91 citations · 389 across the 28 of their papers we have counts for
9 papers · 1 filter
Multiview Sensing With Unknown Permutations: An Optimal Transport Approach
Yanting Ma, Petros T. Boufounos, Hassan Mansour +1
In several applications, including imaging of deformable objects while in motion, simultaneous localization and mapping, and unlabeled sensing, we encounter the problem of recoveri…
Distributed Coding of Quantized Random Projections
Maxim Goukhshtein, Petros T. Boufounos, Toshiaki Koike-Akino +1
In this paper we propose a new framework for distributed source coding of structured sources, such as sparse signals. Our framework capitalizes on recent advances in the theory of…
Cross Validation in Compressive Sensing and its Application of OMP-CV Algorithm
Jinye Zhang, Laming Chen, Petros T. Boufounos +1
Compressive sensing (CS) is a data acquisition technique that measures sparse or compressible signals at a sampling rate lower than their Nyquist rate. Results show that sparse sig…
Representation and Coding of Signal Geometry
Petros T Boufounos, Shantanu Rane, Hassan Mansour
Approaches to signal representation and coding theory have traditionally focused on how to best represent signals using parsimonious representations that incur the lowest possible…
Quantization and Compressive Sensing
Petros T. Boufounos, Laurent Jacques, Felix Krahmer +1
Quantization is an essential step in digitizing signals, and, therefore, an indispensable component of any modern acquisition system. This book chapter explores the interaction of…
Robust 1-bit Compressive Sensing via Gradient Support Pursuit
Sohail Bahmani, Petros T. Boufounos, Bhiksha Raj
This paper studies a formulation of 1-bit Compressed Sensing (CS) problem based on the maximum likelihood estimation framework. In order to solve the problem we apply the recently…