Resume
Resume
I. PROFESSIONAL ACTIVITIES
Member of IEEE and Member of ACM.
Reviewers for IEEE Transaction on Image Processing, IEEE Trans. on Knowledge & Database Engineering, IEEE Trans. on System, Man & Cybernetics, IEEE Signal Processing Letters, IEEE Transaction on Circuit and System for Video Technology.
Reviewers for IEEE ICCV'01, IEEE Int. Conf. on Multi-modal Interface 2002, IEEE Int. Conf. on Multimedia and Expo 2007-08-09, European Signal Processing Conference 2008, 3DTV-CON 2009-10 IEEE Int. Conf. on Image Processing 2008-09-10-11, Globecom'10 , ICPR'12, and ACM MM'13.
Secretary of Human centered communication in IEEE Communication Society, June 2008 - June 2011.
Member of Industrial Publication Committee, Asia-Pacific Signal and Information Processing Association (APSIPA), Feb. 2018 - Feb. 2019.
Tech. Talk "Deep learning for Autonomous Driving (Overview)" at Shanghai Institute for Advanced Communication & Data Science, invited by Prof. Shugong Xu (IEEE Fellow), Shanghai University, Mar. 16 2018.
Organizer of Innovation Forum "Towards Autonomous Driving", IEEE Int. Conference on Multimedia Information Processing and Retrieval (MIPR'19), March 28-30, 2019.
Tech. Talk on "Technologies and Challenges of Autonomous Driving", meanwhile nominated as adjunct professor of Shanghai University, at Shanghai Institute for Advanced Communication & Data Science, April 15 2019.
Nominated by Asia Pacific Signal and Information Processing Association (APSIPA) as Year 2020 Distinguished Industrial Leader (one of 4 award winners).
More than 30 Int. conferences and journals published academic papers, 17 patents issued, more than 20 patents pending.
II. COMPUTER SKILLS
Languages: Visual C/C++, Matlab, Python, Java, Hadoop, CUDA.
Multimedia API Tools: FFmpeg, OpenCV, OpenGL, ROS, PCL, Caffe.
Operating System: WindowsNT/Windows, Unix, Linux, DOS.
III. WORK EXPERIENCE
Company NameAsia-Pacific Signal and Information Processing Association (APSIPA)
Company NameAsia-Pacific Signal and Information Processing Association (APSIPA)
Company NameAsia-Pacific Signal and Information Processing Association (APSIPACompany NameAsia-Pacific Signal and Information Processing Association (APSIPA)Industrial Publication Committee, Asia-Pacific Signal and Information Processing Association (APSIPA)
Company NameAsia-Pacific Signal and Information Processing Association (APSIPA)
Company NameAsia-Pacific Signal and Information Processing Association (APSIPA)Company NameAsia-Pacific Signal and Information Processing Association (APSIPA)
Company NameAsia-Pacific Signal and Information Processing Association (APSIPA)Industrial Publication Committee, Asia-Pacific Signal and Information Processing Association (APSIPA)Tech. Talk on "Technologies and Challenges ofAutonomous Driving", meanwhile nominated as adjunct professor of Shanghai University, at Shanghai Institute for Advanced Communication & Data Science,
Chief Scientist and Global AI Technology Officer: 4/21-3/22, Stealth Startup.
VP of Technology, Autonomous Driving Research: 3/20-4/21, Black Sesame Technologies Inc., Santa Clara, California.
Adjunct professor: Mar. 2019-Mar. 2022, Shanghai University, Shanghai, China.
Senior Staff Architect: 6/14 - 6/16 Intel Corporation, Santa Clara, California.
Senior Staff SW Development Engineer : 03/13 - 05/14 Harmonic Inc., San Jose, California.
Senior Staff Algorithm Engineer : 09/12 - 03/13 Real Communication Inc., San Jose, California.
Senior Staff Research Engineer : 06/11 - 09/12 Samsung Electronics US R&D Center, working in the Algorithm Group, Digital Media Solutions Lab of Samsung Information Systems America (SISA), Irvine, California.
Senior Researcher : 04/08 - 06/11 Futurewei Technology Inc. USA, working in the Media Networking Lab of Core Network Product Line, Bridgewater, New Jersey.
Senior Member of Technical Staff : 7/05 - 04/08 Thomson Multimedia Inc. (Technicolor R&I now), Since March 2006, working in the Thomson lab at Princeton, New Jersey, moving from the Indianapolis lab, Indiana.
IV. EDUCATION
Postdoctoral Research Associate. Image Formation and Processing Group, Beckman Institute for Advanced Science & Technology, University of Illinois at Urbana-Champaign, Urbana, IL.
Research Fellowship of Alexander Von Humboldt Foundation. Pattern Recognition, Dept. of Computer Science, University of Erlangen-Nuremberg, Germany.
Ph. D. Institute of Information Science, Northern Jiaotong University, Beijing, China.
M.S.E.E. Dept. of Electrical Engineering, Xidian University, Xi'an city, China.
B.S.E.E. Dept. of Information & Control Engineering, Xi'an Jiaotong University, Xi'an city,China.
V. SELECTED PUBLICATIONS
Conferences
Huang, Y., Hao Q., Yu H., Virtual Ads Insertion in Building Facade for Augmented Reality. IEEE Int. Conference on Image Processing (ICIP'11) , (pdf), Bruselles, Belgium, Sept., 2011.
Huang, Y., Gao J., Yu H., Audio Visual Video Skimming by Dynamic Programming. IEEE Int. Workshop on Vision and Graphics Computing for Multimedia Communications(VGCMMC'11) in conjuction with IEEE Int. Conference on Multimedia and Expo(ICME'11) , (pdf), Barcelona, Spain, July, 2011.
Yuan Z., Lu T., Huang, Y., Wu D., Yu H., Video Retargeting: A Visual-friendly Dynamic Programming Approach. IEEE Int. Conference on Image Processing (ICIP'10) , (pdf), HK, China, Sept., 2010.
Lu T., Yuan Z., Huang, Y., Wu D., Yu H., Video Retargeting With Nonlinear Spatial-temporal Saliency Fusion, IEEE Int. Conference on Image Processing (ICIP'10) , (pdf), HK, China, Sept., 2010.
Y Huang, Player Highlighting and Team Classification in Broadcasting Soccer Videos for the Next Generation TV. Wireless & Optical Communication Conference 2009 (WOCC'09), (slide) (Invited Talk), New Jersey, US, May 1-2, 2009.
Y Huang, C. Zhang, A Layered Method of Visibility Resolving in Depth Image-based Rendering. IAPR Int Conf. Pattern Recognition (ICPR'08), (pdf) (ORAL), Tampa, Florida, US, Dec. 8-11, 2008.
Y Huang, J Llach, C. Zhang, A Method of Small Object Detection and Tracking Based on Particle Filters. IAPR Int Conf. Pattern Recognition (ICPR'08), (pdf), Tampa, Florida, US, Dec. 8-11, 2008.
Y Huang, J Llach, Tracking the Small Object through Clutter with Adaptive Particle Filter. IEEE IET Int Conf. Audio, Speech and Image Processing (ICALIP'08), (pdf) (ORAL), Shanghai city, July, 2008.
Y Huang, J. Tu, T. S. Huang, A Factorization Method in Stereo Motion for Non-rigid Objects, IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP'08), (pdf). March 30-April 4, Las Vegas, 2008.
J. Sole, Y Huang, J Llach, Mosaic-based Figure-Ground Segmentation Along with Static Segmentation by Mean Shift, IASTED International Conference on Signal and Image Processing (SIP 2007), (pdf) (ORAL), Honolulu, USA, Aug. 20-22, 2007.
Y Huang, J Llach, S Bhagavathy, Players and Ball Detection in Soccer Videos Based on Color Segmentation and Shape Analysis, International Workshop on Multimedia Content Analysis and Mining (MCAM'07), in conjunction with ICME'07, (pdf), pp416-425, Weihai city, June, 2007.
Y Huang, J Llach, Variable Number of Informative Particles for Object Tracking. IEEE Int Conf. Multimedia and Expo (ICME'07), (pdf), pp1926-1929, Beijing, July, 2007.
Journals
T Lu, Z Yuan, Y Huang, D Wu, H Yu, Addressing Visual Consistency in Video Retargeting: a Refined Homogeneous Approach, accepted by IEEE Transaction on CASVT, 2011.
Patents
Y Huang, Deep Learning-based End-to-End Visual SLAM, US patent filing, Black Sesame Technology, 2021
Y Huang, Collaborative Sensing in V2X for Autonomous Driving, US patent filing, Black Sesame Technology, 2021
Y Huang, R Di, C Qi, J Shan, Calibration of Camera and Wheel Encoder with assistance of LiDAR, US patent filing, Black Sesame Technology, 2021
R Di, Y Huang, J Shan, Methods of Vehicle Localization Precision Enhancements through Multi-Sensor Fusion, US patent filing, Black Sesame Technology, 2021
Y Huang, T Cheng, J Zhu, W Zhang, High Resolution 3-d Point Clouds Generation Based On CNN And CRF Models, Baidu USA, US patent issued ( US10671082) , June, 2020.
Y Huang, T Cheng, J Zhu, W Zhang, High Resolution 3-d Point Clouds Generation From Downsampled Low Resolution LiDAR 3-d Point Clouds And Camera Images, Baidu USA, US patent issued (US10474160), Nov, 2019.
Y Huang, T Cheng, J Zhu, W Zhang, High Resolution 3-d Point Clouds Generation From Upsampled Low Resolution Lidar 3-d Point Clouds And Camera Images, Baidu USA, US patent issued (US10474161), Nov, 2019.
黄浴，数据同步标定方法、装置、可读存储介质及电子设备，奇点汽车，申请#CN 2019-111379118， 2019.12.31
黄浴，三维目标检测方法、装置及电子设备，奇点汽车，申请# CN 2019-114105181，2019.12.31
黄浴，姿态轨迹预测方法、装置及电子设备，奇点汽车，申请# CN 2019-114105868， 2019.12.31
黄浴，姿态轨迹预测方法及电子设备， 奇点汽车，申请# CN 2019-114192156，2019.12.31
黄浴，深度估计方法、装置、电子设备及计算机可读存储介质， 奇点汽车，申请# CN 2019-114064497，2019.12.31
黄浴，邸瑞辉，地图制作方法、装置、电子设备及计算机可读存储介质， 奇点汽车，申请# CN 2019-114193252，2019.12.31
黄浴，邸瑞辉，位姿估计方法、装置、电子设备及计算机可读存储介质， 奇点汽车，申请# CN 2019-114104954，2019.12.31
邸瑞辉，黄浴，建立视觉地图的方法和装置、电子设备和存储介质，奇点汽车，申请#CN 2019-111379118， 2019.12.31
Y Huang, P Modali, Stereo Image Matching By Shape Preserving Filtering Of A Cost Volume In A Phase Domain, Intel Corporation, US Patent issued ( US 9704254 B2), July, 2017.
Y. Huang, C. Zhang, H. Yu, D. Shan, Video Ads Insertion Point Detection and Ranking by Saliency and Isolation Measure, Futurewei Technologies (USA), US Patent issued (US 9734867 B2). Aug., 2017.
Q Wang, S Wang, Y Huang, H Yu, D Zhang, System and Method for Targeted Advertisements for Video Content Delivery, Futurewei Technologies (USA), US Patent issued (US9473828B2), 2016.
J Gao, Y Huang, H Yu, Video Summarization: A Dynamic Programming-based Global Optimization Approach with Aural and Spatial-temporal Visual Features, Futurewei Technologies (USA), US Patent issued (US9355635), 2016.
Y Huang, H-B Li, J Tian, H Yu, Method and System for Image Processing to Classify an Object in an Image with Multiple Histograms, Futurewei Technologies (USA), US Patent issued (US9269154). 2016.
J. Soel, Y. Huang, J. Llach, Mosaic-based Figure-Ground Segmentation, Thomson Corporate Research, Patent issued (US9214030B2), 2015.
T Lu, Z Yuan, Y Huang, D Wu, H Yu, Video skimming by the perspective of hierarchical audio-visual reconstruction with saliency-masked bags of words features, Futurewei Technologies (USA), US Patent issued (US9171578 B2). 2015.
Y Huang, J Llach, Method and Apparatus for Detecting and Separating Objects of Interests in Soccer Video by Color Segmentation and Shape Analysis, Thomson Corporate Research, US Patent issued (US8805004B2), 2014.
T Lu, Z Yuan, Y Huang, D Wu, H Yu, Spatio-temporal saliency map-based video retargeting by dynamic programming, Futurewei Technologies (USA), US Patent issued (US8891009). 2014.
J. Tian, Y. Huang, Communication System with Compressive Sensing in Wavelet Domain, Futurewei Technologies (USA), US Patent Issued (US8855190), 2014.
Y Huang, H-B Li, J Tian, H Yu, Image Processing System and Method for Mean Shift-based Object Tracking, Futurewei Technologies (USA), US Patent issued (US8345102B2), 2013.
Y. Huang, J. Llach, B. Bhagavathy, Players and the Ball Detection in Soccer Videos Based on Color Segmentation and Shape Analysis, Thomson Corporate Research, US Patent Issued (US8176195), 2013.
T. Lu, Z. Chen, D. Wu, H. Yu, Y. Huang, J. Tian, System and Method for Bit-Allocation in ROI-based Video Coding, Futurewei Technologies (USA), US Patent Issued (US8406297), 2013.
J. Tian, Y-K Wang, Y. Huang, H. Yu, Service Continuity for Live Events, Futurewei Technologies (USA), US Patent Issued (US8176195), 2012.
Y. Huang, Q. Hao, H. Yu, Ads insertion in the consecutive frames of a video by scene analysis for augmented reality, Futurewei Technologies (USA), US Patent Pending. 2011.
Y Huang, X Lv, Y Chen, H Yu, A Cloud-based Video Transcoding Platform, Futurewei Technologies (USA), US Patent Pending. 2011.
K Lin, J. Feng, Y Huang, H Yu, A System for Generating, Distributing, and Presenting Scrub Preview for Online Media Services, Futurewei Technologies (USA), US Patent Pending. 2010.
B. Bhagavathy, J. Llach, Y. Huang, System and method for enhancing the visibility of an object in a digital picture, Thomson Corporate Research, US Patent Pending, April, 2009.
Y. Huang, J. Llach, Method and Apparatus for Depth-Image-Based Rendering, Thomson Corporate Research, US Patent Pending, Jan. 2009.
Y. Huang, J. Llach, Integration of Tracking and Detection in a Particle Filter with Segmentation-based Detector,Thomson Corporate Research, US Patent Pending, Nov. 2008.
Y. Huang, J. Llach,Small Object Tracking in Cluttered Background with a Particle Filter,Thomson Corporate Research, US Patent Pending, Nov. 2007.
Y. Huang, J. Llach, KLD Sampling-based Particle Filter with Local Mode Seeking by Mean Shift,Thomson Corporate Research, US Patent Pending, Dec. 2006.
Technical Reports
Y Huang, Y Chen, Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies, arXiv 2006.06091, June 2020.
Y Huang et. al, PLAYERS LOCALIZATION, HIGHLIGHTING AND TEAM CLASSIFICATION IN SOCCER GAME VIDEO, (pdf). Technical Report, Huawei Technologies (Bridgewater, NJ), December, 2008.
Y Huang, Video editing: retargeting, replaying, repainting, and reusing (R^4), (pdf). Technical Report, Huawei Technologies (Bridgewater, NJ), April, 2009.
VI. AWARDS & HONORS