IAM

Check out our CVPR'18 paper on weakly-supervised 3D shape completion — and let me know your opinion! @david_stutz

RESEARCH

Computer Vision

Improved Shape Completion

Learning 3D shape completion under weak supervision; on ShapeNet, ModelNet, KITTI and Microsoft Kinect data.

Improved Shape Completion Shape Completion
Superpixel Benchmark (2016)

A comprehensive comparison and evaluation of 28 superpixel algorithms on 5 different datasets; published in CVIU and GCPR.

Superpixel Benchmark (2016) Superpixel Benchmark (2014)
Superpixel Algorithms

Revised C++ implementations of two popular superpixel algorithms, SEEDS and FH, which are shown to outperform the original implementations.

Superpixel Algorithms
Video Segmentation

Efficient C++ implementation for hierarchical graph-based image segmentation.

Video Segmentation
Non-Convex Optimization

Efficient C++ implementation of iPiano, a proximal algorithm with inertial force for non-convex and non-smooth optimization; including applications to image segmentation.

Non-Convex Optimization

OPEN SOURCE

Web Development

Twitter Bootstrap Plugins

Some plugins for Twitter Bootstrap and jQuery; including a multiselect plugin and a password strength meter.

Twitter Bootstrap Plugins
Kohana Modules

Modules for the HMVC framework Kohana; including modules for user authentication, access control, form generation and validation, CSS and JS assets and more.

Kohana Modules
CMSimple Plugins and Themes

Plugins for CMSimple XH, a lightweight content management system; including, among others, news article, image gallery and YouTube plugins.

CMSimple Plugins and Themes
Wordpress Plugins and Themes

Experimental Wordpress plugins and themes; including this theme and plugins for author biographies and live data from GitHub.

Wordpress Plugins and Themes

MISC

Educational

MatLab Two-Layer Perceptron

A two-layer perceptron for digit classification on MNIST implemented in MatLab.

MatLab Two-Layer Perceptron
PHP Matrix Decompositions

Common matrix decompositions, including LU, Cholesky and QR decompositions, implemented in PHP; also includes an interactive application to demonstrate and explain the material.

PHP Matrix Decompositions
PHP Simplex

The Simplex algorithm for solving linear programs implemented in PHP.

PHP Simplex
Kohana Demo

A simple Kohana application demonstrating common use cases for these Kohana modules.

Kohana Demo
Functional Dependencies
PHP

Relational databases can be described in terms of functional dependencies; this project implements functional dependencies as well as second and third normal form in PHP.

Functional Dependencies