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A Unified Transformer Framework for Group-based Segmentation:
  Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection
v1v2 (latest)

A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection

IEEE transactions on multimedia (IEEE TMM), 2022
9 March 2022
Qingxin Xiao
Jingliang Deng
Rui Sun
Guosheng Lin
Qingyao Wu
    ViT
ArXiv (abs)PDFHTML

Papers citing "A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection"

40 / 40 papers shown
FS-Diff: Semantic guidance and clarity-aware simultaneous multimodal image fusion and super-resolution
FS-Diff: Semantic guidance and clarity-aware simultaneous multimodal image fusion and super-resolutionInformation Fusion (Inf. Fusion), 2025
Yuchan Jie
Yushen Xu
Xiaosong Li
Fuqiang Zhou
Jianming Lv
Huafeng Li
166
14
0
11 Sep 2025
DepthFlow: Exploiting Depth-Flow Structural Correlations for Unsupervised Video Object Segmentation
DepthFlow: Exploiting Depth-Flow Structural Correlations for Unsupervised Video Object Segmentation
Suhwan Cho
Minhyeok Lee
Jungho Lee
Donghyeong Kim
Sangyoun Lee
VOS
176
0
0
26 Jul 2025
TransFlow: Motion Knowledge Transfer from Video Diffusion Models to Video Salient Object Detection
TransFlow: Motion Knowledge Transfer from Video Diffusion Models to Video Salient Object Detection
Suhwan Cho
Minhyeok Lee
Jungho Lee
Sunghun Yang
Sangyoun Lee
125
0
0
26 Jul 2025
Balancing long- and short-term dynamics for the modeling of saliency in videos
Balancing long- and short-term dynamics for the modeling of saliency in videos
Theodor Wulff
Fares Abawi
Philipp Allgeuer
Stefan Wermter
169
0
0
08 Apr 2025
Efficient Token Compression for Vision Transformer with Spatial Information Preserved
Efficient Token Compression for Vision Transformer with Spatial Information Preserved
Junzhu Mao
Yang Shen
Jinyang Guo
Yazhou Yao
Xiansheng Hua
ViT
378
2
0
30 Mar 2025
Co-Segmentation without any Pixel-level Supervision with Application to
  Large-Scale Sketch Classification
Co-Segmentation without any Pixel-level Supervision with Application to Large-Scale Sketch ClassificationAsian Conference on Computer Vision (ACCV), 2024
Nikolaos-Antonios Ypsilantis
Ondrej Chum
ViT
274
2
0
17 Oct 2024
CONDA: Condensed Deep Association Learning for Co-Salient Object DetectionEuropean Conference on Computer Vision (ECCV), 2024
Long Li
Nian Liu
Dingwen Zhang
Zhongyu Li
Salman Khan
Rao Anwer
Hisham Cholakkal
Jiawei Han
Fahad Shahbaz Khan
291
7
0
02 Sep 2024
DiverGen: Improving Instance Segmentation by Learning Wider Data
  Distribution with More Diverse Generative Data
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataComputer Vision and Pattern Recognition (CVPR), 2024
Chengxiang Fan
Huanyi Zheng
Hao Chen
Yang Liu
Weijia Wu
Huaqi Zhang
Chunhua Shen
DiffM
304
15
0
16 May 2024
A Spatial-Temporal Progressive Fusion Network for Breast Lesion
  Segmentation in Ultrasound Videos
A Spatial-Temporal Progressive Fusion Network for Breast Lesion Segmentation in Ultrasound VideosIEEE transactions on multimedia (IEEE TMM), 2024
Zhengzheng Tu
Zigang Zhu
Yayang Duan
Bo Jiang
Qishun Wang
Chaoxue Zhang
MedIm
231
1
0
18 Mar 2024
Self-supervised co-salient object detection via feature correspondence
  at multiple scales
Self-supervised co-salient object detection via feature correspondence at multiple scales
Souradeep Chakraborty
Dimitris Samaras
317
9
0
17 Mar 2024
Reframe Anything: LLM Agent for Open World Video Reframing
Reframe Anything: LLM Agent for Open World Video Reframing
Jiawang Cao
Yongliang Wu
Weiheng Chi
Wenbo Zhu
Ziyue Su
Jay Wu
173
10
0
10 Mar 2024
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection
Xin Zhang
Tao Xiao
Gepeng Ji
Xuan Wu
Keren Fu
Qijun Zhao
263
6
0
04 Mar 2024
Discriminative Consensus Mining with A Thousand Groups for More Accurate
  Co-Salient Object Detection
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object Detection
Peng Zheng
328
0
0
15 Jan 2024
Gen2Det: Generate to Detect
Gen2Det: Generate to Detect
Saksham Suri
Fanyi Xiao
Animesh Sinha
Sean Culatana
Raghuraman Krishnamoorthi
Chenchen Zhu
Abhinav Shrivastava
VLMDiffM
335
12
0
07 Dec 2023
Unsupervised and semi-supervised co-salient object detection via
  segmentation frequency statistics
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statisticsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Souradeep Chakraborty
Shujon Naha
M. Bastan
Amit Kumar K C
Dimitris Samaras
269
10
0
11 Nov 2023
Towards Open-World Co-Salient Object Detection with Generative
  Uncertainty-aware Group Selective Exchange-Masking
Towards Open-World Co-Salient Object Detection with Generative Uncertainty-aware Group Selective Exchange-Masking
Yang Wu
Shenglong Hu
Huihui Song
Kaihua Zhang
Bo Liu
Dong Liu
260
1
0
16 Oct 2023
A Spatial-Temporal Dual-Mode Mixed Flow Network for Panoramic Video
  Salient Object Detection
A Spatial-Temporal Dual-Mode Mixed Flow Network for Panoramic Video Salient Object Detection
Xiaolei Chen
Pengcheng Zhang
Zelong Du
Ishfaq Ahmad
3DPC
324
0
0
13 Oct 2023
EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention
EViT: An Eagle Vision Transformer with Bi-Fovea Self-AttentionIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2023
Yulong Shi
Mingwei Sun
Yongshuai Wang
Hui Sun
Zengqiang Chen
421
9
0
10 Oct 2023
Improving Drumming Robot Via Attention Transformer Network
Improving Drumming Robot Via Attention Transformer Network
Yang Yi
Zonghan Li
237
0
0
04 Oct 2023
Dual-Augmented Transformer Network for Weakly Supervised Semantic
  Segmentation
Dual-Augmented Transformer Network for Weakly Supervised Semantic Segmentation
Jingliang Deng
Zonghan Li
ViT
190
0
0
30 Sep 2023
COMNet: Co-Occurrent Matching for Weakly Supervised Semantic
  Segmentation
COMNet: Co-Occurrent Matching for Weakly Supervised Semantic Segmentation
Yunjiao Zhou
Jianfei Yang
Zonghan Li
261
0
0
29 Sep 2023
UniST: Towards Unifying Saliency Transformer for Video Saliency
  Prediction and Detection
UniST: Towards Unifying Saliency Transformer for Video Saliency Prediction and Detection
Jun Xiong
Peng Zhang
Chuanyue Li
Wei Huang
Yufei Zha
Tao You
ViT
169
3
0
15 Sep 2023
Salient Object Detection in Optical Remote Sensing Images Driven by
  Transformer
Salient Object Detection in Optical Remote Sensing Images Driven by TransformerIEEE Transactions on Image Processing (IEEE TIP), 2023
Gongyang Li
Zhen Bai
Z. G. Liu
Xinpeng Zhang
Haibin Ling
171
93
0
15 Sep 2023
Co-Salient Object Detection with Semantic-Level Consensus Extraction and
  Dispersion
Co-Salient Object Detection with Semantic-Level Consensus Extraction and DispersionACM Multimedia (ACM MM), 2023
Peiran Xu
Yadong Mu
173
8
0
14 Sep 2023
Zero-Shot Co-salient Object Detection Framework
Zero-Shot Co-salient Object Detection FrameworkIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Haoke Xiao
Lv Tang
Bo Li
Zhiming Luo
Shaozi Li
ObjD
356
10
0
11 Sep 2023
Semantic-Constraint Matching Transformer for Weakly Supervised Object
  Localization
Semantic-Constraint Matching Transformer for Weakly Supervised Object Localization
Yiwen Cao
Qingxin Xiao
Wenjun Wang
Yanxia Liu
Qingyao Wu
ViTWSOL
336
4
0
04 Sep 2023
Occlusion-Aware Detection and Re-ID Calibrated Network for Multi-Object
  Tracking
Occlusion-Aware Detection and Re-ID Calibrated Network for Multi-Object Tracking
Qingxin Xiao
Rui Sun
Xin Shu
Yu Zhang
Qingyao Wu
VOT
342
5
0
30 Aug 2023
AIoT-Based Drum Transcription Robot using Convolutional Neural Networks
AIoT-Based Drum Transcription Robot using Convolutional Neural Networks
Yukun Su
Yi Yang
219
1
0
29 Aug 2023
Improving Video Violence Recognition with Human Interaction Learning on
  3D Skeleton Point Clouds
Improving Video Violence Recognition with Human Interaction Learning on 3D Skeleton Point Clouds
Qingxin Xiao
Guosheng Lin
Qingyao Wu
3DH3DPC
210
6
0
26 Aug 2023
LCCo: Lending CLIP to Co-Segmentation
LCCo: Lending CLIP to Co-SegmentationPattern Recognition (Pattern Recogn.), 2023
Xin Duan
Yan Yang
Liyuan Pan
Xiabi Liu
VLM
210
4
0
22 Aug 2023
Advancing Referring Expression Segmentation Beyond Single Image
Advancing Referring Expression Segmentation Beyond Single ImageIEEE International Conference on Computer Vision (ICCV), 2023
YiXuan Wu
Zhao Zhang
Xie Chi
Feng Zhu
Rui Zhao
VLM
248
25
0
21 May 2023
Discriminative Co-Saliency and Background Mining Transformer for
  Co-Salient Object Detection
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023
Long Li
Junwei Han
Ni Zhang
Nian Liu
Salman Khan
Hisham Cholakkal
Rao Muhammad Anwer
Fahad Shahbaz Khan
ViT
160
35
0
30 Apr 2023
Saliency-aware Stereoscopic Video Retargeting
Saliency-aware Stereoscopic Video Retargeting
H. Imani
Md Baharul Islam
L. Wong
120
5
0
18 Apr 2023
Memory-aided Contrastive Consensus Learning for Co-salient Object
  Detection
Memory-aided Contrastive Consensus Learning for Co-salient Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2023
Peng Zheng
Jie Qin
Shuo Wang
Tian-Zhu Xiang
Huan Xiong
364
30
0
28 Feb 2023
Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking
  over Space and Time
Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and TimeArtificial Intelligence (AI), 2022
Elena Burceanu
Marius Leordeanu
VOS
219
0
0
15 Dec 2022
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using
  CLIP and StableDiffusion
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusionInternational Conference on Machine Learning (ICML), 2022
Hanqing Zhao
Dianmo Sheng
Jianmin Bao
Dongdong Chen
Dong Chen
...
Ce Liu
Wenbo Zhou
Qi Chu
Weiming Zhang
Neng H. Yu
VLMDiffM
245
60
0
07 Dec 2022
Panoramic Video Salient Object Detection with Ambisonic Audio Guidance
Panoramic Video Salient Object Detection with Ambisonic Audio GuidanceAAAI Conference on Artificial Intelligence (AAAI), 2022
Xiang Li
H. Cao
Shijie Zhao
Junlin Li
Li Zhang
Bhiksha Raj
298
14
0
26 Nov 2022
Mitigating and Evaluating Static Bias of Action Representations in the
  Background and the Foreground
Mitigating and Evaluating Static Bias of Action Representations in the Background and the ForegroundIEEE International Conference on Computer Vision (ICCV), 2022
Haoxin Li
Yuan Liu
Hanwang Zhang
Boyang Li
288
28
0
23 Nov 2022
Dual Progressive Transformations for Weakly Supervised Semantic
  Segmentation
Dual Progressive Transformations for Weakly Supervised Semantic Segmentation
Dong Huo
Qingxin Xiao
Qingyao Wu
ViT
270
4
0
30 Sep 2022
A Comprehensive Survey on Video Saliency Detection with Auditory
  Information: the Audio-visual Consistency Perceptual is the Key!
A Comprehensive Survey on Video Saliency Detection with Auditory Information: the Audio-visual Consistency Perceptual is the Key!
Chenglizhao Chen
Mengke Song
Wenfeng Song
Li Guo
Muwei Jian
241
37
0
20 Jun 2022
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