A robust blind watermarking scheme based on distributed source coding principles
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Distributed Source Coding: Symmetric Rates and Applications to Sensor Networks
DCC '00 Proceedings of the Conference on Data Compression
Lattice Quantization with Side Information
DCC '00 Proceedings of the Conference on Data Compression
Compression with Side Information Using Turbo Codes
DCC '02 Proceedings of the Data Compression Conference
Optimal Code Design for Lossless and Near Lossless Source Coding in Multiple Access Networks
DCC '01 Proceedings of the Data Compression Conference
Design of Trellis Codes for Source Coding with Side Information at the Decoder
DCC '01 Proceedings of the Data Compression Conference
DCC '01 Proceedings of the Data Compression Conference
The impact of spatial correlation on routing with compression in wireless sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Drift reduction in predictive video transmission using a distributed source coded side-channel
Proceedings of the 12th annual ACM international conference on Multimedia
PRISM: An Error-Resilient Video Coding Paradigm for Wireless Networks
BROADNETS '04 Proceedings of the First International Conference on Broadband Networks
EURASIP Journal on Wireless Communications and Networking
Network correlated data gathering with explicit communication: NP-completeness and algorithms
IEEE/ACM Transactions on Networking (TON)
Optimal rate-oriented routing for distributed source coding in wireless sensor network
Proceedings of the 2nd ACM international workshop on Quality of service & security for wireless and mobile networks
ACM Transactions on Sensor Networks (TOSN)
Approaching the Slepian-Wolf boundary using practical channel codes
Signal Processing - Special section: Distributed source coding
Signal Processing - Special section: Distributed source coding
Distributed coding of three binary and Gaussian correlated sources using punctured turbo codes
Signal Processing - Special section: Distributed source coding
High-rate quantization and transform coding with side information at the decoder
Signal Processing - Special section: Distributed source coding
Differential nested lattice encoding for consensus problems
Proceedings of the 6th international conference on Information processing in sensor networks
Collaborative broadcasting and compression in cluster-based wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
LDGM codes for channel coding and joint source-channel coding of correlated sources
EURASIP Journal on Applied Signal Processing
Distributed coding of highly correlated image sequences with motion-compensated temporal wavelets
EURASIP Journal on Applied Signal Processing
Communication in the presence of replication
STOC '08 Proceedings of the fortieth annual ACM symposium on Theory of computing
Joint encryption and compression of correlated sources with side information
EURASIP Journal on Information Security
Correlated data gathering in wireless sensor networks based on distributed source coding
International Journal of Sensor Networks
The impact of spatial correlation on routing with compression in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Distributed video coding based on part intracoding and soft side information estimation
Multimedia Tools and Applications
Low-complexity coding and source-optimized clustering for large-scale sensor networks
ACM Transactions on Sensor Networks (TOSN)
Wyner-Ziv-based bidirectionally decodable video coding
Journal of Visual Communication and Image Representation
Side-information generation for temporally and spatially scalable Wyner-Ziv codecs
Journal on Image and Video Processing - Special issue on distributed video coding
IEEE Transactions on Signal Processing
Distributed coding using punctured quasi-arithmetic codes for memory and memoryless sources
IEEE Transactions on Signal Processing
IEEE Transactions on Image Processing
Multiple description coding with side information: practical scheme and iterative decoding
EURASIP Journal on Advances in Signal Processing
Analysis of performance losses in distributed video coding
PCS'09 Proceedings of the 27th conference on Picture Coding Symposium
Practical distributed video coding over visual sensors
PCS'09 Proceedings of the 27th conference on Picture Coding Symposium
Improved low delay distributed video coding
PCS'09 Proceedings of the 27th conference on Picture Coding Symposium
Two-pass reconstruction in distributed video coding
PCS'09 Proceedings of the 27th conference on Picture Coding Symposium
Successive refinement based Wyner-Ziv video compression
Image Communication
Iterative side-information generation in a mixed resolution Wyner-Ziv framework
IEEE Transactions on Circuits and Systems for Video Technology
Improved side information generation and virtual channel modeling for distributed video coding
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
On rate-constrained estimation in unreliable sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Fusion coding of correlated sources for storage and selective retrieval
IEEE Transactions on Signal Processing
Adaptive Slepian-Wolf decoding using particle filtering based belief propagation
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Error resilient non-asymmetric Slepian-Wolf coding
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Joint distributed compression and encryption of correlated data in sensor networks
MILCOM'06 Proceedings of the 2006 IEEE conference on Military communications
EURASIP Journal on Wireless Communications and Networking - Special issue on theoretical and algorithmic foundations of wireless ad hoc and sensor networks
A distributed video coding scheme based on denoising techniques
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Optimization of system performance for DVC applications with energy constraints over ad hoc networks
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Distributed video coding with trellis coded quantization
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Information transmission and steganography
IWDW'05 Proceedings of the 4th international conference on Digital Watermarking
D-cast: DSC based soft mobile video broadcast
Proceedings of the 10th International Conference on Mobile and Ubiquitous Multimedia
Heegard-Berger video coding using LMMSE estimator
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Adaptive distributed source coding for multi-view images
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Distributed Video Coding: an overview of basics, research issues and solutions
International Journal of Ad Hoc and Ubiquitous Computing
Synchronizing state with strong similarity between local and remote systems
Proceedings of the third ACM workshop on Mobile cloud computing and services
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We address the problem of distributed source coding, i.e. compression of correlated sources that are not co-located and/or cannot communicate with each other to minimize their joint description cost. In this work we tackle the related problem of compressing a source that is correlated with another source which is however available only at the decoder. In contrast to prior information-theoretic approaches, we introduce a new constructive and practical framework for tackling the problem based on the judicious incorporation of channel coding principles into this source coding problem. We dub our approach as DIstributed Source Coding Using Syndromes (DISCUS). We focus in this paper on trellis-structured constructions of the framework to illustrate its utility. Simulation results confirm the power of DISCUS, opening up a new and exciting constructive playing-ground for the distributed source coding problem. For the distributed coding of correlated i.i.d. Gaussian sources that are noisy versions of each other with "correlation-SNR" in the range of 12 to 20 dB, the DISCUS method attains gains of 7-15 dB in SNR over the Shannon-bound using "naive" independent coding of the sources.