Some Code I've Written
It all started when my father taught me some notions of Visual Basic, and with the priceless help of the code completion tool (yeah, no Google at that time). Since then, I’ve been enjoying coding and here you can find some of the programs I’ve written.
Convolutional Oriented Boundaries
State of the art in contour detection, hierarchical segmentation, and object proposals. Runs in 700 miliseconds on a GPU and a single CPU thread, thanks to a novel sparse representation of the segmentation results. From our ECCV 2016 paper.
Multiscale Combinatorial Grouping
Method for producing segmented object proposals, state of the art pre deep learning. Given an image, it computes around 5000 proposals of segmented objects in less than 30 seconds on a single thread. From our CVPR 2014 and TPAMI 2016 papers.
SEISM: Supervised Evaluation of Image Segmentation Methods
Toolbox to benchmark image segmentation methods, including our newly-proposed objects and parts measure. From our PAMI 2015 and CVPR 2013 papers.
Supervised Assessment of Segmentation Hierarchies
Toolbox to find the best cuts in a hierarchy of regions using combinatorial optimization and solved by CPLEX. From our ECCV 2012 paper.
Solving Sudokus like a Pro
Code to capture a camera feed, locate a Sudoku grid, find and recognize the numbers, solve it in real time, and overlay the results.
Demo to answer whether deep learning is indeed in fashion in computer vision. The code scrapes the paper titles of latest vision conferences from the web and computes the percentage of deep-learning-related papers.