Person
Tomasz Piotr Trzcinski
This person is no longer with EPFL
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Related publications (8)
Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.
Learning Image Descriptors with Boosting
Vincent Lepetit, Tomasz Piotr Trzcinski, Christos Marios Christoudias
We propose a novel and general framework to learn compact but highly discriminative floating-point and binary local feature descriptors. By leveraging the boosting-trick we first show how to efficiently train a compact floating-point descriptor that is ver ...
Institute of Electrical and Electronics Engineers2015Receptive Fields Selection for Binary Feature Description
Pascal Fua, Zhiye Wang, Tomasz Piotr Trzcinski, Bin Fan
Feature description for local image patch is widely used in computer vision. While the conventional way to design local descriptor is based on expert experience and knowledge, learning based methods for designing local descriptor become more and more popul ...
Institute of Electrical and Electronics Engineers2014Boosting Binary Keypoint Descriptors
Pascal Fua, Vincent Lepetit, Tomasz Piotr Trzcinski, Christos Marios Christoudias
Binary keypoint descriptors provide an efficient alternative to their floating-point competitors as they enable faster processing while requiring less memory. In this paper, we propose a novel framework to learn an extremely compact binary descriptor we ca ...
2013