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US 20070036227 A1: Video encoding system and method for providing content adaptive rate control
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WO 2009155254 A2: Method and apparatus for user recognition employing motion passwords
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US 20120278441 A1:System and Method for Quality of Experience Estimation
US 20130089107 A1: Method and Apparatus for Multimedia Queue Management
US 20120183173 A1: System and Method for Content Protection in a Content Delivery Network
WO 2012167618 A1: System and method for compact descriptor for visual search
US 20130016912 A1: Image Topological Coding for Visual Search
US 20130142439 A1: Scalable Query for Visual Search
US 20130121598 A1: System and Method for Randomized Point Set Geometry Verification for Image Identification
US20140101195 A1 Incremental visual query processing with holistic feature feedback
US 20140195560 A1: Two way local feature matching to improve visual search accuracy
US 20140185941 A1 Robust keypoint feature selection for visual search with self matching score
US 20140198998 A1 Novel criteria for gaussian mixture model cluster selection in scalable compressed fisher vector (scfv) global descriptor
US 20140201200 A1 Visual search accuracy with hamming distance order statistics learning
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others pending.
Books Edited:
Intelligent
Multimedia Communication: Techniques & Applications,
Ed. C.-W. Chen, Z.
Li,
and S. Lian, Springer-Verlag, 2011.
Multimedia
Analysis, Processing and Communication,
Ed. W. Lin, J. Kacprzyk, D. Tao, E. Izquierdo, Z.
Li,
and H. Wang, Springer-Verlag, 2011.
Book
Chapter and Thesis:
Z.
Li,
"Rate-Distortion Optimal Video Summarization and Video
Retrieval Based on Principal Component Space Geometry ", PhD
thesis, Department of Electrical and Computer Engineering,
Northwestern University, 2004.
Z.
Li,
A. K. Katsaggelos, and G. M. Schuster, "Rate-Distortion Optimal
Video Summarization", book chapter in Intelligent
Multimedia Processing with Soft Computing,
pp. 171-204, editors: Y.P. Tan, K. H. Yap, and L. Wang,,
Springer-Verlag, Heidelberg, 2004.
Z.
Li,
Y. Fu, J. Yuan, Y. Wu, A. K. Katsaggelos and T. S. Huang,
"Multimedia Data Indexing", book chapter in Semantic
Mining Technologies for Multimedia Databases,
Ed. D. Tao, D. Xu, and X. Li, IGI Publishing, 2009.
Y.
Li, Z.
Li,
J. Huang, and M. Chiang, "Content-Aware Cross-Layer
Optimizations in Video Networking", chapter in Intelligent
Multimedia Communication: Techniques and Applications,
Springer-Verlag, Ed. C.-W Chen, Z. Li, and S. Lian, 2010.
H.
Zheng, Z.
Li,
Y. Fu, and A. Katsaggelos, "Video Activity Recognition by
LuminanceDifferential Trajectory and Aligned Projection Distance",
to appear, Handbook
of Statistics,
Ed. V. Govindaraju et. al. Elsevier, 2013.
Journal
Papers:
Z.
Li,
A. K. Katsaggelos, G. Schuster and B. Gandhi, "Rate-Distortion
Optimal Video Summary Generation", IEEE
Trans. on Image Processing,
pp. 1550-1560, vol. 14, no. 10, October, 2005.
Z.
Li,
G. Schuster, A. K. Katsaggelos, "MINMAX Optimal Video
Summarization and Coding", special issue on Analysis &
Understanding for Media Adaptation, IEEE
Trans. on Circuits and System for Video Technology,
pp. 1245-1256, vol. 15, no. 10, October, 2005.
Z.
Li,
A. K. Katsaggelos, and B. Bandhi, "Fast Video Shot Segmentation
and Retrieval Based on Trace Geometry in Principal Component Space",
IEE
Proceedings on Vision, Image and Signal Processing,
pp. 367-373, vol. 152(3), May, 2005.
J.
Huang, Z.
Li,
M. Chiang, and A. K. Katsaggelos, "Pricing-based Rate Control
and Joint Packet Scheduling for Multi-user Wireless Uplink Video
Streaming", Journal
of Zhejiang University SCIENCE A,
special issue for 15th Packet Video Workshop (PV), 2006.
Z.
Li,
J. Huang, M. Chiang, and A. K. Katsaggelos, "Intelligent
Wireless Video Communication: Source Adaptation and Multi-User
Collaboration", invited paper, special issue on Multimedia
Communication, Ed. Changwen Chen, China
Journal of Communication,
December, 2006.
Y.
Fu, Z.
Li,
T. S. Huang, and A. K. Katsaggelos, "Locally adaptive subspace
and similarity metric learning for visual data clustering and
retrieval", Journal
of Computer Vision and Image Understanding
(CVIU), vol. 110(3), pp. 390-402, June, 2008.
J.
Huang, Z.
Li,
M. Chiang, and A. K. Katsaggelos, "Joint Source Adaptation and
Resource Allocation for Multi-User Wireless Video Streaming",
IEEE
Trans. on Circuits & System for Video Tech,
vol. 18 (5), pp. 582-595, May, 2008.
Z.
Li,
F. Zhai, and A. K. Katsaggelos, "Joint Video Summarization and
Transmission Adaptation for Energy Efficient Wireless Streaming",
EURASIP
Journal on Advances in Signal Processing,
special issue on Wireless Video, vol. 2008, May, 2008.
Y.
Yang, Z.
Li,
W. Shi, Y. Chen, and H. Xu, "Cross-Layer Optimization for State
Update in Mobile Gaming", IEEE
Trans. on Multimedia,
vol. 10(5), pp. 701-710, August, 2008.
Y.
Fu, Z.
Li,
J. Yuan, T. S. Huang, and Y. Wu, "Query Driven Model
Localization in Pose Estimation and Face Recognition", IEEE
Trans. on Circuits & System for Video Tech,
vol. 18(12), pp. 1741-1752, December, 2008.
L.
Gao, Z.
Li,
and A. K. Katsaggelos, "Luminance Filed Trajectory Based Video
Indexing and Searching", IEEE
Trans. on Circuits & System for Video Tech.
vol. 19(10), Oct. 2009
Ying
Li, Z.
Li,
Mung Chiang and A. Robert Calderbank, "Content-Aware Distortion
Fair Video Streaming in Congested Networks", IEEE
Trans. on Multimedia,
vol. 11(6), pp. 1182-1193, Oct. 2009.
X.
Wang, D. Tao, and Z.
Li,
"Entropy Controlled Laplacian Regularization for Least Square
Regression", Signal
Processing,
vol. 90(6): 2043-2049 (2010), Jan. 2010.
W.
Shi, Y. Lu, Z.
Li,
J. Engelsma: "SHARC: A scalable 3D graphics virtual appliance
delivery framework in cloud", Journal
of Network and Computer Applications,
vol. 34(4): 1078-1087 (2011)
X.
Wang, Z.
Li,
and D. Tao, "Subspaces Indexing on Grassmann Manifold for
Image Search", IEEE
Trans. on Image Processing,
vol. 20(9), pp. 2627-2635, September, 2011.
B.
Liu, Z.
Li,
L. Yang, and M. Wang, "Real-Time Video Copy-Location Detection
in Large-Scale Repositories", IEEE
Multimedia, vol.
18(3), July-September, 2011.
J.
Yuan, G. Zhao, Yun Fu,
Z. Li,
A. K. Katsaggelos, Ying Wu, "Discovering Thematic Objects in
Image Collections and Videos", accepted, IEEE
Trans. on Image Processing.
W.
Ji, Z.
Li,
and Y. Chen, "Joint Source-Channel Coding and Optimization for
Layered Video Broadcasting to Heterogeneous Devices", IEEE
Trans on Multimedia, vol.14(2):
443-455 (2012).
X.
Xin, Z.
Li,
and A. K. Katsaggelos, "Laplacian embedding and key points
topology verification for large scale mobile visual identification",
Signal
Processing: Image Communication, special
issue on mobile visual search,
vol. 28(4): 323-333 (2013).
X.
Xin, A. Nagar, G. Srivastava, Z.
Li,
F. Fernandes, A. Katsaggelos, "Large Scale Repository Search
with Hash Collision Design Optimization", IEEE
Multimedia,
April 2013.
Referred
Conference Papers:
Z.
Li
and A. K. Katsaggelos, "A Color Vector Quantization Based Video
Coder", Proceedings
of IEEE Intl' Conf. on Image Processing
(ICIP), Rochester, N.Y., Sept 2002.
Z.
Li,
A. K. Katsaggelos and B. Gandhi, "Optimal Video Summary
Generation and Coding", oral paper, Proceedings of IEEE
Int'l Conf on Multimedia and Expo
(ICME), Baltimore, MD, July 2003.
Z.
Li,
A. K. Katsaggelos, G. Schuster and B. Gandhi, "Rate-Distortion
Optimal Video Summarization: A Dynamic Programming Solution",
Proceedings of IEEE
Int'l Conference on Audio, Speech and Signal Processing
(ICASSP), Montreal, Canada, 2004.
Z.
Li,
G. Schuster, A. K. Katsaggelos and B. Gandhi, "MINMAX Optimal
Video Summarization",
Proceedings of Workshop on Image Analysis for Multimedia Interactive
Services
(WIAMIS), Lisboa, Portugal, 2004.
Z.
Li,
A. K. Katsaggelos, and B. Gandhi, "Fast Video Retrieval with
Sequence Trace in Principal Component Space", oral paper,
Proceedings
of Workshop on Image Analysis for Multimedia Interactive Services
(WIAMIS), Lisboa, Portugal, 2004.
Z.
Li,
G. Schuster, A. K. Katsaggelos, and B. Gandhi, "Optimal Video
Summarization with Bit Budget Constraint", oral paper,
Proceedings
of IEEE Intl' Conf. on Image Processing
(ICIP), Singapore, 2004.
Z.
Li,
A. K. Katsaggelos, and B. Gandhi " Fast video shot retrieval by
trace geometry matching in principal component space",
Proceedings
of IEEE Intl' Conf. on Image Processing
(ICIP), Singapore, 2004.
R.
Ansorge, E. Kirchmeier, Z.
Li,
G. M. Schuster, and A. K. Katsaggelos, "Optimal Intra-Coded
VideoSummarization for Two Bandwidth Limited Channels",
Proceedings
of Workshop on Image Analysis for Multimedia Interactive Services
(WIAMIS), Montreux, Switzerland, 2005.
Z.
Li,
F. Zhai, and A. K. Katsaggelos, "Video Summarization for Energy
Efficient Wireless Streaming", invited special session paper,
Proceedings
of SPIE Visual Communication and Image Processing (VCIP),
Beijing, China, 2005.
Z.
Li,
G. M. Schuster, and A. K. Katsaggelos, "Video summarization for
multipath communication", Proceedings
of IEEE Int'l Conference on Image Processing
(ICIP), Geona, Italy, 2005.
Z.
Li,
Q. Cheng, A. K. Katsaggelos, and F. Ishtiaq "Video
Summarization and Transmission Adaptation for Very Low Bit Rate
Multiuser Wireless Uplink Video Communication", invited paper,
Proceedings
of IEEE Int'l Workshop on Multimedia Signal Processing
(MMSP), Shanghai, China, 2005.
P.
V. Pahalawatta, Z.
Li,
F. Zhai, and A. K. Katsaggelos, invited paper, "Rate-Distortion
Optimization for Internet Video Summarization and Transmission",
Proceedings
of IEEE Int'l Workshop on Multimedia Signal Processing
(MMSP), Shanghai, China 2005.
Z.
Li,
J. Huang, and A. K. Katsaggelos, "Pricing based collaborative
multi-user video streaming over power constrained wireless down
link", oral paper, Proceedings
of IEEE Int'l Conference on Acoustics, Speech and Signal Processing
(ICASSP),
Toulouse, France, 2006.
Z.
Li,
L. Gao, and A. K. Katsaggelos, "Locally Embedded Linear Spaces
for Efficient Video Shot Indexing and Retrieval", Best
Poster Paper Award,
Proceedings
of IEEE Int'l Confernece on Multimedia & Expo
(ICME), Toronto, Canada, 2006.
L.
Gao, Z.
Li,
A. K. Katsaggelos, "Fast Video Shot Retrieval with Luminance
Field Trace Indexing and Geometry Matching", Proceedings
of IEEE Int'l Conference on Image Processing
(ICIP), Atlanta, USA, 2006.
L.
Gao, Z.
Li,
A. K. Katsaggelos, "LUFT (LUminance Field Trace) Tree: A Video
Shot Segmentation and Indexing Scheme for Fast Retrieval",
invited, Proceedings
of Int'l Conference on Visual Info Engineering
(VIE), Sept., 2006.
L.
Gao, Z.
Li,
and A. K. Katsaggelos, "Robust Video Indexing and Retrieval
with Additive Noise and Frame Drops", invited, IEEE
Int'l Workshop on Content Based Multimedia Indexing
(CBMI), 2007.
Z.
Li,
Y. Fu, J. Yuan, T. S. Huang , and Y. Wu, "Query Driven Local
Linear Discriminant Models for Head Pose Estimation", Best
Paper Candidate from
HCI track, Proc.
of IEEE Int'l Conf on Multimedia & Expo
(ICME), Beijing, China, 2007.
F.
Zhai, Z.
Li
and A. K. Katsaggelos, "Joint Source-Channel Coding for
Multi-User Wireless Video Communication", Proc
of IEEE Int'l Conf on Multimedia & Expo
(ICME), Beijing, China, 2007.
Y.
Fu, J. Yuan, Z.
Li,
T. S. Huang, and Y. Wu, "Expert-Model Face Recognition with
Query-Driven Locally Adaptive Fisher Faces", oral paper, IEEE
Int'l Conference on Image Processing,
San Antonio, USA, 2007.
Y.
Fu, Z.
Li,
X. Zhou, and T. S. Huang, "Laplacian Affinity Propagation For
Semi-Supervised Object Classification", Best
Paper (DoCoMo Innovative Paper) Award,
IEEE
Int'l Conference on Image Processing,
San Antonio, USA, 2007.
J.
Yuan, Z.
Li,
Y. Fu, Y. Wu, and T. S. Huang, "Discover Spatial Patterns By
Efficient Candidate Pruning", oral paper, IEEE
Int'l Conference on Image Processing,
San Antonio, USA, 2007.
Y.
Yang, Z.
Li,
W. Shi, Y. C. Chen, and H. Xu, "Network-Aware State Update in
Large Scale Mobile Games", oral paper, IEEE
Int'l Conf on Computer Communication & Networking (ICCCN),
Hawaii, USA, 2007.
Z.
Li,
J. Huang, and A. K. Katsaggelos, "Utility Driven Video Segment
Scheduling for Peer-to-Peer Live Video Streaming System", 45th
Allerton Conference on Communication, Control and Computing,
Monticello, IL, USA, 2007.
Y.
Li, Z.
Li,
M. Chiang and A. Robert Calderbank, "Video Transmission
Scheduling for Peer-to-Peer Live Streaming System", oral paper,
Proceedings
of IEEE International Conference on Multimedia & Expo
(ICME), Hanover, Germany, 2008.
Y.
Wang, T. Yu, L. Shi, and Z.
Li,
"Using Human Body Gestures As Inputs for Gaming via Depth
Analysis", poster paper, Proceedings
of IEEE International Conference on Multimedia & Expo (ICME),
Hanover, Germany, 2008.
L.
Gao, Z.
Li,
and A. K. Katsaggelos, "A Kd-tree Based Dynamic Indexing Scheme
For Video Retrieval And Geometry Matching", Proc
of IEEE Int'l Workshop on Multimedia Analysis & Processing
(IMAP), St. Thomas, U.S. Virgin Island, August, 2008.
Z.
Li,
Y. Fu, S. Yan, and T. S. Huang, "Real-Time Human Action
Recognition by Luminance Field Trajectory Analysis", ACM
Multimedia,
Vancouver, Canada, 2008.
Y.
Li, Z.
Li,
M. Chiang, and R. Calderbank, "Content Aware Distortion-Fair
Video Streaming in Networks", Proc
of IEEE GLOBECOM,
New Orleans, USA, 2008.
Z.
Li,
Ying Li, Mung Chiang and A. Robert Calderbank, "Optimal
Transmission Scheduling For Scalable Wireless Video Broadcast with
Rateless Erasure Correction Code", Proc
of IEEE Consumer Communication and Networking Conference
(CCNC), Las Vegas, USA, 2009.
Ying
Li, Z.
Li,
Mung Chiang and A. Robert Calderbank, "Energy-Efficient Video
Transmission Scheduling for Wireless Peer-to-Peer Live Streaming",
Proc
of IEEE Consumer Communication and Networking Conference
(CCNC), Las Vegas, USA, 2009.
H.
Zheng, Z.
Li,
and Y. Fu, , "Efficient Human Action Recognition by Luminance
Field Trajectory and Geometry Information ", IEEE
Int'l Conf on Multimedia & Expo,
New York, June, 2009.
Li
Gao, Z.
Li,
A. K. Katsaggelos, "A VIDEO RETRIEVAL ALGORITHM USING RANDOM
PROJECTIONS", IEEE
Int'l Conf on Image Processing,
Egypt, November, 2009.
Y.
Yuan, H. Zheng, Z.
Li
and D. Zhang, "VIDEO ACTION RECOGNITION WITH SPATIOTEMPORAL
GRAPH EMBEDDING AND SPLINE MODELING", Proc
of IEEE Int'l Conf on Acoustics, Speech and Signal Processing,
Dallas, USA, March, 2010.
B.
Liu, Z.
Li,
and M. Wang, "Scalable Video Near Duplicate Detection via
Compact Curve Matching", IEEE
Int'l Conf on Multimedia & Expo,
Singapore, July, 2010.
N.
He, Y. Xu, J. Cao, Z.
Li,
Hongyang Chen, and Y. Ren, "ROME: Rateless Online MDS Code for
Wireless Data Broadcasting," Proc.
IEEE Globecom,
Miami, USA, 2010.
H.
Zheng, M. Wang, and Z.
Li,
"AUDIO-VISUAL SPEAKER IDENTIFIACTION WITH MULTIVIEW DISTANCE
METRIC LEARNING", Proc
of IEEE Int'l Conf on Image Processing,
Hong Kong, October, 2010.
B.
Liu, Z.
Li,
M. Wang, and A. K. Katsaggelos, "IN-SEQUENCE VIDEO DUPLICATE
DETECTION WITH FAST POINT-TO-LINE MATCHING", Proc
of IEEE Int'l Conf on Image Processing,
Hong Kong, 2010.
W.
Ji, and Z.
Li,
"Joint Layered Video and Digital Fountain Coding for
Multi-Channel Video Broadcasting", Proc
of ACM Multimedia,
Florence, Italy, 2010.
Z.
Ye, X. Chen, and Z.
Li,
"Video Based Mobile Location Search with Large Set of SIFT
Points in Cloud", ACM
Multimedia 2010 Workshop - Mobile Cloud Media Computing,
Florence, Italy, 2010.
W.
Shi, Y. Lu, Z.
Li,
J. Engelsma, "Scalable Support for 3D Graphics Applications in
Cloud", IEEE
Third International Conference on Cloud Computing,
Miami, Florida, 2010
W.
Ji , Z.
Li
and Y. Chen, "Heterogeneous QoS Video Broadcasting with Optimal
Joint Layered Video and Digital Fountain Coding", IEEE
Int'l Conference on Communication
(ICC), Kyoto, Japan, 2011.
X.
Wang, Z.
Li,
L. Zhang, and J. Yuan, "Grassmann Hashing for Approximate
Nearest Neighbor Search in High Dimensional Space", IEEE
Int'l Conference on Multimedia & Expo (ICME),
2011.
W.
Ji, and Z.
Li,
"Joint Scalable Video and Digital Fountain Coding for
Heterogeneous QoS Video Broadcasting", IEEE
Int'l Conference on Multimedia & Expo
(ICME), Barcelona (Spain), July 2011..
P.
Ruiz, S.D. Babacan, L. Gao, Z.
Li,
R. Molina, and A.K. Katsaggelos, "Video Retrieval Using Sparse
Bayesian Reconstruction" , IEEE
International Conference on Multimedia and Expo
(ICME), Barcelona (Spain), July 2011.
Y.
Yuan, H. Zheng, Z.
Li,
and J. Huang, "Utility-Driven Distributed Transmission
Coordination for Video Communication over Ad Hoc Wireless Networks",
IEEE
International Conference on Multimedia and Expo
(ICME), Barcelona (Spain), July 2011.
H.
Zheng, Z.
Li
and "Indexed Spatio-Temporal Appearance Models for Query-Driven
Video Action Recognition", IEEE
International Conference on Multimedia and Expo (ICME),
Barcelona (Spain), July 2011.
W.
Ji, Z.
Li,
and Y.-Q. Chen, "Content-Aware Utility-Fair Video Streaming in
Wireless Broadcasting Networks", IEEE
Int'l Conf on Image Processing,
2011.
H.
Xu, J. Wang, Z.
Li,
G. Zeng, S. Li, "Complementary Hashing for Approximate Nearest
Neighbor Search", IEEE
Int'l Conference on Computer Vision
(ICCV), Barcelona, Spain, 2011.
X.
Xin, Z.
Li,
and A. K. Katsaggelos, "Laplacian SIFT for Compact Descriptor in
Visual Search", accepted, IEEE
Int'l Conference on Audio, Speech and Signal Processing
(ICASSP), Kyoto, Japan, 2012.
X.
Xin, Z. Li, Z. Ma, and A. K. Katsaggelos, "Spectral
Approximation to Point Set Similarity Metric", IEEE Int'l Conf
on Multimedia & Expo (ICME),
San Jose, USA, 2013.
J.
Springer, X. Xin, Z. Li, J. Watt, A. K. Katsaggelos, "Forest
Hashing: Expediting Large Scale Image Retrieval", IEEE
Int'l Conf on Audio Speech and Signal Processing (ICASSP),
Vancouver, Canada, 2013.
X.
Xin, Z. Li, Z. Ma, and A. K. Katsaggelos, "Robust Feature
Selection with Self-Matching Score", IEEE Int'l Conf on Image
Processing (ICIP), Sydney, Australia, 2013.
Z. Li, and I. Bouazizi, "Light Weight Content Fingerprinting for Video Playback Verification in MPEG DASH", Proceedings of IEEE PacketVideo, San
Jose,
2013.
A. Nagar, Z. Li, G. Srivastava, and K. Park, "AKULA: Adaptive Cluster Aggregation for Visual Search", accepted, IEEE Data Compression Conference
(DCC),
2014.
Non-Referred
Conference Papers:
Z.
Li,
F. Zhai, and A. K. Katsaggelos, "Energy Efficient Video
Summarization and Transmission Over a Slow Fading Wireless Channel",
Proceedings
of SPIE Image / Video Communication and Processing
(IVCP), San Jose, 2005.
P.
V. Pahalawatta, Z.
Li,
F. Zhai, and A. K. Katsaggelos, "Rate-Distortion Optimized
Video Summary Generation and Transmission Over Packet Lossy
Networks", Proceedings
of SPIE Image / Video Communication and Processing
(IVCP), San Jose, 2005.
Standards
Contributions:
Z.
Li,
J. Tian, H. Yu, and Y.-K Wang, "Scaled Eigen Appearance Feature
(SEAF) for Video Search over Large Repository", ISO/IEC
JTC1/SC29/WG11/MPEG2011/M19376, Daegu, Korea, 2011.
Z.
Li,
J. Tian, H. Yu, and Y.-K Wang, "Large Scale Video Search with
CDVS Likelihood Pruning ", ISO/IEC
JTC1/SC29/WG11/MPEG2011/M19377, Daegu, Korea, 2011.
Z.
Li,
X. Xin and A. K. Katsaggelos, "Huawei- Northwestern Data Set
for MPEG CDVS", ISO/IEC JTC1/SC29/WG11/MPEG2011/M20018, Geneva,
Switzerland, 2011.
Z.
Li,
X. Xin and A. K. Katsaggelos, "Very Low Bit Rate Topological
Coding and Verification via Graph Spectral Analysis", ISO/IEC
JTC1/SC29/WG11/MPEG2011/M21362, Torino, Italy, 2011.
X.
Xin, Z.
Li,
and A. K. Katsaggelos, "Laplacian SURF for Robust Visual
Search", ISO/IEC JTC1/SC29/WG11/MPEG2011/M21361, Torino, Italy,
2011.
X.
Xin, Z.
Li,
and A. K. Katsaggelos, "Scalable Coding and Verification Scheme
for Visual Search", ISO/IEC JTC1/SC29/WG11/MPEG2011/M21363,
Torino, Italy, 2011.
X.
Xin, Z.
Li,
and A. K. Katsaggelos, "Huawei-Northwestern Response to MPEG CDVS
Call for Proposal", ISO/IEC JTC1/SC29/WG11/MPEG2011/M22751,
Geneve, Switzerland, 2011.
Z.
Li,
et. al, "CDVS CE7: 2-Way SIFT Matching to Improve Image Matching
Accuracy", ISO/IEC JTC1/SC29/WG11/MPEG2013/M28240, Geneve,
Switzerland, 2013.
Z.
Li,
et. al, "CDVS CE7: Robust Feature Selection with Self-Matching
Score", ISO/IEC JTC1/SC29/WG11/MPEG2013/M28241, Geneve,
Switzerland, 2013.
Z.
Li,
et. al, "CDVS CE2: Improve Local Descriptor Compression with SIFT
Level Ground Truth", ISO/IEC JTC1/SC29/WG11/MPEG2013/M28278,
Geneve, Switzerland, 2013.
Z.
Li,
et. al, "CDVS CE8: SKIP Mode - Reconstructing Global Descriptor
from Local Descriptors at Server End", ISO/IEC
JTC1/SC29/WG11/MPEG2013/M28279, Geneve, Switzerland, 2013.
Z.
Li,
et. al, "CDVS
CE8: Differential Coding of Global Descriptor from Local
Descriptors",
ISO/IEC JTC1/SC29/WG11/MPEG2013/M28280, Geneve, Switzerland, 2013.
Z.
Li,
et. al, "CDVS
CE1: Improve Global Descriptor Matching with Order Statistics on
Hamming Distance",
ISO/IEC JTC1/SC29/WG11/MPEG2013/M28281, Geneve, Switzerland, 2013.
G.
Srivastava, A. Nagar, Z.
Li,
K. Park, and F. Fernandes, "CDVS:
Two-Way Key Point Feature Matching to Improve Image Matching and
Retrieval Performance", ISO/IEC
JTC1/SC29/WG11/MPEG2013/M29359, Incheon, Korea, 2013.
A.
Nagar, G. Srivastava, Z.
Li,
K. Park, and F. Fernandes, "CDVS:
Parameter Simplification and Matching Performance Improvement with
Heat Kernel Correlation Modeling", ISO/IEC
JTC1/SC29/WG11/MPEG2013/M29360, Incheon, Korea, 2013.
Z.
Li,
A. Nagar, G. Srivastava, K. Park, and F. Fernandes, "CDVS:
Collision Prob Optimized Global Descriptor Masks for Compression
Efficiency and Matching Performance Improvement", ISO/IEC
JTC1/SC29/WG11/MPEG2013/M29361, Incheon, Korea, 2013.
Selected Invited Talks:
"Intelligent
Multimedia Communication: Source Granularity, Collaboration and
Distributed Optimization", Microsoft
Research Asia,
Beijing, 2006.
"Radio
Resource Pricing Schemes in Distributed Optimization in Multi-User
Wireless Video Communication", Institute of Image
Communication and Info Processing, Shanghai
Jiaotong University,
China, 2006.
"Intelligent
Video Communication: Source Granularity and Optimization
Decomposition", Motorola
China Research Center,
Shanghai, China, 2006.
"Locally
Embedded Subspace Learning for Fast Video Shot Retrieval", Dept
of Electrical Engineering, University of Texas at Dallas, 2007.
"Selected
Topics in Multimedia Computing and Communication (MC2) Research",
University
of Michigan-Shanghai Jiaotong University Joint Institute,
Shanghai, 2007.
"Pricing
Control in Video Streaming over Wireless Multi-Access Channels",
University
of Electronic Science & Technology
(UESTC), Chengdu, China, 2007.
"Distributed
Coordination and Cross-Layer Optimization in Mutli-Access Wireless
Video Streaming System", Invited talk, Dept of Computer Science
& Engineering, Hong
Kong University of Science & Technology,
2007.
"Distributed
Coordination and Cross-Layer Optimization in Mutli-Access Wireless
Video Streaming System", Invited talk, Dept of Info
Engineering, Chinese
University of Hong Kong,
2007.
"Model
Localization in Video Search and Biometric Problems", Dept of
Signal and Image Processing, École Nationale Supérieure des Télécommunications(ENST), Paris, France, 2007.
"Optimization
and Distributed Computing in Multi-Access Wireless Video
Networking", School of Electrical & Information
Engineering, University
of Science & Tech of China (USTC),
2008.
"Optimization
and Distributed Computing in Multi-Access Wireless Video
Networking", Dept of Computer Science, Simon
Fraser University,
Canada, 2008.
"Optimization
and Distributed Computing in Multi-Access Wireless Video
Networking",Media & Communication Lab, Huawei
Central Research,
Shenzhen, China, 2009.
"Optimization
and Source-Channel Coding in Multi-Access and Multi-Cast Wireless
Video System", invited talk, Shenzhen Inst of Advanced
Technology (SIAT), Chinese
Academy of Science,
Shenzhen, China, 2009.
"Large
Subject Set Biometric Problem", invited talk, Tsinghua University, Shenzhen Grad School, 2009.
"Robust
Video Duplicates Detection and Localization in Large Video Repositories", Microsoft
Research Asia,
Beijing, 2010.
"Robust
Video Duplicates Detection and Localization in Large Video
Repositories", Institute of Computing, Chinese
Academy of Science,
Beijing, 2010.
"Robust
Video Duplicate Detection & Localization in Very Large
Repositories", EdgeLab, Dept of EE, Princeton
University,
USA, 2010.
"Robust
Video Duplicate Detection & Localization in Very Large
Repositories", invited talk, Dept of EECS, Northwestern
University,
USA, 2010.
"Scaled
Eigen Appearance Feature (SEAF) and Likelihood Pruning in Large
Scale Video Duplicate Search", invited talk, Dept of Electrical
Engineering, Korean
Advanced Institute of Science & Tech
(KAIST), Daejon, Korea, 2011.
"Subspace
Indexing on Grassmannian Manifold for Large Scale Visual Pattern
Recognition", invited talk, Dept of Computer Science, Stevens
Institute of Technology, Hoboken,
USA, 2011.
"Subspace
Indexing on Grassmannian Manifold for Large Scale Visual Analytics",
invited talk, Computer Vision Group, Northwestern
University,
Evanston, USA, 2011.
"Robust
Appearance Modeling and Likelihood Pruning in Large Scale Video
Duplicate Search", invited talk, Center for Quantum Computing and
Intelligent Systems (QCIS), University
of Technology, Sydney,
Australia, 2011.
"Subspace
Indexing on Grassmannian Manifold for Large Scale Visual
Identification Problems", invited talk, École
Polytechnique Fédérale de Lausanne,
(EPFL),
Switzerland, 2011.
"Subspace
Indexing on Grassmannian Manifold for Large Scale Visual
Identification Problems", invited talk, IBM
Research,
Hawthrone, NY, USA, 2012.
"Subspace
Indexing on Grassmannian Manifold for Large Scale Visual
Identification Problems", invited talk, MIT
Lincoln Lab,
Lexington, MA, USA, 2012.
"Subspace
Indexing on Grassmannian Manifold for Large Scale Visual
Identification Problems", invited talk, Inst of Digital Media,
Beijing
University,
Beijing, China, 2013.
"Device Based Deep Learning Visual Recognition Engine", School of Info Science & Tech, ShanghaiTech University , 2014.