1.4k citations · 2.6k across the 155 of their papers we have counts for
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cs.CV2013★ 6 cited
SEEDS: Superpixels Extracted via Energy-Driven Sampling
Michael Van den Bergh, Xavier Boix, Gemma Roig +1
Superpixel algorithms aim to over-segment the image by grouping pixels that belong to the same object. Many state-of-the-art superpixel algorithms rely on minimizing objective func…
cs.CV2013
Random Binary Mappings for Kernel Learning and Efficient SVM
Gemma Roig, Xavier Boix, Luc Van Gool
Support Vector Machines (SVMs) are powerful learners that have led to state-of-the-art results in various computer vision problems. SVMs suffer from various drawbacks in terms of s…