 2017, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 2446-2451 6 p. 7900003

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

Labels
Binary images
Image enhancement
Image retrieval
Deep neural networks
15 Citations (Scopus)

CLARE: A joint approach to label classification and tag recommendation

Wang, Y., Wang, S., Tang, J., Qi, G., Liu, H. & Li, B., 2017, 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 210-216 7 p.

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

Labels
Stadiums
Electric fuses
Beaches
Coastal zones
1 Citation (Scopus)

Embedded supervised feature selection for multi-class data

Chen, L., Tang, J. & Li, B., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 516-524 9 p.

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

Feature extraction
Labels
Electric network analysis
Information retrieval
Computer vision

Joint regression and ranking for image enhancement

Chandakkar, P. S. & Li, B., May 11 2017, Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Institute of Electrical and Electronics Engineers Inc., p. 235-243 9 p. 7926616

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

Image enhancement
Mobile devices
Learning systems
Momentum
Cameras
13 Citations (Scopus)

MSR-CNN: Applying motion salient region based descriptors for action recognition

Tu, Z., Cao, J., Li, Y. & Li, B., Apr 13 2017, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 3524-3529 6 p. 7900180

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

Neural networks
Sports
Labeling
Feature extraction

Non-negative dictionary learning with pairwise partial similarity constraint

Zhou, X., Ding, P. L. K. & Li, B., Aug 28 2017, 2017 IEEE International Conference on Multimedia and Expo, ICME 2017. IEEE Computer Society, p. 1410-1415 6 p. 8019392

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

Glossaries
Image classification
Supervised learning
Image retrieval
Labeling
5 Citations (Scopus)

Strategies for Re-Training a Pruned Neural Network in an Edge Computing Paradigm

Chandakkar, P. S., Li, Y., Ding, P. L. K. & Li, B., Sep 7 2017, Proceedings - 2017 IEEE 1st International Conference on Edge Computing, EDGE 2017. Institute of Electrical and Electronics Engineers Inc., p. 244-247 4 p. 8029286

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

Neural networks
Cluster computing
Fault tolerance
Mobile devices
Data storage equipment
8 Citations (Scopus)

Understanding and discovering deliberate self-harm content in social media

Wang, Y., Tang, J., Li, J., Li, B., Wan, Y., Mellina, C., O’Hare, N. & Chang, Y., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 93-102 10 p. 3052555

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

2 Citations (Scopus)

Video2vec: Learning semantic spatio-temporal embeddings for video representation

Hu, S. H., Li, Y. & Li, B., Apr 13 2017, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 811-816 6 p. 7899735

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

Semantics
Multilayer neural networks
Neural networks
Experiments
2016
2 Citations (Scopus)

A structured approach to predicting image enhancement parameters

Chandakkar, P. S. & Li, B., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477571

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

Image enhancement
Factorization
Heuristic methods
Mobile devices
Imaging techniques
4 Citations (Scopus)

Efficient unsupervised abnormal crowd activity detection based on a spatiotemporal saliency detector

Wang, Y., Zhang, Q. & Li, B., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477684

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

Detectors
Unsupervised learning
Image classification
Experiments
Object detection
3 Citations (Scopus)

Finding needles of interested tweets in the haystack of Twitter network

Tian, Q., Lagisetty, J. & Li, B., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 447-452 6 p. 7752273

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

twitter
Needles
social media
Supervised learning
Mobile devices

On the generality of neural image features

Venkatesan, R., Gatupalli, V. & Li, B., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 41-45 5 p. 7532315

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

Neural networks
Character recognition
Computer vision
18 Citations (Scopus)

PPP: Joint pointwise and pairwise image label prediction

Wang, Y., Wang, S., Tang, J., Liu, H. & Li, B., 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, Vol. 2016-January. p. 6005-6013 9 p.

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

Labels
Image classification
Leather
Electric fuses
Beaches
4 Citations (Scopus)

Recognizing unseen actions in a domain-adapted embedding space

Li, Y., Hu, S. H. & Li, B., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 4195-4199 5 p. 7533150

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

Semantics
Multilayer neural networks
Learning algorithms
Labels
Neural networks
1 Citation (Scopus)

Scale-adaptive EigenEye for fast eye detection in wild web images

Zhou, X., Wang, Y., Zhang, P. & Li, B., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 2911-2915 5 p. 7532892

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

Face recognition
Human computer interaction
Computer vision
Detectors
7 Citations (Scopus)

Sentiment Analysis for Social Media Images

Wang, Y. & Li, B., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Institute of Electrical and Electronics Engineers Inc., p. 1584-1591 8 p. 7395864

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

Labeling
Experiments
9 Citations (Scopus)

Simpler non-parametric methods provide as good or better results to multiple-instance learning

Venkatesan, R., Chandakkar, P. S. & Li, B., Feb 17 2016, Proceedings - 2015 IEEE International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 11-18-December-2015. p. 2605-2613 9 p. 7410656

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

Pathology
Computer vision
Labels
1 Citation (Scopus)

Simultaneous semantic segmentation of a set of partially labeled images

Tian, Q. & Li, B., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477639

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

Labels
Semantics
Image understanding
Labeling
Pixels
4 Citations (Scopus)

Weakly hierarchical lasso based learning to rank in best answer prediction

Tian, Q. & Li, B., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 307-314 8 p. 7752250

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

learning
social media
Support vector machines
Labels
ranking
2015
8 Citations (Scopus)

Fusing pointwise and pairwise labels for supporting user-adaptive image retrieval

Chen, L., Zhang, P. & Li, B., Jun 22 2015, ICMR 2015 - Proceedings of the 2015 ACM International Conference on Multimedia Retrieval. Association for Computing Machinery, Inc, p. 67-74 8 p.

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

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

Improving vision-based self-positioning in intelligent transportation systems via integrated lane and vehicle detection

Chandakkar, P. S., Wang, Y. & Li, B., Feb 19 2015, Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision, WACV 2015. Institute of Electrical and Electronics Engineers Inc., p. 404-411 8 p. 7045914

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

Traffic congestion
Computational efficiency
Semantics
Cameras
Costs
14 Citations (Scopus)

Inferring sentiment from web images with joint inference on visual and social cues: A regulated matrix factorization approach

Wang, Y., Hu, Y., Kambhampati, S. & Li, B., 2015, Proceedings of the 9th International Conference on Web and Social Media, ICWSM 2015. AAAI Press, p. 473-482 10 p.

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

Factorization
Labeling
Internet
Experiments
1 Citation (Scopus)

Instructive video retrieval for surgical skill coaching using attribute learning

Chen, L., Zhang, Q., Zhang, P. & Li, B., Aug 4 2015, Proceedings - IEEE International Conference on Multimedia and Expo. IEEE Computer Society, Vol. 2015-August. 7177389

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

Feedback
Sports
Surgery
Data acquisition
Experiments

Real-time vehicle back-up warning system with a single camera

Cao, J., Wang, Y. & Li, B., Dec 9 2015, Proceedings - International Conference on Image Processing, ICIP. IEEE Computer Society, Vol. 2015-December. p. 2275-2279 5 p. 7351207

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

Alarm systems
Cameras
Optical flows
Real time systems
Experiments
2 Citations (Scopus)

Relative learning from web images for content-adaptive enhancement

Chandakkar, P. S., Tian, Q. & Li, B., Aug 4 2015, Proceedings - IEEE International Conference on Multimedia and Expo. IEEE Computer Society, Vol. 2015-August. 7177502

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

Mobile computing
Image enhancement
Sampling

Retrieving unfamiliar faces: Towards understanding human performance

Zhou, X. & Li, B., Oct 13 2015, MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 1287-1290 4 p.

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

Image retrieval
Experiments
1 Citation (Scopus)

Structure-preserving Image Quality Assessment

Wang, Y., Zhang, Q. & Li, B., Aug 4 2015, Proceedings - IEEE International Conference on Multimedia and Expo. IEEE Computer Society, Vol. 2015-August. 7177436

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

Image quality
Mean square error
Experiments
47 Citations (Scopus)

Unsupervised sentiment analysis for social media images

Wang, Y., Wang, S., Tang, J., Liu, H. & Li, B., 2015, IJCAI International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, Vol. 2015-January. p. 2378-2379 2 p.

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

Semantics
Labels
Experiments
2014
4 Citations (Scopus)

Image cosegmentation via multi-task learning

Zhang, Q., Zhou, J., Wang, Y., Ye, J. & Li, B., 2014, BMVC 2014 - Proceedings of the British Machine Vision Conference 2014. British Machine Vision Association, BMVA

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

Image segmentation
Computer vision
Costs
3 Citations (Scopus)

Instructive Video retrieval based on hybrid ranking and attribute learning: A case study on surgical skill training

Chen, L., Zhang, P. & Li, B., Nov 3 2014, MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia. Association for Computing Machinery, Inc, p. 1045-1048 4 p.

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

Heuristic methods
Sports
Surgery
Labels
Automation
1 Citation (Scopus)

Investigating human factors in image forgery detection

Chandakkar, P. S. & Li, B., Nov 7 2014, HuEvent 2014 - Proceedings of the 2014 Workshop on Human Centered Event Understanding from Multimedia. Association for Computing Machinery, Inc, p. 41-44 4 p.

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

Human engineering
Image understanding
Gold
Internet
35 Citations (Scopus)

Predicting multiple attributes via relative multi-task learning

Chen, L., Zhang, Q. & Li, B., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 1027-1034 8 p. 6909531

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

Describing functions

Video-based self-positioning for intelligent transportation systems applications

Chandakkar, P. S., Venkatesan, R. & Li, B., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8887. p. 718-729 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8887).

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

Intelligent Transportation Systems
Positioning
Traffic Management
Traffic Congestion
Traffic congestion
2013

An affordable real-time assessment system for surgical skill training

Islam, G., Li, B. & Kahol, K., Mar 19 2013, International Conference on Intelligent User Interfaces, Proceedings IUI. p. 111-112 2 p.

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

Computer vision
Surgery
Feedback
1 Citation (Scopus)

Detecting text in floor maps using Histogram of Oriented Gradients

Maguluri, H. B., Tian, Q. & Li, B., Oct 18 2013, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 1932-1936 5 p. 6637990

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

Classifiers
Support vector machines
Labels

Developing a real-time low-cost system for surgical skill training and assessment

Islam, G., Li, B. & Kahol, K., 2013, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618269

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

Surgery
Simulators
Feedback
Costs
3 Citations (Scopus)

Efficient defect detection with sign information of Walsh Hadamard transform

Zhang, Q., Van Beek, P., Yuan, C., Xu, X., Seo, H. J. & Li, B., 2013, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 8661. 86610A

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

Walsh Transform
Walsh transforms
Hadamard Transform
Hadamard transforms
Defect Detection

Learning skill-defining latent space in video-based analysis of surgical expertise-a multi-stream fusion approach

Chen, L., Zhang, Q., Tian, Q. & Li, B., 2013, Studies in Health Technology and Informatics. IOS Press, Vol. 184. p. 66-70 5 p.

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

Semantics
Fusion reactions
Education
Learning
Technology
6 Citations (Scopus)

On predicting Twitter trend: Factors and models

Zhang, P., Wang, X. & Li, B., 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 1427-1429 3 p.

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

Topology
Experiments