Search Results for author: Mingcan Ma

Found 3 papers, 2 papers with code

Pyramid Grafting Network for One-Stage High Resolution Saliency Detection

1 code implementation CVPR 2022 Chenxi Xie, Changqun Xia, Mingcan Ma, Zhirui Zhao, Xiaowu Chen, Jia Li

An attention-based Cross-Model Grafting Module (CMGM) is proposed to enable CNN branch to combine broken detailed information more holistically, guided by different source feature during decoding process.

Ranked #5 on RGB Salient Object Detection on UHRSD (using extra training data)

4k 8k +5

Receptive Field Broadening and Boosting for Salient Object Detection

no code implementations15 Oct 2021 Mingcan Ma, Changqun Xia, Chenxi Xie, Xiaowu Chen, Jia Li

Moreover, Unlike multi-path parallel training, MHB randomly selects one branch each time for gradient back propagation in a boosting way.

Object object-detection +3

Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss

1 code implementation18 Dec 2019 Jia Li, Jinming Su, Changqun Xia, Mingcan Ma, Yonghong Tian

Through these two attentions, we use the Purificatory Mechanism to impose strict weights with different regions of the whole salient objects and purify results from hard-to-distinguish regions, thus accurately predicting the locations and details of salient objects.

object-detection RGB Salient Object Detection +1

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