All Stories

  1. A Method for Breast Mass Segmentation using Image Augmentation with SAM and Receptive Field Expansion

    Article • October 2023, ACM (Association for Computing Machinery)

    Professor Hui Yu

  2. Change Detection in Hyperspectral Images based on a Spatial-Spectral-Temporal Attention Network

    Article • October 2023, ACM (Association for Computing Machinery)

    Professor Hui Yu

  3. Underwater image processing and analysis: A review

    Article • Signal Processing Image Communication, February 2021, Elsevier

    Professor Hui Yu

  4. Eye-based Recognition for User Identification on Mobile Devices

    Article • ACM Transactions on Multimedia Computing Communications and Applications, January 2021, ACM (Association for Computing Machinery)

    Dr Jiande Sun, Professor Hui Yu

  5. MARS: parallelism-based metrically accurate 3D reconstruction system in real-time

    Article • Journal of Real-Time Image Processing, November 2020, Springer Science + Business Media

    Professor Hui Yu

  6. Scene perception guided crowd anomaly detection

    Article • Neurocomputing, November 2020, Elsevier

    Professor Hui Yu

  7. DSFMA: deeply supervised fully convolutional neural networks based on multi-level aggregation for saliency detection

    Article • Multimedia Tools and Applications, October 2020, Springer Science + Business Media

    Professor Hui Yu

  8. Deep Learning for Traffic Sign Recognition Based on Spatial Pyramid Pooling with Scale Analysis

    Article • Applied Sciences, October 2020, MDPI AG

    Professor Hui Yu

  9. Region Based Parallel Hierarchy Convolutional Neural Network for Automatic Facial Nerve Paralysis Evaluation

    Article • IEEE Transactions on Neural Systems and Rehabilitation Engineering, October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  10. Weight analysis for various prohibitory sign detection and recognition using deep learning

    Article • Multimedia Tools and Applications, August 2020, Springer Science + Business Media

    Professor Hui Yu

  11. Deep Selective Feature Learning for Action Recognition

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  12. A joint guidance-enhanced perceptual encoder and atrous separable pyramid-convolutions for image inpainting

    Article • Neurocomputing, July 2020, Elsevier

    Professor Hui Yu

  13. CMIB: Unsupervised Image Object Categorization in Multiple Visual Contexts

    Article • IEEE Transactions on Industrial Informatics, June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  14. Augmented visual feature modeling for matching in low-visibility based on cycle-labeling of Superpixel Flow

    Article • Knowledge-Based Systems, May 2020, Elsevier

    Professor Hui Yu

  15. A brief survey of visual saliency detection

    Article • Multimedia Tools and Applications, April 2020, Springer Science + Business Media

    Professor Hui Yu

  16. Synergetic information bottleneck for joint multi-view and ensemble clustering

    Article • Information Fusion, April 2020, Elsevier

    Professor Hui Yu

  17. Learning the Traditional Art of Chinese Calligraphy via Three-Dimensional Reconstruction and Assessment

    Article • IEEE Transactions on Multimedia, April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  18. Perception of Head Motion Effect on Emotional Facial Expression in Virtual Reality

    Article • March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  19. Realistic Facial Expression Reconstruction for VR HMD Users

    Article • IEEE Transactions on Multimedia, March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  20. Survey of Procedural Methods for Two-Dimensional Texture Generation

    Article • Sensors, February 2020, MDPI AG

    Professor Hui Yu

  21. Real-Time Facial Affective Computing on Mobile Devices

    Article • Sensors, February 2020, MDPI AG

    Professor Hui Yu

  22. A Review on Automated Facial Nerve Function Assessment From Visual Face Capture

    Article • IEEE Transactions on Neural Systems and Rehabilitation Engineering, February 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  23. Two-stage deep regression enhanced depth estimation from a single RGB image

    Article • IEEE Transactions on Emerging Topics in Computing, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  24. Distilling Ordinal Relation and Dark Knowledge for Facial Age Estimation

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  25. Variational Bayesian Group-Level Sparsification for Knowledge Distillation

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  26. Random Shapley Forests: Cooperative Game-Based Random Forests With Consistency

    Article • IEEE Transactions on Cybernetics, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  27. Un-VDNet: unsupervised network for visual odometry and depth estimation

    Article • Journal of Electronic Imaging, December 2019, SPIE

    Professor Hui Yu

  28. Depth estimation of a single RGB image with semi-supervised two-stage regression

    Article • November 2019, ACM (Association for Computing Machinery)

    Professor Hui Yu

  29. Saliency Detection via Robust Seed Selection of Foreground and Background Priors

    Article • November 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  30. Hybrid regression and isophote curvature for accurate eye center localization

    Article • Multimedia Tools and Applications, September 2019, Springer Science + Business Media

    Professor Hui Yu

  31. Multi-subspace supervised descent method for robust face alignment

    Article • Multimedia Tools and Applications, September 2019, Springer Science + Business Media

    Professor Hui Yu

  32. Dual Stage Augmented Colorful Texture Synthesis from Hand Sketch

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  33. Visual Saliency Detection Via Background Features and Object-Location Cues

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  34. Accurate and robust eye center localization via fully convolutional networks

    Article • IEEE/CAA Journal of Automatica Sinica, September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  35. Leveraging an Instance Segmentation Method for Detection of Transparent Materials

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  36. The extended marine underwater environment database and baseline evaluations

    Article • Applied Soft Computing, July 2019, Elsevier

    Professor Hui Yu

  37. Detection of Salient Crowd Motion Based on Repulsive Force Network and Direction Entropy

    Article • Entropy, June 2019, MDPI AG

    Professor Hui Yu

  38. Visual Saliency Detection Based on Full Convolution Neural Networks and Center Prior

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  39. Robot-Enhanced Therapy: Development and Validation of Supervised Autonomous Robotic System for Autism Spectrum Disorders Therapy

    Article • IEEE Robotics & Automation Magazine, June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  40. Learning-Based Texture Synthesis and Automatic Inpainting Using Support Vector Machines

    Article • IEEE Transactions on Industrial Electronics, June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  41. Generalizing to Unseen Head Poses in Facial Expression Recognition and Action Unit Intensity Estimation

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  42. Improvement of Maximum Variance Weight Partitioning Particle Filter in Urban Computing and Intelligence

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  43. Shared-Private Information Bottleneck Method for Cross-Modal Clustering

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  44. BTF data Generation based on Deep Learning

    Article • Procedia Computer Science, January 2019, Elsevier

    Professor Hui Yu

  45. A hybrid spatio-temporal model for detection and severity rating of Parkinson’s disease from gait data

    Article • Neurocomputing, November 2018, Elsevier

    Professor Hui Yu

  46. Saliency detection based on directional patches extraction and principal local color contrast

    Article • Journal of Visual Communication and Image Representation, November 2018, Elsevier

    Professor Hui Yu

  47. Dynamic 3D Surface Reconstruction Using a Hand-Held Camera

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  48. Welcome Message from the IEEE UIC 2018 Program Chairs

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  49. Segmentation of Lung Nodule in CT Images Based on Mask R-CNN

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  50. SDM-Based Means of Gradient for Eye Center Localization

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  51. Kinect Depth Recovery via the Cooperative Profit Random Forest Algorithm

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  52. Predicting and Generating Wallpaper Texture with Semantic Properties

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  53. Perception-driven procedural texture generation from examples

    Article • Neurocomputing, May 2018, Elsevier

    Professor Hui Yu

  54. LSTM for diagnosis of neurodegenerative diseases using gait data

    Article • April 2018, SPIE

    Professor Hui Yu

  55. Saliency detection by conditional generative adversarial network

    Article • April 2018, SPIE

    Professor Hui Yu

  56. Dual channel LSTM based multi-feature extraction in gait for diagnosis of Neurodegenerative diseases

    Article • Knowledge-Based Systems, April 2018, Elsevier

    Professor Hui Yu

  57. Energy Level-Based Abnormal Crowd Behavior Detection

    Article • Sensors, February 2018, MDPI AG

    Professor Hui Yu

  58. Physics Inspired Methods for Crowd Video Surveillance and Analysis: A Survey

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  59. Tactile sensing and feedback in SEMG hand

    Article • International Journal of Computing Science and Mathematics, January 2018, Inderscience Publishers

    Professor Hui Yu

  60. Refractive laser triangulation and photometric stereo in underwater environment

    Article • Optical Engineering, November 2017, SPIE

    Professor Hui Yu

  61. Deviation correction method for close-range photometric stereo with nonuniform illumination

    Article • Optical Engineering, October 2017, SPIE

    Professor Hui Yu

  62. Visual Based Drowsiness Detection Using Facial Features

    Article • September 2017, Springer Science + Business Media

    Professor Hui Yu

  63. Cascade support vector regression-based facial expression-aware face frontalization

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  64. Feature matching for underwater image via superpixel tracking

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  65. Augmenting depth estimation from deep convolutional neural network using multi-spectral photometric stereo

    Article • August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  66. Underwater image enhancement via extended multi-scale Retinex

    Article • Neurocomputing, July 2017, Elsevier

    Professor Hui Yu

  67. Simultaneous Calibration: A Joint Optimization Approach for Multiple Kinect and External Cameras

    Article • Sensors, June 2017, MDPI AG

    Professor Hui Yu

  68. An Evaluation of Deep Learning in Loop Closure Detection for Visual SLAM

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  69. Message from the CPSCom-2017 Program Chairs

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  70. Dense 3D facial reconstruction from a single depth image in unconstrained environment

    Article • Virtual Reality, April 2017, Springer Science + Business Media

    Professor Hui Yu

  71. Two-stage underwater image restoration based on a physical model

    Article • February 2017, SPIE

    Professor Hui Yu

  72. An Interactive Image Segmentation Method in Hand Gesture Recognition

    Article • Sensors, January 2017, MDPI AG

    Professor Hui Yu

  73. Saliency Detection Using Texture and Local Cues

    Article • January 2017, Springer Science + Business Media

    Professor Hui Yu

  74. Saliency Detection via Combining Global Shape and Local Cue Estimation

    Article • January 2017, Springer Science + Business Media

    Professor Hui Yu

  75. 3D eye model-based gaze estimation from a depth sensor

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  76. Combining 3D joints Moving Trend and Geometry property for human action recognition

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  77. Extended Social Force Model-Based Mean Shift for Pedestrian Tracking Under Obstacle Avoidance

    Article • IET Computer Vision, September 2016, the Institution of Engineering and Technology (the IET)

    Professor Hui Yu

  78. Guest Editorial: Advanced Understanding and Modelling of Human Motion in Multidimensional Spaces

    Article • Multimedia Tools and Applications, August 2016, Springer Science + Business Media

    Professor Hui Yu

  79. Learning perceptual texture similarity and relative attributes from computational features

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  80. Real-time 3D point cloud segmentation using Growing Neural Gas with Utility

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  81. Robust Photometric Stereo in a scattering medium via Low-Rank Matrix Completion and Recovery

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  82. Robot and Neuroscience Technology: Computational and Engineering Approaches in Medicine

    Article • Computational Intelligence and Neuroscience, January 2016, Hindawi Publishing Corporation

    Professor Hui Yu

  83. Robust Gaze Estimation via Normalized Iris Center-Eye Corner Vector

    Article • January 2016, Springer Science + Business Media

    Professor Hui Yu

  84. Tracking Multiple Video Targets with an Improved GM-PHD Tracker

    Article • Sensors, December 2015, MDPI AG

    Professor Hui Yu

  85. Gaze estimation driven solution for interacting children with ASD

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  86. Automatic Reconstruction of Dense 3D Face Point Cloud with a Single Depth Image

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  87. Morphology element research on Chinese small-sized liquor bottle design

    Article • September 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  88. Convolution-based means of gradient for fast eye center localization

    Article • July 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  89. Automatic evaluation of the degree of facial nerve paralysis

    Article • Multimedia Tools and Applications, June 2015, Springer Science + Business Media

    Professor Hui Yu

  90. Combining Kinect and PnP for camera pose estimation

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  91. Dynamic facial expression recognition using local patch and LBP-TOP

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  92. Explore the design style of oriented facility based on user evaluation

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  93. Toward a psychophysical-based procedural texture generation system for interactive design

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  94. A fusion method for robust face tracking

    Article • Multimedia Tools and Applications, May 2015, Springer Science + Business Media

    Professor Hui Yu

  95. RETRACTED ARTICLE: Multi-layered multi-exemplar affinity propagation for temporal clustering of human motion

    Article • Multimedia Tools and Applications, April 2015, Springer Science + Business Media

    Professor Hui Yu

  96. Combining appearance and geometric features for facial expression recognition

    Article • March 2015, SPIE

    Professor Hui Yu

  97. Facial pose estimation via dense and sparse representation

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  98. Tumor-activated prodrug (TAP)-conjugated nanoparticles with cleavable domains for safe doxorubicin delivery

    Article • Biotechnology and Bioengineering, November 2014, Wiley

    Professor Hui Yu

  99. Image factorization and feature fusion for enhancing robot vision in human face recognition

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  100. Linear regression for head pose analysis

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  101. A framework for automatic and perceptually valid facial expression generation

    Article • Multimedia Tools and Applications, June 2014, Springer Science + Business Media

    Professor Hui Yu

  102. Regression-Based Facial Expression Optimization

    Article • IEEE Transactions on Human-Machine Systems, June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  103. Realistic facial animation generation based on facial expression mapping

    Article • January 2014, SPIE

    Professor Hui Yu

  104. Combining SIFT and Individual Entropy Correlation Coefficient for Image Registration

    Article • January 2014, Springer Science + Business Media

    Professor Hui Yu

  105. Explore New Eye Tracking and Gaze Locating Methods

    Article • October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  106. New Perception of Fluffy Surfaces

    Article • October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  107. Ship Detection and Segmentation Using Image Correlation

    Article • October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  108. Reply to Sauter and Eisner: Differences outweigh commonalities in the communication of emotions across human cultures

    Article • Proceedings of the National Academy of Sciences, January 2013, Proceedings of the National Academy of Sciences

    Professor Hui Yu

  109. Perception-driven facial expression synthesis

    Article • Computers & Graphics, May 2012, Elsevier

    Professor Hui Yu

  110. Facial expressions of emotion are not culturally universal

    Article • Proceedings of the National Academy of Sciences, April 2012, Proceedings of the National Academy of Sciences

    Professor Hui Yu

  111. On generating realistic avatars: dress in your own style

    Article • Multimedia Tools and Applications, March 2011, Springer Science + Business Media

    Professor Hui Yu

  112. Fluctuating asymmetry and preferences for sex-typical bodily characteristics

    Article • Proceedings of the National Academy of Sciences, September 2008, Proceedings of the National Academy of Sciences

    Michael Price, Professor Hui Yu

  113. Automatic segmentation of scanned human bodies for building LOD models

    Article • July 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu

  114. Generation of 3D Human Models with Different Levels of Detail through Point-Based Simplification

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Hui Yu