Sotabase

Career

· DoCoMo USA Labs
· Epson R&D
· Futurewei Technologies
· Software Engineer, Google
· LG Electronics
· NYU Tandon School of Engineering

Publications (86)

A DCT-based embedded image coder
IEEE Signal Processing Letters · 1996
228
cited
Nonlinear approximation based image recovery using adaptive sparse reconstructions and iterated denoising-part I: theory
IEEE Transactions on Image Processing · 2006
212
cited
Nonlinear approximation based image recovery using adaptive sparse reconstructions and iterated denoising-part II: adaptive algorithms
IEEE Transactions on Image Processing · 2006
156
cited
On the importance of combining wavelet-based nonlinear approximation with coding strategies
IEEE Transactions on Information Theory · 2002
151
cited
Depth from motion for smartphone AR
ACM Transactions on Graphics · 2018
116
cited
Weighted Averaging for Denoising With Overcomplete Dictionaries
IEEE Transactions on Image Processing · 2007
100
cited
Sparse orthonormal transforms for image compression
2008 15th IEEE International Conference on Image Processing · 2008
73
cited
Weighted overcomplete denoising
The Thrity-Seventh Asilomar Conference on Signals, Systems & Computers, 2003 · 2003
56
cited
Deep Implicit Volume Compression
Computer Vision and Pattern Recognition · 2020
44
cited
Information-theoretic inequalities for contoured probability distributions
IEEE Transactions on Information Theory · 2002
36
cited
Approximation and Compression With Sparse Orthonormal Transforms
IEEE Transactions on Image Processing · 2015
34
cited
On the DPCM compression of Gaussian autoregressive sequences
IEEE Transactions on Information Theory · 2001
34
cited
Iterated denoising for image recovery
Proceedings DCC 2002. Data Compression Conference · 2002
30
cited
Nonlinear approximation based image recovery using adaptive sparse reconstructions
Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) · 2003
29
cited
A nonlinear loop filter for quantization noise removal in hybrid video compression
IEEE International Conference on Image Processing 2005 · 2005
22
cited
Sandwiched Image Compression: Wrapping Neural Networks Around A Standard Codec
International Conference on Information Photonics · 2021
21
cited
Pixel recovery via el minimization in the wavelet domain
International Conference on Information Photonics · 2004
19
cited
Rate-distortion modeling of binary shape using state partitioning
Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348) · 1999
15
cited
Sparse super-resolution reconstructions of video from mobile devices in digital TV broadcast applications
SPIE Optics + Photonics · 2006
15
cited
Fast Lifting for 3D Hand Pose Estimation in AR/VR Applications
International Conference on Information Photonics · 2018
14
cited
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