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LCV Gitub repositories
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matlabPyrTools -
Matlab
source code for multi-scale image processing. Includes tools
for building, manipulating, and displaying Laplacian pyramids, QMF/Wavelets, and
Steerable Pyramids.
Data structures are compatible with the Matlab wavelet toolbox,
but the convolution code (in C) is faster and has many boundary-handling
options. [Last updated: Dec 2009, ver 1.4].
README /
Contents /
ChangeLog /
Matlab source code
(GitHub)
- Structural Similarity Metric (SSIM) - a metric for quantifying
perceptual visibility of image distortions.
Original web page
- End-to-end optimized image compression - our 3-stage nonlinear compression method, presented at
ICLR2017.
[13 July 2017: Matlab code now available]
- Two-stage functional model for
responses of neurons in visual area MT.
Matlab code available.
- Image denoising
code - Matlab code is available implementing a state-of-the-art (from roughly 2003-2007)
algorithm for removing noise from images. The method is based on a
Gaussian Scale Mixture model of multi-scale (wavelet) coefficients,
described in
this journal article.
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Texture Analysis/Synthesis -
Matlab code is available for analyzing and synthesizing visual textures.
- NLPyr - Matlab
function that performs the perceptual image quality
distance explained in: Perceptual Image Quality Assessment Using
Laplacian Pyramid with Divisive Normalization by V. Laparra,
J. Ballé, A. Berardino, and E. P. Simonclli
source code
- EPWIC - Embedded
Progressive Wavelet Image Coder. C source code available.
- EPIC - Efficient
Pyramid (Wavelet) Image Coder. C source code available.
- bib2php - Creates a set of PHP pages from a BibTeX file.
An example can be seen
at https://www.cns.nyu.edu/~lcv/publications.php
Source code is available at
our GitHub
repository. See the README file for details and install instructions.
- OBVIUS [Object-Based Vision & Image Understanding System]:
README
/ ChangeLog
/ Doc (225k)
/
- CL-SHELL [Gnu Emacs <-> Common Lisp Interface]:
README
/ Change Log
/ Source
Code (119k).
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