Efficient Generalized Fused Lasso and Its Applications

Equivalence of convex minimization problems over base polytopes

(2012) Kiyohito Nagano et al.   JAPAN JOURNAL OF INDUSTRIAL AND APPLIED MATHEMATICS

The solution path of the generalized lasso

(2011) Ryan J. Tibshirani et al.   ANNALS OF STATISTICS

Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images

(2011) Carlton Chu et al.   NEUROIMAGE

Discriminative analysis of early Alzheimer's disease using multi-modal imaging and multi-level characterization with multi-classifier (M3)

(2011) Zhengjia Dai et al.   NEUROIMAGE

ViBe: A Universal Background Subtraction Algorithm for Video Sequences

(2010) O Barnich et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

On Total Variation Minimization and Surface Evolution Using Parametric Maximum Flows

(2009) Antonin Chambolle et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

Parametric Maximum Flow Algorithms for Fast Total Variation Minimization

(2009) Donald Goldfarb et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

A Self-Organizing Approach to Background Subtraction for Visual Surveillance Applications

(2008) L. Maddalena et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING