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Motion Guided Attention for Video Salient Object Detection
Haofeng Li, Guanqi Chen, Guanbin Li +1
Video salient object detection aims at discovering the most visually distinctive objects in a video. How to effectively take object motion into consideration during video salient o…
ROSA: Robust Salient Object Detection against Adversarial Attacks
Haofeng Li, Guanbin Li, Yizhou Yu
Recently salient object detection has witnessed remarkable improvement owing to the deep convolutional neural networks which can harvest powerful features for images. In particular…
Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks
Xiang He, Sibei Yang, Guanbin Li? +3
Recent progress in biomedical image segmentation based on deep convolutional neural networks (CNNs) has drawn much attention. However, its vulnerability towards adversarial samples…
Harvesting Visual Objects from Internet Images via Deep Learning Based Objectness Assessment
Kan Wu, Guanbin Li, Haofeng Li +2
The collection of internet images has been growing in an astonishing speed. It is undoubted that these images contain rich visual information that can be useful in many application…