Research Projects - Signal Processing (SP)
Large Projects
- Berkeley Audio-Visual Signal Processing and Communication Systems (BASiCS)
Kannan Ramchandran - Ptolemy Project
Edward A. Lee, Hugo Andrade, Christopher Brooks, Dai Bui, Yasemin Demir, John Eidson, Shanna-Shaye Forbes, Jeff C. Jensen, Elizabeth Latronico, Man-Kit Leung, Ben Lickly, Isaac Liu, Slobodan Matic, Eleftherios Matsikoudis, Mary Stewart, Charles Shelton, Stavros Tripakis and Jia Zou - Video and Image Processing
Avideh Zakhor
Small Projects
- Multi-view 4D Scene Reconstruction through Structured Light Methods
Ricardo Garcia and Avideh Zakhor - A Cooperation-based Approach to Spectrum Reuse
Omar Mohammed Bakr, Mark Christopher Johnson and Kannan Ramchandran - Application of Machine Learning Techniques to Improve Convergence Properties of Model-Based OPC Algorithms
Allan Xiao Yu Gu, Peiran Gao and Avideh Zakhor - Audio Diarization for Meetings Speech Processing
Kofi Agyeman Boakye and Nelson Morgan - Audio-Visual Speaker Diarization
Mary Tai Knox and Nelson Morgan - Automated Indoor Modeling
Nikhil Naikal, Avideh Zakhor and John Kua - Automated, 3D Modeling of Building Interiors
Nikhil Naikal and Avideh Zakhor - Automated, Scalable, Airborne Only, 3D Modeling of Urban Environments
Avideh Zakhor and Min Ding - Body net sensors
Ruzena Bajcsy, Claire Tomlin and S. Shankar Sastry - Compressed Domain Real-time Action Recognition
Parvez Ahammad, Chuohao Yeo, S. Shankar Sastry and Kannan Ramchandran - Compression of Encrypted Video
Daniel Hillel Schonberg, Stark Draper, Chuohao Yeo and Kannan Ramchandran - Computation Codes - A New Tool for Multi-user Communication
Bobak Anthony Nazer and Michael Gastpar - Content Distribution for Vehicular Ad Hoc Networks
Mark Christopher Johnson, Kannan Ramchandran and Luca De Nardis - Cooperative Vehicle Localization
Mark Christopher Johnson and Kannan Ramchandran - Decentralized Sequential Fault Detection
Ram Rajagopal, Xuanlong Nguyen, Sinem Coleri Ergen and Pravin Varaiya - Design of Flexible High-Throughput, Low-Power LDPC Decoders
Matthew Weiner and Borivoje Nikolic - Developing fundamental system level metrics for spectrum sensing
Rahul Tandra, Mubaraq Mishra and Anant Sahai - Discriminative Features for Large Vocabulary Speech Recognition
Arlo Faria, Nelson Morgan and Suman Ravuri - Distributed Beamforming with Binary Signaling
Mark Christopher Johnson and Kannan Ramchandran - Distributed Estimation in Sensor Networks
Ram Rajagopal and Martin Wainwright - Distributed Identification of an Elastic Beam with Moving Load
Ram Rajagopal and Pravin Varaiya - Distributed Source Coding Based Robust Low-Latency Video Transmission
Vinod Prabhakaran, Jiajun Wang and Kannan Ramchandran - Distributed Sparse Random Projections for Refinable Approximation
Wei Wang, Minos Garofalakis and Kannan Ramchandran - Fall Monitoring in the Elderly
Mike Eklund, Roozbeh Jafari, Wenchao Li and Ruzena Bajcsy - Fast, Photorealistic, Automated, 3D Modeling of Cities Using Ground and Airborne Sensors
Matthew Carlberg, James Andrews and Avideh Zakhor - Gossip Along the Way: Order-Optimal Consensus through Randomized Path Averaging
Florence Benezit, Georgios Alexandros Dimakis, Patrick Thiran and Martin Vetterli - Hardware Implementation of Lossless Compression for Direct-Write Maskless Lithography Systems
Hsin-I Liu, Avideh Zakhor and Borivoje Nikolic - High Dimensional Statistical Inference, Sparse Modeling
Bin Yu and Martin Wainwright - High-dimensional analysis of semidefinite relaxations for sparse principal components\
Martin Wainwright - High-dimensional subset recovery in noise: Sparsified measurements without loss of statistical efficiency
Christian Ladapo Omidiran and Martin Wainwright - Information-theoretic limits on sparse signal recovery: Dense versus sparse measurement matrices
Wei Wang, Martin Wainwright and Kannan Ramchandran - Joint support recovery under high-dimensional scaling: Benefits and perils of $\ell_{1,\infty}$-regularization
Martin Wainwright and Sahand N Negahban - Lossless Compression Algorithm for REBL Direct-Write E-Beam Lithography System
Avideh Zakhor, Hsin-I Liu and George Cramer - Mobile Sampling for Traffic Estimation
Mark Christopher Johnson and Kannan Ramchandran - Multi-stream speech recognition
Nelson Morgan and Suman Ravuri - Parallel MLP Feature Extraction for Speech Recognition
Nelson Morgan, Chris Oei, Sherry Zhao and Adam Janin - Path Selection for Video Streaming over Wireless Ad Hoc Networks
Wei Wei and Avideh Zakhor - PRISM: Video Coding with Flexible Complexity Distribution Between Encoder and Decoder (PRISM)
Kannan Ramchandran, Jiajun Wang and Chuohao Yeo - Random Distributed Multiresolution Representations for Sensor Networks
Kannan Ramchandran - Rate efficient visual correspondences
Kannan Ramchandran, Chuohao Yeo and Parvez Ahammad - Robust Distributed Multi-View Video Compression for Wireless Camera Networks
Chuohao Yeo, Jiajun Wang and Kannan Ramchandran - Speaker Recognition Approaches based on Keyword-Constraining
Howard Hao Lei and Nelson Morgan - Structured Approaches to Data Selection for Speaker Recognition
Howard Hao Lei and Nelson Morgan - Use of High-Level Features for Speaker Recognition
Howard Hao Lei and Nelson Morgan - VSYNC --- A Novel Video File Synchronization Protocol
Hao Zhang, Chuohao Yeo and Kannan Ramchandran - Wireless Multimedia Communication over Wide Area and Local Area Networks
Avideh Zakhor and Michael N Krishnan
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