Matlab code of machine learning algorithms in book PRML

Omniglot data set for one-shot learning

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vi…

Tiny Face Detector, CVPR 2017

Bayesian Program Learning model for one-shot learning

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

Various hashing methods for image retrieval and serves as the baselines

[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..

Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views

DCFNet: Discriminant Correlation Filters Network for Visual Tracking

The Continuous Convolution Operator Tracker (C-COT).

Source code for "Understanding Deep Image Representations by Inverting Them", CVPR 2015

Vectorized implementation of convolutional neural networks (CNN) in Matlab for both visual recognition and image processing.

Evaluation of detection performance, recall, and repeatability of detection proposal algorithms

Matlab code for all variants of robust PCA and SPCP

Deep Filter Banks for Texture Recognition, Description and Segmentation (CVPR15)

Code accompanying the paper M. Sorel, F. Sroubek, "Fast convolutional sparse coding using matrix inversion lemma", Digital Signal Processing, vol. 55, pp.44-51, 2016

Code for Visualizing Deep Convolutional Neural Networks Using Natural Pre-images, IJCV 2016

Code for "Salient Deconvolutional Networks, Aravindh Mahendran, Andrea Vedaldi, ECCV 2016"

Finding Distractors In Images (CVPR 2015)