Ignacio Rocco

PhD student
Willow team
Centre de recherche Inria de Paris
2 rue Simone IFF
75012 Paris, France

I am a first year PhD student at the Willow team, INRIA/ENS, working under the supervision of Josef Sivic and Relja Arandjelović. Previously, I got a Master's degree in Mathematics/Vision/Machine learning from École Normale Supérieure de Cachan. My research focuses in developing trainable methods for solving the image alignment problem in difficult cases presenting strong appearance variations (including category-level matching and variations in depiction style), or changes in the scene due to the passage of time.

Publications

I. Rocco, R. Arandjelović and J. Sivic
Convolutional neural network architecture for geometric matching
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. (Spotlight)
[Project page][Paper on arXiv][MatConvNet code][PyTorch code]
I. Rocco, M. Goncalves Almeida Antunes, D. Aouada and B. Ottersten
RGB-D and Thermal Sensor Fusion
In 11th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 2016.
[Paper on Scitepress][PDF]

Other

Simple Matlab MEX wrapper for object detection with YOLO (based on pyyolo by thomaspark-pkj)
[Code on GitHub]