ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization

14 Sep 2016Vadim KantorovMaxime OquabMinsu ChoIvan Laptev

We aim to localize objects in images using image-level supervision only. Previous approaches to this problem mainly focus on discriminative object regions and often fail to locate precise object boundaries... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Weakly Supervised Object Detection PASCAL VOC 2007 WSDDN + context MAP 36.3 # 27
Weakly Supervised Object Detection PASCAL VOC 2012 test WSDDN + context MAP 35.3 # 22

Results from Other Papers


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK SOURCE PAPER COMPARE
Weakly Supervised Object Detection Charades ContextLocNet MAP 1.12 # 4

Methods used in the Paper