BASNet: Boundary-Aware Salient Object Detection

CVPR 2019 Xuebin Qin Zichen Zhang Chenyang Huang Chao Gao Masood Dehghan Martin Jagersand

Deep Convolutional Neural Networks have been adopted for salient object detection and achieved the state-of-the-art performance. Most of the previous works however focus on region accuracy but not on the boundary quality... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK LEADERBOARD
Salient Object Detection DUT-OMRON BASNet MAE 0.056 # 2
Salient Object Detection DUTS-TE BASNet MAE 0.047 # 2
Salient Object Detection ECSSD BASNet MAE 0.037 # 1
Salient Object Detection HKU-IS BASNet MAE 0.032 # 2
Salient Object Detection PASCAL-S BASNet MAE 0.076 # 4
Salient Object Detection SOD BASNet MAE 0.114 # 3

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet