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Nelson H. C. Yung
Nelson Hon Ching Yung – N. H. C. Yung
Person information
- affiliation: University of Hong Kong, Department of Electrical and Electronic Engineering, Hong Kong
- affiliation (PhD): University of Newcastle, Newcastle upon Tyne, UK
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2010 – 2019
- 2018
- [j38]Li-Li Wang, Henry Y. T. Ngan
, Nelson H. C. Yung:
Automatic incident classification for large-scale traffic data by adaptive boosting SVM. Inf. Sci. 467: 59-73 (2018) - [c46]Philip Lam, Lili Wang, Henry Y. T. Ngan, Nelson H. C. Yung, Michael K. Ng:
Outlier Detection in Large-Scale Traffic Data by Regression Analysis. IRIACV 2018: 1-6 - 2017
- [j37]Chongguo Li
Human arm pose modeling with learned features using joint convolutional neural network. Mach. Vis. Appl. 28(1-2): 1-14 (2017) - [j36]Xing Sun
Computationally Efficient Hyperspectral Data Learning Based on the Doubly Stochastic Dirichlet Process. IEEE Trans. Geosci. Remote. Sens. 55(1): 363-374 (2017) - [c45]Philip Lam, Lili Wang, Henry Y. T. Ngan, Nelson H. C. Yung, Anthony G. O. Yeh:
Outlier Detection in Large-Scale Traffic Data by Naïve Bayes Method and Gaussian Mixture Model Method. IRIACV 2017: 73-78 - 2016
- [j35]Xing Sun, Nelson H. C. Yung, Edmund Y. Lam
Unsupervised Tracking With the Doubly Stochastic Dirichlet Process Mixture Model. IEEE Trans. Intell. Transp. Syst. 17(9): 2594-2599 (2016) - [j34]Chongguo Li, Nelson H. C. Yung:
Arm Poses Modeling for Pedestrians with Motion Prior. J. Signal Process. Syst. 84(2): 237-249 (2016) - [c44]Li-Li Wang, Henry Y. T. Ngan, Wei Liu
Anomaly Detection for Quaternion-Valued Traffic Signals. DICTA 2016: 1-4 - [c43]Xing Sun, Nelson H. C. Yung, Edmund Y. Lam
Unsupervised tracking with a low computational cost using the doubly stochastic Dirichlet process mixture model. Image Processing: Machine Vision Applications 2016: 1-8 - [i3]Xing Sun, Nelson H. C. Yung, Edmund Y. Lam, Hayden Kwok-Hay So:
Consistency Analysis for the Doubly Stochastic Dirichlet Process. CoRR abs/1605.07358 (2016) - 2015
- [j33]Li-Li Wang, Nelson H. C. Yung:
Hybrid graphical model for semantic image segmentation. J. Vis. Commun. Image Represent. 28: 83-96 (2015) - [j32]Chongguo Li
Categorization of human actions with high dynamics in upper extremities based on arm pose modeling. Mach. Vis. Appl. 26(5): 619-632 (2015) - [j31]Li-Li Wang, Nelson H. C. Yung:
Improved hierarchical conditional random field model for object segmentation. Mach. Vis. Appl. 26(7-8): 1027-1043 (2015) - [c42]Henry Y. T. Ngan, Nelson H. C. Yung, Anthony G. O. Yeh:
A comparative study of outlier detection for large-scale traffic data by one-class SVM and kernel density estimation. Image Processing: Machine Vision Applications 2015: 94050I - [c41]Chongguo Li, Nelson H. C. Yung, Edmund Y. Lam
Human arm pose modeling with learned features using joint convolutional neural network. MVA 2015: 398-401 - [i2]Li-Li Wang, Henry Y. T. Ngan, Nelson H. C. Yung:
Automatic Incident Classification for Big Traffic Data by Adaptive Boosting SVM. CoRR abs/1512.04392 (2015) - [i1]Philip Lam, Li-Li Wang, Henry Y. T. Ngan, Nelson H. C. Yung, Anthony Gar-On Yeh:
Outlier Detection In Large-scale Traffic Data By Naïve Bayes Method and Gaussian Mixture Model Method. CoRR abs/1512.08413 (2015) - 2014
- [j30]Shan-shan Zhu, Nelson H. C. Yung:
Sub-scene segmentation using constraints based on Gestalt principles. J. Vis. Commun. Image Represent. 25(5): 994-1005 (2014) - [j29]Shan-shan Zhu, Nelson H. C. Yung:
Improve scene categorization via sub-scene recognition. Mach. Vis. Appl. 25(6): 1561-1572 (2014) - [j28]Lu Wang, Nelson Hon Ching Yung, Lisheng Xu
Multiple-Human Tracking by Iterative Data Association and Detection Update. IEEE Trans. Intell. Transp. Syst. 15(5): 1886-1899 (2014) - [c40]Sun Xing, Nelson H. C. Yung:
Large Scale Image Categorization in Sparse Nonparametric Bayesian Representation. ICPR 2014: 1365-1370 - [c39]Chongguo Li, Nelson H. C. Yung:
Action Categorization based on Arm Pose Modeling. VISAPP (2) 2014: 39-47 - [c38]Li-Li Wang, Shan-shan Zhu, N. H. C. Yung:
Enhanced Hierarchical Conditional Random Field Model for Semantic Image Segmentation. VISAPP (2) 2014: 215-222 - 2012
- [j27]Jianzhao Qin, Nelson H. C. Yung:
Feature fusion within local region using localized maximum-margin learning for scene categorization. Pattern Recognit. 45(4): 1671-1683 (2012) - [j26]Lu Wang, Nelson H. C. Yung:
Three-Dimensional Model-Based Human Detection in Crowded Scenes. IEEE Trans. Intell. Transp. Syst. 13(2): 691-703 (2012) - [c37]Henry Y. T. Ngan, Nelson H. C. Yung, Anthony Gar-On Yeh:
Modeling of traffic data characteristics by Dirichlet Process Mixtures. CASE 2012: 224-229 - 2011
- [j25]Henry Y. T. Ngan, Grantham K. H. Pang, Nelson H. C. Yung:
Automated fabric defect detection - A review. Image Vis. Comput. 29(7): 442-458 (2011) - [j24]Zhuo Chen, Lu Wang, Nelson H. C. Yung:
Adaptive human motion analysis and prediction. Pattern Recognit. 44(12): 2902-2914 (2011) - [j23]C. Y. Liu, Nelson H. C. Yung:
Scale-Adaptive Spatial Appearance Feature Density Approximation for Object Tracking. IEEE Trans. Intell. Transp. Syst. 12(1): 284-290 (2011) - [j22]Daniel Chi Kit Ngai, Nelson H. C. Yung:
A Multiple-Goal Reinforcement Learning Method for Complex Vehicle Overtaking Maneuvers. IEEE Trans. Intell. Transp. Syst. 12(2): 509-522 (2011) - [c36]Shan-shan Zhu, Nelson H. C. Yung:
Sub-scene generation: A step towards complex scene understanding. ICME 2011: 1-6 - [c35]Zhuo Chen, Nelson H. C. Yung:
Learning Multi-Feature Human Motion Patterns by Automated Near-Optimal Constrained Gravitational Clustering. MVA 2011: 463-466 - [c34]Lu Wang, Nelson H. C. Yung:
Bayesian 3D model based human detection in crowded scenes using efficient optimization. WACV 2011: 557-563 - 2010
- [j21]Jianzhao Qin, Nelson H. C. Yung:
Scene categorization via contextual visual words. Pattern Recognit. 43(5): 1874-1888 (2010) - [j20]Henry Y. T. Ngan, Grantham K. H. Pang, Nelson H. C. Yung:
Ellipsoidal decision regions for motif-based patterned fabric defect detection. Pattern Recognit. 43(6): 2132-2144 (2010) - [j19]Henry Y. T. Ngan, Grantham K. H. Pang, N. H. C. Yung:
Performance Evaluation for Motif-Based Patterned Texture Defect Detection. IEEE Trans Autom. Sci. Eng. 7(1): 58-72 (2010) - [j18]Lu Wang, Nelson H. C. Yung:
Extraction of Moving Objects From Their Background Based on Multiple Adaptive Thresholds and Boundary Evaluation. IEEE Trans. Intell. Transp. Syst. 11(1): 40-51 (2010) - [c33]Jianzhao Qin, Nelson H. C. Yung:
Category-specific incremental visual codebook training for scene categorization. ICIP 2010: 1501-1504 - [c32]Lu Wang, Nelson H. C. Yung:
Detection Based Low Frame Rate Human Tracking. ICPR 2010: 3529-3532 - [c31]Zhuo Chen, N. H. C. Yung:
A self-growing Bayesian network classifier for online learning of human motion patterns. SoCPaR 2010: 182-187
2000 – 2009
- 2009
- [c30]Lu Wang, Nelson H. C. Yung:
Crowd counting and segmentation in visual surveillance. ICIP 2009: 2573-2576 - [c29]Jianzhao Qin, Nelson H. C. Yung:
Scene Categorization by Introducing Contextual Information to the Visual Words. ISVC (1) 2009: 297-306 - [c28]Zhuo Chen, N. H. C. Yung:
Improved multi-level pedestrian behavior prediction based on matching with classified motion patterns. ITSC 2009: 1-6 - [c27]C. Y. Liu, N. H. C. Yung, R. G. Fang:
Scale Robust Adaptive Feature Density Approximation for Visual Object Representation and Tracking. VISAPP (2) 2009: 535-540 - 2008
- [j17]Hamed Sari-Sarraf, David Fofi
Guest Editorial: Special Section on Quality Control by Artificial Vision. J. Electronic Imaging 17(3): 031101 (2008) - [j16]Henry Y. T. Ngan, Grantham K. H. Pang
Motif-based defect detection for patterned fabric. Pattern Recognit. 41(6): 1878-1894 (2008) - [c26]Zhuo Chen, Daniel C. K. Ngai, N. H. C. Yung:
Behavior Prediction Based on Obstacle Motion Patterns in Dynamically Changing Environments. IAT 2008: 132-135 - [c25]Zhigang Tan, Nelson H. C. Yung:
Image segmentation towards natural clusters. ICPR 2008: 1-4 - [c24]Zhuo Chen, Daniel C. K. Ngai, N. H. C. Yung:
Pedestrian Behavior Prediction based on Motion Patterns for Vehicle-to-Pedestrian Collision Avoidance. ITSC 2008: 316-321 - 2007
- [j15]Clement Chun Cheong Pang, William Wai Leung Lam, Nelson H. C. Yung:
A Method for Vehicle Count in the Presence of Multiple-Vehicle Occlusions in Traffic Images. IEEE Trans. Intell. Transp. Syst. 8(3): 441-459 (2007) - [j14]William Wai Leung Lam, Clement Chun Cheong Pang, Nelson H. C. Yung:
Vehicle-Component Identification Based on Multiscale Textural Couriers. IEEE Trans. Intell. Transp. Syst. 8(4): 681-694 (2007) - [c23]Henry Y. T. Ngan, Grantham K. H. Pang, Nelson H. C. Yung:
Patterned Fabric Defect Detection using a Motif-Based Approach. ICIP (2) 2007: 33-36 - [c22]Daniel C. K. Ngai, Nelson H. C. Yung:
Automated Vehicle Overtaking based on a Multiple-Goal Reinforcement Learning Framework. ITSC 2007: 818-823 - [c21]Daniel C. K. Ngai, Nelson H. C. Yung:
Fast-Maneuvering Target Seeking Based on Double-Action Q-Learning. MLDM 2007: 653-666 - [c20]X. He, N. H. C. Yung, Kam-Pui Chow, Francis Y. L. Chin, Ronald H. Y. Chung, Kwan-Yee Kenneth Wong, Kenneth S. H. Tsang:
Watershed segmentation with boundary curvature ratio based merging criterion. SIP 2007: 7-12 - [c19]L. Wang, N. H. C. Yung, Xiao-Chen He:
Extraction of moving human objects from their background using Bi-thresholding and boundary evaluation. SIP 2007: 507-512 - [c18]Xiao-Chen He, N. H. C. Yung:
A Novel Algorithm for Estimating Vehicle Speed from Two Consecutive Images. WACV 2007: 12 - 2006
- [c17]Zhigang Tan, Xiao-Chen He, Nelson H. C. Yung:
A Novel Merging Criterion Incorporating Boundary Smoothness and Region Homogeneity for Image Segmentation. PSIVT 2006: 238-247 - 2005
- [j13]Ronald H. Y. Chung, N. H. C. Yung, Paul Y. S. Cheung:
An Efficient Parameterless Quadrilateral-Based Image Segmentation Method. IEEE Trans. Pattern Anal. Mach. Intell. 27(9): 1446-1458 (2005) - [c16]Daniel Chi Kit Ngai, Nelson H. C. Yung:
Performance evaluation of double action Q-learning in moving obstacle avoidance problem. SMC 2005: 865-870 - 2004
- [j12]Xuezhi Yang, Grantham Pang, Nelson H. C. Yung:
Discriminative training approaches to fabric defect classification based on wavelet transform. Pattern Recognit. 37(5): 889-899 (2004) - [j11]Clement Chun Cheong Pang, William Wai Leung Lam, Nelson H. C. Yung:
A novel method for resolving vehicle occlusion in a monocular traffic-image sequence. IEEE Trans. Intell. Transp. Syst. 5(3): 129-141 (2004) - [c15]William Wai Leung Lam, Clement Chun Cheong Pang, Nelson H. C. Yung:
Multi-scale space vehicle component identification. ICIP 2004: 925-928 - [c14]Xiao-Chen He, N. H. C. Yung:
Curvature Scale Space Corner Detector with Adaptive Threshold and Dynamic Region of Support. ICPR (2) 2004: 791-794 - 2003
- [j10]Cang Ye, N. H. C. Yung, Danwei Wang:
A fuzzy controller with supervised learning assisted reinforcement learning algorithm for obstacle avoidance. IEEE Trans. Syst. Man Cybern. Part B 33(1): 17-27 (2003) - [c13]Clement Chun Cheong Pang, William Wai Leung Lam, Nelson Hon Ching Yung:
Novel method for handling vehicle occlusion in visual traffic surveillance. Image Processing: Algorithms and Systems 2003: 437-447 - 2002
- [j9]K. K. Leung, N. H. C. Yung, Paul Y. S. Cheung:
Novel Neighborhood Search for Multiprocessor Scheduling with Pipelining. J. Parallel Distributed Comput. 62(1): 85-110 (2002) - [c12]Hing Y. Chung, Nelson H. C. Yung, Paul Y. S. Cheung:
A novel quadrilateral-based tracking method. ICARCV 2002: 282-285 - 2001
- [j8]Kwong-Keung Leung, Nelson H. C. Yung:
Spatial and temporal data parallelization of the H.261 video coding algorithm. IEEE Trans. Circuits Syst. Video Technol. 11(1): 91-104 (2001) - [j7]Nelson H. C. Yung, Andrew H. S. Lai:
An effective video analysis method for detecting red light runners. IEEE Trans. Veh. Technol. 50(4): 1074-1084 (2001) - [c11]Yang Xue Zhi, Grantham K. H. Pang, Nelson H. C. Yung:
Fabric defect detection using adaptive wavelet. ICASSP 2001: 3697-3700 - [c10]G. S. K. Fung, N. H. C. Yung, Grantham K. H. Pang, Andrew H. S. Lai:
Towards detection of moving cast shadows for visual traffic surveillance. SMC 2001: 2505-2510 - [c9]Kwong-Keung Leung, Nelson H. C. Yung, Paul Y. S. Cheung:
Adaptive parallel video coding algorithm. VCIP 2001: 284-295 - 2000
- [j6]Kwong-Keung Leung, Nelson H. C. Yung, Paul Y. S. Cheung:
Parallelization methodology for video coding-an implementation on the TMS320C80. IEEE Trans. Circuits Syst. Video Technol. 10(8): 1413-1425 (2000) - [j5]Andrew H. S. Lai, Nelson H. C. Yung:
Vehicle-type identification through automated virtual loop assignment and block-based direction-biased motion estimation. IEEE Trans. Intell. Transp. Syst. 1(2): 86-97 (2000) - [j4]Andrew H. S. Lai, N. H. C. Yung:
Lane detection by orientation and length discrimination. IEEE Trans. Syst. Man Cybern. Part B 30(4): 539-548 (2000)
1990 – 1999
- 1999
- [j3]N. H. C. Yung, Cang Ye:
An intelligent mobile vehicle navigator based on fuzzy logic and reinforcement learning. IEEE Trans. Syst. Man Cybern. Part B 29(2): 314-321 (1999) - [c8]K. C. Chu, N. H. C. Yung:
Implementation of Workload Balancing in Parallel Video Codec. PDPTA 1999: 511-517 - 1998
- [c7]Hing Y. Chung, Paul Y. S. Cheung, N. H. C. Yung:
Adaptive Search Center Non-Linear Three Step Search. ICIP (2) 1998: 191-194 - [c6]Andrew H. S. Lai, Nelson H. C. Yung:
A Video-based System Methodology for Detecting Red Light Runners. MVA 1998: 23-26 - [c5]N. H. C. Yung, Cang Ye:
An adaptive fuzzy approach to obstacle avoidance. SMC 1998: 3418-3423 - [c4]N. H. C. Yung, Cang Ye:
Avoidance of moving obstacles through behavior fusion and motion prediction. SMC 1998: 3424-3429 - [c3]N. H. C. Yung, K. C. Chu:
Fast and parallel video encoding by workload balancing. SMC 1998: 4642-4647 - 1996
- [c2]N. H. C. Yung, H. S. Lai:
New feature preserving noise removal algorithm based on the discrete cosine transform and the a prior knowledge of pixel type. ICIP (1) 1996: 415-418 - [c1]Roy Hung, N. H. C. Yung, Paul Y. S. Cheung:
The Analysis and Resynthesis of Sustained Musical Signals in the Time Domain. ICMC 1996
1980 – 1989
- 1984
- [j2]N. H. C. Yung, C. R. Allen, Hans K. E. Liesenberg, D. J. Kinniment:
A recursive design methodology for VLSI: Theory and example. Integr. 2(3): 213-225 (1984) - 1983
- [j1]N. H. C. Yung, C. R. Allen:
Optimal floating point multiplication processor for signal processing. Image Vis. Comput. 1(3): 152-156 (1983)
Coauthor Index
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