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20212024
most citedBilateral Reference for High-Resolution Dichotomous Image Segmentation

74 citations · 171 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2024

Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object Detection

Peng Zheng

Co-Salient Object Detection (CoSOD) is a rapidly growing task, extended from Salient Object Detection (SOD) and Common Object Segmentation (Co-Segmentation). It is aimed at detecti…

cs.CV2024★ 74 cited

Bilateral Reference for High-Resolution Dichotomous Image Segmentation

Peng Zheng, Dehong Gao, Deng-Ping Fan +4

We introduce a novel bilateral reference framework (BiRefNet) for high-resolution dichotomous image segmentation (DIS). It comprises two essential components: the localization modu…

cs.CV2023★ 1 cited

Memory-aided Contrastive Consensus Learning for Co-salient Object Detection

Peng Zheng, Jie Qin, Shuo Wang +2

Co-Salient Object Detection (CoSOD) aims at detecting common salient objects within a group of relevant source images. Most of the latest works employ the attention mechanism for f…

cs.CV2022★ 46 cited

GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector

Peng Zheng, Huazhu Fu, Deng-Ping Fan +5

In this paper, we present a novel end-to-end group collaborative learning network, termed GCoNet+, which can effectively and efficiently (250 fps) identify co-salient objects in na…

cs.CV2021★ 49 cited

Facial-Sketch Synthesis: A New Challenge

Deng-Ping Fan, Ziling Huang, Peng Zheng +3

This paper aims to conduct a comprehensive study on facial-sketch synthesis (FSS). However, due to the high costs of obtaining hand-drawn sketch datasets, there lacks a complete be…

cs.CV2021

MovieNet-PS: A Large-Scale Person Search Dataset in the Wild

Jie Qin, Peng Zheng, Yichao Yan +3

Person search aims to jointly localize and identify a query person from natural, uncropped images, which has been actively studied over the past few years. In this paper, we delve…

cs.CV2021★ 1 cited

Efficient Person Search: An Anchor-Free Approach

Yichao Yan, Jinpeng Li, Jie Qin +2

Person search aims to simultaneously localize and identify a query person from realistic, uncropped images. To achieve this goal, state-of-the-art models typically add a re-id bran…