2.9k citations · 4k across the 30 of their papers we have counts for
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cs.CV2017★ 35 cited
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features
Liang-Chieh Chen, Alexander Hermans, George Papandreou +3
In this work, we tackle the problem of instance segmentation, the task of simultaneously solving object detection and semantic segmentation. Towards this goal, we present a model,…
cs.CV2017★ 2.9k cited
In Defense of the Triplet Loss for Person Re-Identification
Alexander Hermans, Lucas Beyer, Bastian Leibe
In the past few years, the field of computer vision has gone through a revolution fueled mainly by the advent of large datasets and the adoption of deep convolutional neural networ…