268 citations · 1.4k across the 80 of their papers we have counts for
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cs.IT2011★ 17 cited
Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors
Laurent Jacques, Jason N. Laska, Petros T. Boufounos +1
The Compressive Sensing (CS) framework aims to ease the burden on analog-to-digital converters (ADCs) by reducing the sampling rate required to acquire and stably recover sparse si…
math.DG2011★ 1 cited
Convergence Rate of the Symmetrically Normalized Graph Laplacian
Laurent Jacques
This short note aims at (re)proving that the symmetrically normalized graph Laplacian $L=\Id - D^{-1/2}WD^{-1/2}$ (from a graph defined from a Gaussian weighting kernel on a sample…
cs.CV2011★ 104 cited
A Panorama on Multiscale Geometric Representations, Intertwining Spatial, Directional and Frequency Selectivity
Laurent Jacques, Laurent Duval, Caroline Chaux +1
The richness of natural images makes the quest for optimal representations in image processing and computer vision challenging. The latter observation has not prevented the design…