Multimedia Communication ($652,550)
PI: Hongkai Xiong The National Science Fund for Distinguished Young
Scholars No.61425011 Role: PI Date:
01/01/15 - 12/31/18 Investigate an alternative to the generic
Compressive Sensing (CS) framework, which assumes that signals lie on a
union of data-driven subspaces (UoDS).
Representation and Coding of High-dimensional Vision ($24,470) PI:
Hongkai Xiong “Shu Guang” project No. 13SG13 Role:
PI Date: 01/31/14- 12/31/16 Develop a structured
probabilistic model learning for image and video coding.
Sparse Representation, Structured
Processing, and Joint Coding of Multidimensional Visual Space ($418,643)
PI: Hongkai Xiong NSF U1201255 Role: PI Date:
01/01/13-12/31/16 Investigate the theoretical and practical performance
by the statistical mapping between the atoms and samples through
statistical learning and functional optimization, to benefit the
promising interactive multimedia content dissemination.
Sparse Coding with Structured Set
Learning towards Video Approximation: Theory and Algorithm ($122,364)
PI: Hongkai Xiong NSF 61271218 Role: PI
Date:01/01/13-12/31/16 With the asymmetric analysis-synthesis structure,
it is dedicated to fulfilling sparse coding by structural set model and
Optimal Collaborative Communication in
Wireless Video Sensor Network ($32,201) PI: Dapeng Wu NSF
61228101 Role: co-PI
Date:01/01/13-12/31/14 Study the robust utility optimization of
correlated sources, with the aid of learning-based routing and sparse
Semi-Automatic Video Segmentation and
Tracking for Mobile Platform ($25,000) PI: Hongkai Xiong Agency:
QualComm Role: PI
Date:01/01/13-12/31/13 Separate semantically significant object in
the video and track it on mobile platform.
Network-Based Video Processing: Theory
and Application ($322,010) PI: Hongkai Xiong NSF
60632040 Role: PI Date:
12/31/07-12/31/10 Study the nework-oriented scalable and distributed
video coding, and the uitility maximization with multi-rate mul-ticast
and network coding.
On Multi-scale Generalized
Decomposition and Synthesis of Asymmetrical Video Coding ($41,861) PI:
Hongkai Xiong NSF 60772099 Role: PI
Date:12/01/11-03/31/12 Study the dynamic decomposition of independent
video source and joint reconstruction with partial information, and
develop the flexible video coding scheme with texture synthesis.
Network-based distributed coding and
transmission with reusable metadata of video signal ($120,754) PI:
Hongkai Xiong Agency: 863 2006AA01Z322 Role: PI
Date:12/01/06-10/31/10 Develop a new video content dessimination
model with network coding and distributed video coding.
Structured Learning-based Image and
Video Coding and Communication ($32,201) PI: Tsuhan Chen NSF
60928003 Role: co-PI
Date:01/01/10-12/31/11 Investigate image and video coding by the
structured learning and inference on texture pattern.
Learning-based Image and Video Sparse
Coding ($80,503) PI: Hongkai Xiong NSF NCET-09-0554
Role: PI Date:01/01/09-12/31/12 Develop image
and video sparse coding algorithms by the structured set learning and
Wavelet-based Scalable Video Coding
($8,050) PI: Hongkai Xiong Agency: Shanghai Science Foundation Role:
PI Date:10/01/04-12/31/06 Develop a wavelet-based
scalable video coding scheme and relevant prediction algorithms.
Institute of Media, Information, and Network (MIN Lab)