HSU-YUNG CHENG         鄭旭詠

Current Affiliation

  Professor (Aug. 2017 ~   )

 
  Associate Professor (Aug. 2013 ~ Jul. 2017   )
  Assistant Professor (Aug. 2008 ~ Jul. 2013   )
  Department of Computer Science and Information Engineering
  National Central University, Taiwan  
  No.300, Jung-da Rd,  Chung-li , Tao-yuan, Taiwan 320 
  email: chengsy@csie.ncu.edu.tw
  Tel: 886-3-4227151 ext 35306

人工智慧與圖形識別實驗室 Artificial Intelligence & Pattern Recognition Lab
Education

• University of Washington, Seattle, WA, US       Ph.D. Electrical Engineering      

• National Central University, Taiwan                  Ph.D. Computer Science and Information Engineering     

• National Chiao Tung University, Taiwan           MS Computer Science and Information Engineering     

• National Chiao Tung University, Taiwan           BS Computer Science and Information Engineering                 



Research Interests
  • Video Analysis and Understanding
  • Machine Learning
  • Image Processing
  • Digital Signal Processing
  • Intelligent Systems


Selected Publications

Journals

  • [47] Yi-Hua Hsu, Chih-Chang Yu*, Hsu-Yung Cheng, "Enhancing Badminton Game Analysis: An Approach to Shot Refinement via a Fusion of Shuttlecock Tracking and Hit Detection from Monocular Camera, " Sensors, vol. 24, no. 13, Jul. 2024. (SCI, EI)  (Impact factor: 3.4)
  • [46] Hsu-Yung Cheng*, Chih-Chang Yu*, "Solar Power Generation Forecast Using Multivariate Convolution Gated Recurrent Unit Network," Energies, vol. 17, no. 3, Jun. 2024. (SCI, EI)  (Impact factor: 3.0)
  • [45] Chih-Chang Yu*,Tzu-Ying Chen, Chun-Wei Hsu, and Hsu-Yung Cheng*, "Incremental Scene Classification Using Dual Knowledge Distillation and Classifier Discrepancy on Natural and Remote Sensing Images," Electronics, vol. 13, no. 3, Jan. 2024. (SCI, EI) (Impact factor: 2.90)
  • [44] Hsu-Yung Cheng*, Chih-Chang Yu, Chenyu Li, " Separable ConvNet Spatiotemporal Mixer for Action Recognition," Electronics, vol. 13, no. 3, Jan. 2024. (SCI, EI) (Impact factor: 2.9)
  • [43] Shao-Yu Yang, Hsu-Yung Cheng*, C.C. Yu, "Real-Time Object Detection and Tracking for Unmanned Aerial Vehicles Based on Convolutional Neural Networks," Electronics, vol. 12, no. 24, Dec. 2023. (SCI, EI) (Impact factor: 2.9)
  • [42] Hsu-Yung Cheng*, C.C. Yu, "Improved Two-stage Image Inpainting with Perceptual Color Loss and Modified Region Normalization," Machine Vision and Applications, vol. 33, no. 94, Oct. 2022. (SCI, EI) (Impact factor: 3.3)
  • [41] Hsu-Yung Cheng*, C.C. Yu, "Scene Classification, Data Cleaning, and Comment Summarization for Large-Scale Location Databases," Electronics, vol. 11, no. 13, June 2022. (SCI, EI) (Impact factor: 2.9)
  • [40] Hsu-Yung Cheng*, C.C. Yu, Chih-Lung Lin, "Generating Dance Videos using Pose Transfer Generative Adversarial Network with Multiple Scale Region Extractor and Learnable Region Normalization," IEEE Multimedia, vol. 29, no. 1, Mar 2022. (SCI, EI) (Impact factor: 5.633)
  • [39] Chih-Lung Lin,Kuo-Chin Fan,Chin-Rong Lai, Hsu-Yung Cheng,Tsung-Pin and Chao-Ming Hung , "Applying a Deep Learning Neural Network to Gait-Based Pedestrian Automatic Detection and Recognition," Applied Sciences, vol. 12, no. 9, Mar 2022. (SCI, EI) (Impact factor: 2.679)
  • [38] Hsu-Yung Cheng*, C.C. Yu, Chih-Lung Lin, "Day-ahead to week-ahead solar irradiance prediction using convolutional long short-term memory networks," Renewable Energy, Dec. 2021. (SCI, EI) (Impact factor: 8.001)
  • [37] Hsu-Yung Cheng*, C.C. Yu, "Generating Scenery Images with Larger Variety According to User Descriptions," Applied Sciences, vol. 11, no. 21, Nov. 2021. (SCI, EI) (Impact factor: 2.679)
  • [36] Chih-Lung Lin*, Tsung-Pin Chen, Kuo-Chin Fan, Hsu-Yung Cheng, Chi-Hung Chuang, "Radar High-Resolution Range Profile Ship Recognition Using Two-Channel Convolutional Neural Networks Concatenated with Bidirectional Long Short-Term Memory," Remote Sensing , Mar. 2021. (SCI, EI) (Impact factor:4.848 )
  • [35] Hsu-Yung Cheng*, C.C. Yu, "Automatic Data Cleaning System for Large-Scale Location Image Databases using a Multilevel Extractor and Multiresolution Dissimilarity Calculation," IEEE Intelligent Systems, vol. 36, no. 5, Sept.-Oct. 2021. (SCI, EI) (Impact factor: 3.405)
  • [34] Hsu-Yung Cheng*, C.C. Yu, "Low-resource automatic cartoon image creation from limited samples," Journal of Visual Communication and Image Representation, vol. 71, Aug., 2020. (SCI, EI) (Impact factor: 2.678)
  • [33] H. Shih*, Hsu-Yung Cheng, C. Fu, "Image Classification Using Synchronized Rotation Local Ternary Pattern," IEEE Sensors Journal , vol. 20, no. 3, Feb. 1, 2020. (SCI, EI) (Impact factor: 3.301)
  • [32] Hsu-Yung Cheng*, Chih-Chang Yu, Kuo-Chang Hsu, Chi-Chang Chan, Mei-Hui Tseng and Chih-Lung Lin, "Estimating Solar Irradiance on Tilted Surface with Arbitrary Orientations and Tilt Angles," Energies ,12 (8), 1427, 2019. (SCI, EI) (Impact factor: 2.707)
  • [31] Hsu-Yung Cheng*, Chih-Chang Yu, Chih-Lung Lin, Huang-Chia Shih, Chih-Wei Kuo, "Ego-Lane Position Identification with Event Warning Applications," IEEE Access , vol. 7, pp. 14378 - 14386, Jan. 2019. (SCI, EI) (Impact factor: 4.098)
  • [30] Hsu-Yung Cheng*,"Highway Traffic Flow Estimation for Surveillance Scenes Damaged by Rain," IEEE Intelligent Systems , vol. 33, no. 1, pp. 64-77 Jan./Feb. 2018 . (SCI, EI) (Impact factor: 2.596)
  • [29] Chih-Lung Lin, Hui-Fen Chiang, Hsu-Yung Cheng, Chih-Wei Kuo, and Jun-Wei Hsieh," An approach to aligning regions of interest on infrared palm-dorsum images captured in contactless scenarios, " Journal of Marine Science and Technology , vol. 26, no. 1, pp. 73-83, Jan. 2018.
  • [28] Hsu-Yung Cheng*, Chih-Lung Lin,"Cloud detection in all-sky images via multi-scale neighborhood features and multiple supervised learning techniques," Atmospheric Measurement Techniques , vol. 10, pp. 199-208 Jan. 2017. (SCI, EI) (Impact factor: 2.989)
  • [27] Hsu-Yung Cheng*, "Cloud tracking using clusters of feature points for accurate solar irradiance now-casting," Renewable Energy , vol. 104, pp. 281–289, Apr. 2017. (SCI, EI) (Impact factor : 3.404)
  • [26] Hsu-Yung Cheng*, "Hybrid Solar Irradiance Now-casting by Fusing Kalman Filter and Regressor," Renewable Energy , vol. 91, pp. 434–441, Jun. 2016. (SCI, EI) (Impact factor : 3.476)
  • [25] Chih-Lung Lin* , Shih-Hung Wang, Hsu-Yung Cheng, Kuo-Chin Fan, Wei-Lieh Hsu and Chin-Rong Lai ,"Bimodal Biometric Verification Using the Fusion of Palmprint and Infrared Palm-Dorsum Vein Images," Sensors , vol. 15, no, 12, pp. 31339-31361, Dec. 2015. (SCI, EI) (Impact factor : 2.245)
  • [24] Hsu-Yung Cheng*, Chih-Chang Yu, "Multi-Model Solar Irradiance Prediction Based on Automatic Cloud Classification," Energy, vol. 91, pp. 579-587, Nov. 2015. (SCI, EI) (Impact factor : 4.84)
  • [23] Hsu-Yung Cheng*, Chih-Chang Yu, "Block Based Cloud Classification with Statistical Features and Distribution of Local Texture Features," Atmospheric Measurement Techniques, vol. 8, pp. 1173–1182, Mar. 2015. (SCI, EI) (Impact factor : 3.206)
  • [22] Chih-Chang Yu, Hsu-Yung Cheng*, Yi-Fan Jian, "Rain-drop Tampered Scene Detection and Traffic Flow Estimation for Nighttime Traffic Surveillance," IEEE Trans. on Intelligent Transportation Systems, vol. 16, no. 3, pp.1518 - 1527, Jun. 2015. (SCI, EI) (Impact factor : 2.472) (2015 Intelligent Transportation Society of Taiwan ITS Paper Award Winner)
  • [21] Hsu-Yung Cheng*, Chih-Chang Yu, Sian-Jing Lin, "Bi-model short-term solar irradiance prediction using support vector regressors," Energy, vol. 70, pp. 121–127, June 2014. (SCI, EI) (Impact factor : 4.159)
  • [20] Chia-Lin Fu, Hsu-Yung Cheng*, "Predicting solar irradiance with all-sky image features via regression," Solar Energy, vol. 97, pp. 537-550, Nov. 2013. (SCI, EI) (Impact factor : 3.541)
  • [19] Chih-Lung Lin*, Hsu-Yung Cheng, Kuo-Chin Fan, Chun-Wei Lu, Chang-Jung Juan, Chih-Wei Kuo, "Bi-feature Verification for Palmprint Images Captured in Pegless Scenarios," International Journal of Pattern Recognition and Artificial Intelligence, vol. 27, no.5, pp. 1356007-1 - 1356007-15, Aug. 2013 (SCI, EI) (Impact factor : 0.562)
  • [18] Chih-Chang Yu, Hsu-Yung Cheng*, Chien-Cheng Lee, "Mixture Models with Skin and Shadow Probabilities for Fingertip Input Applications, " Journal of Visual Communication and Image Representation, vol. 24, no. 7, pp. 819–828, Oct. 2013 (SCI, EI) (Impact factor : 1.195)
  • [17] Hsu-Yung Cheng*, You-Jhen Zeng, Chien-Cheng Lee, Shih-Han Hsu, "Segmentation of Pedestrians with Confidence Level Computation," Journal of Signal Processing Systems , vol. 72, pp. 87-97, Oct. 2012. (SCI, EI) (Impact factor : 0.672)
  • [16] Hsu-Yung Cheng*, Chih-Lung Lin, Chih-Chang Yu, and Victor Gau, "Video-based signature verification and pen-grasping posture analysis for user-dependent identification authentication," IET Computer Vision, vol. 6, no. 5, pp. 388 - 396, Sep. 2012. (SCI, EI) (Impact factor: 1.087)
  • [15] Chih-Chang Yu, Hsu-Yung Cheng*, Chih-Lung Lin, Chien-Cheng Lee, Wei-Tyng Hong, Thomas C. Chuang, “Video-based Chinese Input System via Fingertip Tracking,” International Journal of Advanced Robotic Systems , vol. 9, no. 155, pp. 1-10, Sep. 2012. (SCI, EI) (Impact factor: 0.952)
  • [14] Hsu-Yung Cheng*, Victor Gau, Chih Wei Huang, Jenq Neng Hwang,“Advanced formation and delivery of traffic information in intelligent transportation systems,” Expert Systems with Applications , vol. 39, no. 9, Jul. 2012. (SCI, EI) (Impact factor: 8.5)
  • [13] Hsu-Yung Cheng*, Chih-Chia Weng, Yi-Ying Chen "Vehicle detection in aerial surveillance using dynamic Bayesian networks," IEEE Trans. on Image Processing, vol.21, no.4, pp. 2152-2159, Apr. 2012. (SCI, EI) (Impact factor : 3.199)
  • [12] Hsu-Yung Cheng* and Shih-Han Hsu, "Intelligent highway traffic surveillance with self-diagnosis abilities," IEEE Trans. on Intelligent Transportation Systems, vol. 12, no. 4, pp. 1462-1472, Dec. 2011. (SCI, EI) (Impact factor : 3.046)
  • [11] Hsu-Yung Cheng* and Jenq-Neng Hwang, "Integrated video object tracking with applications in trajectory-based event detection," Journal of Visual Communication and Image Representation, vol. 22, no. 7, pp. 673-685, Oct. 2011. (SCI, EI) (Impact factor : 1.195)
  • [10] Chih-Lung Lin*, Chih-Wei Kuo, Chih-Chin Lai, Ming-Dar Tsai, Yuan-Chang Chang, and Hsu-Yung Cheng, "A novel Approach to Fast Noise Reduction of Infrared Image," Infrared Physics and Technology, vol. 54, no. 1, pp. 1-9, Jan 2011. (SCI, EI) (Impact factor : 1.36)   (One of the top 25 most downloaded articles from Infrared Physics & Technology 2011: top downloaded article list)
  • [9] H.T. Lue*, M.G. Wen, Hsu-Yung Cheng, Kuo-Chin Fan, C.W. Lin, and C.C. Yu, "A novel character segmentation method for text images captured by cameras," Electronics and Telecommunications Research Institute Journal, vol. 32, no.5, pp. 729-739, Oct. 2010. (SCI, EI) (Impact factor : 0.897)
  • [8] Chih-Chang Yu*, Hsu-Yung Cheng, Chien-Hong Cheng and Kuo-Chin Fan, "Efficient human action and gait analysis using multiresolution motion energy histogram," EURASIP Journal on Advances in Signal Processing, vol. 2010, Article ID 975291, Apr. 2010. (SCI, EI) (Impact factor : 0.811)
  • [7] Hsu-Yung Cheng*, Chih-Chang Yu, Chien-Cheng Tseng, Kuo-Chin Fan, Jenq-Neng Hwang, and  Bor-Shenn Jeng "Environment classification and hierarchical lane detection for structured and unstructured roads," IET Computer Vision, vol. 4, no. 1, pp. 37-49, March 2010. (SCI, EI) (Impact factor: 1.087)
  • [6] Chih-Chang Yu*, Yin-Nong Chen, Hsu-Yung Cheng, Jenq-Neng Hwang and Kuo-Chin Fan, "Connectivity based Human Body Modeling from Monocular Camera", Journal of Information Science and Engineering, vol. 26, no. 2, March 2010. (SCI, EI) (Impact factor : 0.175)
  • [5] Hsu-Yung Cheng* and Jenq-Neng Hwang, "Adaptive particle sampling and adaptive appearance for multiple video object tracking," Signal Processing, vol. 89, no. 9, pp. 1844-1849, Sep. 2009. (SCI, EI) (Impact factor : 1.851)
  • [4] Hsu-Yung Cheng*, Bor-Shenn Jeng, Pei-Ting Tseng and Kuo-Chin Fan, "Lane detection with moving vehicles in the traffic scenes," IEEE Trans. on Intell. Transport. Syst., vol. 7, no. 4, pp. 571-582, Dec. 2006. (SCI, EI) (Impact factor : 3.046)
  • [3] Hsu-Yung Cheng*, Quenzong Wu, Kuo-Chin Fan and Bor-Shenn Jeng, "Binarization method based on pixel-level dynamic thresholds for change detection in image sequences," Journal of Information Science and Engineering, vol. 22, pp. 545-557, 2006. (SCI, EI) (Impact factor : 0.175)
  • [2]  Quenzong Wu*, Hsu-Yung Cheng and Bor-Shenn Jeng, "Motion detection via change-point detection for cumulative histograms of ratio images," Pattern Recognition Letters, vol. 26, pp. 555-563, 2005. (SCI, EI) (Impact factor : 1.266)
  • [1]  Yi-Bing Lin*, Hsu-Yung Cheng, Ya-Hsing Cheng and Prathima Agrawal, "Implementing automatic location update for follow-me database using VoIP and bluetooth technologies," IEEE Trans. on Computers, Vol. 51, No. 10, pp. 1154-1168, Oct 2002. (SCI, EI) (Impact factor : 1.608)


International Conferences

  • Hsu-Yung Cheng, Chih-Chang Yu*, "Enhancing Face Angle Transformation through Progressive Face Pose Transfer Using Multiple Discriminators,"   International Conference on Imaging, Signal Processing and Communications, Fukuoka, Japan, Jul. 2024.
  • Chih-Chang Yu*, Hsu-Yung Cheng, "In-Air Handwriting for Chinese Character Recognition from Monocular Camera: A Deep Learning Based Approach with Fingertip Detection and Virtual Strokes Elimination ,"   Asia-Pacific Signal and Information Processing Association, Taipei, Taiwan, Oct. 2023.
  • Chih-Chang Yu*, Hsu-Yung Cheng, "Incremented Scene Classification on Satellite Imagery Using Feature Map Distillatoin and Classifier Discrepancy',"   In the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, USA, Jul. 2023.
  • Chih-Chang Yu*, Pu-Hsin Wang, Hsu-Yung Cheng, "Anomaly Detection in Aerial Images via Semi-supervised Adversarial Network,"   In the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), , Kuala Lumpur, Malaysia, Jul. 2022.
  • Chih-Chang Yu*, Chih-Ching Chang, Hsu-Yung Cheng, "Decide the Next Pitch: A Pitch Prediction Model Using Attention-Based LSTM,"   2022 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) on Artificial Intelligence in Sports , Taoyuan, Taiwan, Jul. 2022.
  • Chih-Chang Yu*, Hsiao-Wei Chen, Tzu-Ying Chen, Po-Hao Chen, Hsu-Yung Cheng, "An Application of Text Detection and Recognition for Electronic Design Automation,"   IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW 2020) , Taoyuan, Taiwan, Sep. 2020.
  • Hsu-Yung Cheng*, Chih-Chang Yu, "Learning to Create Cartoon Images from a Very Small Dataset,"   The 26th IEEE International Conference on Image Processing (ICIP 2019) , Taipei, Taiwan, Sep. 2019.
  • Huang-Chia Shih, Hsu-Yung Cheng, Jr-Chian Fu, "An Improved Local Ternary Pattern for Texture Classification,"   The 26th IEEE International Conference on Image Processing (ICIP 2019) , Taipei, Taiwan, Sep. 2019.
  • Hsu-Yung Cheng*, Chih-Chang Yu, "Accurate Traffic Flow Estimation for Highway Surveillance Systems with Scenes Tampered by Raindrops ,"   2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) , Taipei, Taiwan, Sep. 2019.
  • Hsu-Yung Cheng*, Chih-Chang Yu, "Automatic Detection of Incorrect Location Images Uploaded by Users,"   IEEE 21st International Workshop on Multimedia Signal Processing (MMSP 2019) , Kuala Lumpur, Malaysia, Sep. 2019.
  • Yi-Xuan Zeng, Yu-Hang Kuo, Hsu-Yung Cheng*, "Auto accessory segmentation and interactive try-on system,"   The 24th International Conference on Multimedia Modeling (MMM 2018) , Bangkok, Tailand, Jan. 2018.
  • Hsu-Yung Cheng*, "Multiple Fingertip Detection under Single Camera with Human Computer Interface Applications,"   IEEE Global Conference on Consumer Electronics (GCCE 2016) , Kyoto, Japan, Oct. 2016.
  • Hsu-Yung Cheng*, Chih Chang Yu, "Solar Irradiance Now-casting with Ramp-down Prediction via Ehanced Cloud Detection and Tracking,"   IEEE International Conference on Multimedia and Expo (ICME 2016) , Seattle, Jul. 2016.
  • Chih Chang Yu, Rui-Jun Zhang, and Hsu-Yung Cheng*, "Book Spine Segmentation for Various Book Orientations,"   IEEE Global Conference on Consumer Electronics (GCCE 2015) , Osaka, Japan, Oct. 2015.
  • Hsu-Yung Cheng*, Luo-Wei Tsai, "Balancing Robustness and Information Abundance via Self-diagnosing In Traffic Surveillance Video Analysis,"   IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS 2015) , Karlsruhe, Germany, Aug. 2015.
  • Shih-Han Hsu, Hsu-Yung Cheng*, Chih-Chang Yu, "Classification of Holding Hand for Dynamic Interface Adjustment on Mobile Devices,"   IEEE Global Conference on Consumer Electronics (GCCE 2014) , Tokyo, Japan, Oct. 2014. (Award )
  • Hsu-Yung Cheng*, Chih-Chang Yu, "Nighttime Traffic Flow Analysis for Rain-drop Tampered Cameras,"   22nd International Conference on Pattern Recognition (ICPR 2014) , Stockholm, Sweden, Aug. 2014.
  • Hsu-Yung Cheng*, Chih-Chang Yu, "All-sky Image Processing for Solar Energy Applications,"   ACM International Conference on Internet Multimedia Computing and Service (ACM ICIMCS 2014) , Xiamen, China, Jul. 2014.
  • Hsu-Yung Cheng*, You-Jhen Zeng, Chia-Fang Chai, "Pedestrian Detection using Hybrid Features,"   IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW 2014) , Taipei, Taiwan, May 2014.
  • Hsu-Yung Cheng*, Chih-Chang Yu, "Moving skin and shadow region analysis via adaptive models , "  ACM International Conference on Internet Multimedia Computing and Service (ACM ICIMCS 2013) , HuangShan, China, Aug. 2013.
  • Chih-Chang Yu, , Yen-Wen Chung, Hsu-Yung Cheng* , "Detecting and retrieving texts from electronic marquees in natural scenes,"   The 17th IEEE International Symposium on Consumer Electronics (IEEE ISCE 2013), Hsinchu, Taiwan, June 2013.
  • Hsu-Yung Chengg*, Chih-Chang Yu, "Signature Verification with Writing Posture Analysis,"  International Conference on Digital Image Processing (ICDIP 2013), Beijing, China, May 2013.
  • Hsu-Yung Cheng*, Ding-Wen Wu, "Region Segmentation and Labeling in Aerial Surveillance Applications,"  International Conference on Intelligent Transport Systems Telecommunications (ITST 2012) , Taipei, Taiwan, Nov 2012.
  • Chih-Chang Yu, Hsu-Yung Cheng*, Bor-Shenn Jeng, Chien-Cheng Lee and Wei-Tyng Hong, "Human-centered fingertip Mandarin input system using single camera,"  The 17th International Conference on MultiMedia Modeling (MMM 2011), Taipei, Taiwan, Jan. 2011.
  • Hsu-Yung Cheng*, Shih-Han Hsu, Chih-Chang Yu, You-Jhen Zeng, "Pedestrian detection using combined features of HOG and curvelets,"  2010 International Security Technology and Management Conference, Taipei, Taiwan, Sep. 2010.
  • Hsu-Yung Cheng*, Po-Yi Liu and Yen-Ju Lai, "Vehicle tracking in daytime and nighttime traffic surveillance videos," International Conference on Information and Electroincs Engineering, Shanghai, China, Jun. 2010.
  • Chih-Chang Yu*, Hsu-Yung Cheng, Chien-Hung Cheng and Kuo-Chin Fan, "An efficient way to classify human gaits," International Conference on Computer Research and Development, Kuala Lumpur, Malaysia, May 2010.
  • L. Zhu*, J.N. Hwang, H.Y. Cheng, "Tracking of multiple objects across multiple cameras with overlapping and non-overlapping views,"  IEEE International Symposium on Circuits and Systems, Taipei, Taiwan, May 2009.
  • C.M. Wang, C.C. Yu, H.Y. Cheng*, K.C. Fan and F.Y. Hsieh, "Distinguishing face falsification from true faces based on enhanced optical flow information," IEEE International Symposium on Circuits and Systems, Taipei, Taiwan, May 2009.
  • H.Y. Cheng* and J.N. Hwang, "Resolving occlusion and segmentation errors in multiple video object tracking,"  SPIE Computational Imaging Conference, San Jose, Jan. 2009.
  • C.C. Yu*, H.Y. Cheng, J.N. Hwang and K.C. Fan, "Human body modeling with partial self occlusion from monocular camera,"  2008 IEEE International Workshop on Machine Learning for Signal Processing, Oct. 2008.
  • H.Y. Cheng*, C.C. Yu, C.C. Tseng, K.C. Fan, J.N. Hwang, and B.S. Jeng, "Hierarchical lane detection for different types of roads,"  2008 IEEE International Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Apr. 2008.
  • H.Y. Cheng*, J.N. Hwang, "Multiple-target tracking for crossroad traffic utilizing modified probabilistic data association,"  2007 IEEE International Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Apr. 2007.
  • J.N. Hwang*, I. Karliga, H.Y. Cheng, "An Automatic 3-D human behavior analysis system for video surveillance applications,"  2006 IEEE Int. Symp. on Circuits and Syst., Kos Island, Greece, May 2006.
  • Q.Z. Wu*, H.Y. Cheng, K.C. Fan, "Motion detection based on two-piece linear approximation for cumulative histograms of ratio images in intelligent transportation systems,"  2004 IEEE Int. Conf. on Networking, Sensing and Control, pp. 309-314, Mar. 2004.
  • Q.Z. Wu*, H.Y. Cheng, Y.W. Lin, and S.Y. Lee, "Trust-worthy video enforcement for electronic toll collection,"   2000 IEEE International Conference on Consumer Electronics, pp. 112-113, Jun. 2000.

Editing

  • Jehn-Ruey Jiang, Wei-Jen Wang, and Hsu-Yung Cheng (Editors): "Proceedings of the 11th Cross-Strait Information Technology Conference", Taoyuan, Taiwan, Dec 6, 2009, ISBN 978-986-02-1296-9.
  • Jenq-Neng Hwang, Changick Kim, and Hsu-Yung Cheng (Editors), “Video Analysis for Human Behavior Understanding,” EURASIP Journal on Advances in Signal Processing, vol. 2010, 2010. doi:10.1155/2010/402912


Participated Projects
  • 40 "讓照片中的人物起舞-基於單張影像生成肢體動作與影像背景修補技術之舞蹈影片生成系統 (3/3)"      
    2023/08/01 ~ 2026/07/31       
    科技部 Ministry of Science and Technology
    112-2221-E-008 -069 -MY3
    主持人
  • 39 "讓照片中的人物起舞-基於單張影像生成肢體動作與影像背景修補技術之舞蹈影片生成系統 (2/3)"      
    2023/08/01 ~ 2026/07/31       
    科技部 Ministry of Science and Technology
    112-2221-E-008 -069 -MY3
    主持人
  • 38 "讓照片中的人物起舞-基於單張影像生成肢體動作與影像背景修補技術之舞蹈影片生成系統 (1/3)"      
    2023/08/01 ~ 2026/07/31       
    科技部 Ministry of Science and Technology
    112-2221-E-008 -069 -MY3
    主持人
  • 37 "基於注意力和想像力機制之符合語意描述動態場景生成系統 (2/2)"      
    2021/08/01 ~ 2023/07/31       
    科技部 Ministry of Science and Technology
    110-2221-E-008 -074 -MY2
    主持人
  • 36 "基於注意力和想像力機制之符合語意描述動態場景生成系統 (1/2)"      
    2021/08/01 ~ 2023/07/31       
    科技部 Ministry of Science and Technology
    110-2221-E-008 -074 -MY2
    主持人
  • 35 "基於不同雲種之多模型短期日射量預測"      
    2021/05/01~2021/11/30       
    財團法人台灣商品檢測驗證中心
    主持人
  • 34 "110年前瞻科技研究中心專案研究計畫"      
    2021/01/01~2021/11/30       
     主持人
  • 33 "基於少量訓練樣本之卡通影像創作系統與應用於生成對抗網路之自動化資料擴增技術"      
    2020/8/1~2021/7/31       
    科技部 Ministry of Science and Technology
    109-2221-E-008 -071 -
    主持人
  • 32 "PV發電量推估系統"      
    2020/04/10~2020/11/16        
    工業技術研究院 Industrial Technology Research Institute
    主持人
  • 31 "PV發電量推估系統所需的日射量與發電量預測推估技術"      
    2019/08/12~2019/11/30        
    工業技術研究院 Industrial Technology Research Institute
    主持人
  • 30 "高度自動化之整合異質性道路智慧型監控與交通管理系統 (2/2)"      
    2018/8/1~2020/7/31       
    科技部 Ministry of Science and Technology
    107-2221-E-008 -083 -MY2
    主持人
  • 29 "高度自動化之整合異質性道路智慧型監控與交通管理系統 (1/2)"      
    2018/8/1~2020/7/31       
    科技部 Ministry of Science and Technology
    107-2221-E-008 -083 -MY2
    主持人
  • 28 "智慧型照護互動系統--基於深度學習之手勢人機介面與定位加值服務(1/4) "      
    2018/1/1~2018/12/31       
    科技部 Ministry of Science and Technology
    107-2634-F-008 -002 -
    共同主持人
  • 27 "日射量推估演算法委託開發"      
    2018/7/10~2018/11/30       
    工業技術研究院 Industrial Technology Research Institute
    主持人
  • 26 "口腔醫學放射影像機構控制研究"      
    2017/2/1~2017/12/31        
    國家中山科學研究院 材料暨光電研究所
    共同主持人
  • 25 "日射量預測推估委託"      
    2017/5/25~2017/11/30       
    工業技術研究院 Industrial Technology Research Institute
    主持人
  • 24 "學界委託合作案 日射量預測雛型軟體開發"      
    2016/7/29~2016/12/13       
    工業技術研究院 Industrial Technology Research Institute
    主持人
  • 23 "優秀年輕學者計畫 智慧型行車紀錄器之自動化事件分析、預測與檢索 (2/2) "      
    2016/8/1~2018/7/31       
    科技部 Ministry of Science and Technology
    105-2628-E-008 -003 -MY2
    主持人
  • 22 "優秀年輕學者計畫 智慧型行車紀錄器之自動化事件分析、預測與檢索 (1/2) "      
    2016/8/1~2018/7/31       
    科技部 Ministry of Science and Technology
    105-2628-E-008 -003 -MY2
    主持人
  • 21 "迎向2020年新世代車聯網的關鍵技術研究--總計畫暨子計畫一：軟體定義車載網路下的路由協定與資源管理"      
    2016/8/1~2019/7/31       
    科技部 Ministry of Science and Technology
    105-2221-E-008 -063 -MY3
    共同主持人
  • 20 "從智能導航走向自我駕駛的新車輛網路--總計畫與子計畫六：前瞻車載網路之網路自適應智能管理 "      
    2015/8/1~2016/7/31       
    科技部 Ministry of Science and Technology
    104-2221-E-008 -025 -
    共同主持人
  • 19 "應用於永續能源領域之智慧型全天空影像監控與太陽輻射量預測 "      
    2015/8/1~2016/7/31       
    科技部 Ministry of Science and Technology
    104-2221-E-008 -083 -
    主持人
  • 18 "任意拍攝角度之書籍切割與辨認技術之研究"      
    2015/08/01~2016/7/31       
    科技部 Ministry of Science and Technology
    104-2221-E-008 -126 -
    主持人
  • 17 "Multi-format High Volume Streaming Data Analysis in distributed Virtual Cluster Computing System"      
    2014/01/01~2014/12/31       
    National Science Concuil, Taiwan (中科院國防科技研究計畫)
    處理多類型高流量串流資料分散式虛擬化叢集運算系統 (1103-2623-E-008 -008 -D)
    共同主持人
  • 16 "Signature Verification and Dynamic Writing Posture Analysis "      
    2013/8/1~2014/7/31       
    National Science Concuil, Taiwan
    簽名認證與握筆姿勢之動態資訊擷取與分析 (102-2221-E-008 -075 -)
    主持人
  • 15 "Intelligent Vehicular Netaork Image Analysis and Feedback System"      
    2012/8/1~2015/7/31       
    National Science Concuil, Taiwan
    國科會 新世代可自我檢測的綠色節能車載運輸系統－子計畫四:智慧型車載網路影像分析回饋系統設計 (3/3) (101-2221-E-008-017-MY3)
    主持人
  • 14 "Intelligent Vehicular Netaork Image Analysis and Feedback System"      
    2012/8/1~2015/7/31       
    National Science Concuil, Taiwan
    國科會 新世代可自我檢測的綠色節能車載運輸系統－子計畫四:智慧型車載網路影像分析回饋系統設計 (2/3) (101-2221-E-008-017-MY3)
    主持人
  • 13 "Intelligent Vehicular Netaork Image Analysis and Feedback System"      
    2012/8/1~2015/7/31       
    National Science Concuil, Taiwan
    國科會 新世代可自我檢測的綠色節能車載運輸系統－子計畫四:智慧型車載網路影像分析回饋系統設計 (1/3) (101-2221-E-008-017-MY3)
    主持人
  • 12 "An empirical study to develop, validate, and implement the iCare cloud computing services for adolescent patients with cancer."      
    2012/08/01~2014/07/31        
    National Science Concuil, Taiwan
    建置、實施、及推廣iCare雲端整合性健康照護平台於青少年癌症個案之實證研究 (101-2511-S-227-003-MY2)
    共同主持人
  • 11 工研院 學界委託合作案 全天空影像處理技術
    Industrial Technology Research Institute
    主持人 2012/08/1 ~ 2012/12/31
  • 10 前瞻通訊實驗室 100年度專案研究計畫之子計畫七:衛星無線多媒體即時整合處理系統
    共同主持人 2012/03/16 ~ 2012/12/15
  • 9 "Vehicle Detection and Tracking in Aerial Images for Intelligent Airborne Surveillance Systems"      
    2011/8/1~2012/7/31       
    National Science Concuil, Taiwan
    國科會 應用於智慧型空中監控系統之航空影像車輛偵測與追蹤 (2/2) (100-2628-E-008-004-)
    主持人
  • 8 "Vision-based Virtual Touching Research in Human-Computer Intelligent Interaction"      
    2010/8/1~2011/7/31       
    National Science Concuil, Taiwan
    國科會 應用於遠距協同作業之多模態人機智慧型互動關鍵技術研究－子計畫二：以視覺為基礎之虛擬觸控人機互動介面技術研發 (I) (99-2219-E-155-003-)
    共同主持人
  • 7 "Vehicle Detection and Tracking in Aerial Images for Intelligent Airborne Surveillance Systems"      
    2010/8/1~2011/7/31       
    National Science Concuil, Taiwan
    國科會 應用於智慧型空中監控系統之航空影像車輛偵測與追蹤 (1/2) (99-2628-E-008-098-)
    主持人
  • 6 "Digital Home (Course: Intelligent Surveillance Systems)"         
    2010/03/01~2011/02/28        
    Ministry of Education, Taiwan 
    教育部顧問室資通訊重點領域課程推廣計畫: 數位家庭計畫
    智慧型監控系統授課教師
  • 5 "Group Activity Analysis and Event Detection in Intelligent Surveillance Systems - The Second Year"      
    2009/8/1~2010/7/31       
    National Science Concuil, Taiwan
    國科會 智慧型監控系統中之人群活動分析與事件偵測 (II)
    主持人
  • 4 "Autonomic Network Used in Real-time Traffic Management System Planning and Evaluation"      
    2009/7/1~2010/6/31       
    Ministry of Economic Affairs, Taiwan
    經濟部 自律網路應用於行車即時導航管理機制的規劃與評估
    分項A.5智慧型即時路況負責人
  • 3 "Innovative Service Model of Coherent Report for Business using XBRL"      
    2009/5~2009/12       
    Ministry of Economic Affairs, Taiwan
    振興經濟擴大公共建設投資計畫-培育優質人力促進就業計畫: XBRL企業連貫式報告之創新服務模式 (S098000251261)
    2009/05/01-2009/12/10
    計畫研發人員
  • 2 "Digital Home (Course: Introduction to Computer Vision)"         
    2009/03/01~2010/02/28        
    Ministry of Education, Taiwan 
    教育部顧問室資通訊重點領域課程推廣計畫: 數位家庭計畫
    電腦視覺授課教師
  • 1 "Group Activity Analysis and Event Detection in Intelligent Surveillance Systems"      
    2008/11/1~2009/10/31       
    National Science Concuil, Taiwan
    國科會 智慧型監控系統中之人群活動分析與事件偵測 (I)
    主持人



Academic Activities
  • Program Committee of 2024 IEEE Sustainable Power and Energy Conference iSPEC2024
  • Program Committee of IEEE International Symposium on Multimedia ISM 2023
  • Aera Chair, APSIPA ASC 2023
  • Technical Program Committee Member of DMIIP 2022, PECon2022
  • Guest Editor of Electronics, Special Issue on Applied Deep Learning and Multimedia Electronics   Html CFP   
  • Publication Co-chair of IEEE International Conference on Artificial Intelligence and Virtual Reality 2021 (IEEE AIVR 2021)   
  • 中華民國影像處理與圖形識別學會IPPR 第十六屆理事
  • Area Chair of IEEE International Conference on Image Processing (ICIP 2019)   
  • Technical Program Committee Member of ACM MM 2018, ICEED2018, APPEEC 2018, IEEE ISM2018, TAAI 2018, TANET 2018   
  • Program Committee Member of NCS2017, ICBSP 2017  
  • Area Chair of 2017 IEEE International Conference on Multimedia and Expo (ICME 2017)  
  • Program Committee Member of the 19th IEEE International Symposium on Multimedia (IEEE ISM2017)  
  • Domestic Track Program Committee of The 22th International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2017)  
  • Area Chair (Image/video signal processing) and Session Chair of 2016 IEEE International Conference on Multimedia and Expo (ICME 2016)  
  • Program Committee Member of 2014 IEEE International Power and Energy Conference (PECON 2014)   
  • 2015 International Conference on Platform Technology and Service (PlatCon 2015)   
  • Program Committee Member of 2014 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2014)   
  • Program Committee Member of International Workshop on Intelligent Sensors and Smart Environments (ISSE 2013)   
  • Technical Program Committee Member of The 8th International Conference on Embedded and Multimedia Computing (EMC 2013)   
  • Session Chair for 12th International Conference on ITS Telecommunications (ITST 2012)   
  • Technical Program Committee Member of 2012 IEEE International Power and Energy Conference (PECON 2012)   
  • Program Committee Member and Session Chair for IPPR Conf. on Computer Vision, Graphics and Image Processing (CVGIP 2012)   
  • Program Committee Member for the Conference on Technologies and Applications of Artificial Intelligence (TAAI 2012)   
  • Technical Program Committee Member of 2012 IEEE Symposium on Industrial Electronics & Applications (ISIEA 2012)  
  • Program Committee Member of 2012 International Workshop on Intelligent Sensors and Smart Environment (ISSE 2012)  
  • Program Committee Member of The 2012 International Workshop on Ubiquitous Information Processing and Management (UIPM 2012) in The 9th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2012)   
  • Domestic Track Technical Program Committee Member for the Conference on Technologies and Applications of Artificial Intelligence (TAAI 2011)   
  • Program Committee Member of 2011 Workshop on Artificial Intelligence, Fuzzy Systems and U-learning (AFU) in National Computer Symposium, NCS 2011   
  • Program Committee Member of 2011 International Workshop on Intelligent Sensors and Smart Environment (ISSE)  ISSE 2011 Conference Organization
  • Program Committee Member of 2010 IPPR Conf. on Computer Vision Graphics and Image Processing (CVGIP 2010)   CVGIP 2010 Conference Organization
  • Program Committee Member of 2010 International Workshop on Intelligent Sensors and Smart Environment (ISSE) in the Fifth International Conference on Broadband, Wireless Computing, Communication and Applications (BWCCA-2010), November 4-6, 2010, Fukuoka Institute of Technology, Fukuoka, Japan   
  • Technical Program Committee Member of IEEE International Conference on Multimedia & Expo (ICME 2010), July 19-23, 2010 Singapore   
  • Guest Editor of EURASIP Journal on Advances in Signal Processing, Special Issue on Video Analysis for Human Behavior Understanding   Html CFP   Pdf CFP
  • Publication Chair in 2009 Cross-Strait Information Technology Conference (CSIT 2009)   CSIT 2009   Pdf CFP
  • Session Chair in 2009 IPPR Conf. on Computer Vision Graphics and Image Processing (CVGIP 2009 Session A6)   CVGIP 2009   Pdf schedule
  • Reviewer of IEEE Trans. on Image Processing, IEEE Trans. on Vehicular Technology, IEEE Trans. on Circuit Systems on Video Technology, IEEE Trans. on Intelligent Transportation Systems, IEEE Transactions on Multimedia,IEEE Transactions on SMC Part B, IET Computer Vision, IET Signal Processing, Pattern Recognition Letters, Journal of Visual Communication and Image Representation,EURASIP Journal on Advances in Signal Processing, ETRI Journal,Machine Vision and Applications,Journal of Information Science and Engineering,Journal of Signal Processing Systems

Honors

Courses

        Intelligent Surveillance Systems

        Introduction to Comoputer Vision and its Applications

         Statistical Learning

         Computer Architecture

         Digital Life

         Computer Networks


Students

  •   105年度指導專題: 莊侑穎 獲得大專生科技部計畫補助。

  •   105年度指導專題: 黃品嫚 獲得大專生科技部計畫補助。

  •   104年度指導專題: 黃品嫚 詹學文 鍾智涵 獲得中央大學資電院專題競賽優等。

  •   指導學生2015全國微電腦應用系統設計創作競賽 (National Microprocessor Application System Design and Innovation Contest) 獲 研究所組 第三名

  •   指導學生林賢勁 碩士論文 "基於回歸模型與利用全天空影像特徵和歷史資訊之短期日射量預測" 獲得 2014資訊學會碩博士最佳論文獎 佳作 (得獎名單)

  •   100年度指導專題: 洪振耀同學 獲得大專生國科會補助。

  •   99年度指導專題: 歐陽寧同學 獲得大專生國科會補助。

  •   98年度指導專題: 賴彥汝同學 獲得大專生國科會補助。

  •   指導大學部學生 劉柏毅 Night-Time Traffic Video Analysis 獲得99年中國工程師學會學生工程論文競賽佳作    prizewinner list

  •   徐士涵 王宇晨 高巧汶 徐勝斌 智慧型商圈購物導覽系統, 2009 元智大學 通訊系 電機系 中央大學 資工系 專利及創新比賽 第三名

  •   99學年度指導專題: 簡翊帆、歐陽寧同學 獲得中央大學資訊工程系專題競賽佳作

  •   98學年度指導專題: 賴彥汝、張世佳同學 獲得中央大學資電院專題競賽佳作

  •   98學年度指導專題: 賴彥汝、劉柏毅、張世佳、林婉儀 Vision Based Traffic Surveillance System 獲得中央大學資訊工程系專題競賽第一名


    • Current Students

  •    Ph.D. Students: 江季倫

  •    Master Students: 鄭佳榮, 許俊偉, 胡以諾, 柳瀚揚, 吳焜閔, 黃永毅, 余中棋

  •    在職專班: 謝佳恩


    • Graduated Students

  •   Ph.D. Students: 翁志嘉

  •   Master Students:
    羅尉賢, 陳怡穎, 曾宥臻,
    沈群景, 吳宗憲, 陳暐翔,
    張世佳, 曾泓博, 吳鼎汶,
    歐陽寧, 楊鈺瀅, 簡翊帆,
    林賢勁, 陳仕軒, 張財誠, Nur Maulidiyah,
    黃信豪, 孔維顥, 周運緯,
    蔡裕明, 陳俊達, 黃南雄,
    傅之謙, 廖育萱, 曾詣玹, 游孟航, 黃宇杰,
    郭宇航, 李奇庭, 羅鈞,
    林翰廷, 劉亞昇, 趙永霖, 柳翔元,
    黃健銘, 賴威廷, 姚雅馨, 陳思穎
    吳泰德, 李政瑩, 黃宇睿, 邱靖恩,
    張至妤, 王心妙, 鄭媛, 叢伯蘭,
    李晨宇, 楊少瑜, 林煥軒, 羅士倫
    陳元娣, 蘇嘉成, 鄭少捷, 江俊辰

  •    在職專班: 張昱珩, 彭信穎


希望找指導教授之學生請注意: Email請註明正取或備取名次，並附上個人基本資料履歷(包含熟悉之語言、曾做過之專題題目等)以及成績單(或簡列主要科目之成績)，謝謝。




Links

Artificial Intelligence and Pattern Recognition Laboratory, NCU

Department of CSIE National Central University

National Central University

Information Processing Laboratory, UW

Department of EE UW

Department of CSIE National Chiao-Tung University

PCS Lab, NCTU