Instance Segmentation

CVPR 2024arXiv:2312.11557

#2

SAI3D: Segment Any Instance in 3D Scenes

Yingda Yin, Yuzheng Liu, Yang Xiao et al.

76

CVPR 2024arXiv:2402.16846

#3

GROUNDHOG: Grounding Large Language Models to Holistic Segmentation

Yichi Zhang, Ziqiao Ma, Xiaofeng Gao et al.

75

CVPR 2024arXiv:2311.12386

#4

Point Segment and Count: A Generalized Framework for Object Counting

Zhizhong Huang, Mingliang Dai, Yi Zhang et al.

45

AAAI 2024arXiv:2312.13783

#5

Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection

Soopil Kim, Sion An, Philip Chikontwe et al.

few-shot segmentationlogical anomaly detectionpart segmentationindustrial anomaly detection+4

38

CVPR 2024arXiv:2304.02970

#6

Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation

Yuanhong Chen, Yuyuan Liu, Hu Wang et al.

34

CVPR 2024arXiv:2404.11732

#7

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach

Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal et al.

visual promptingfew-shot segmentationtransformer decodermulti-scale approach+3

21

ECCV 2024arXiv:2402.16392

#8

Semantic and Sequential Alignment for Referring Video Object Segmentation

Feiyu Pan, Hao Fang, Fangkai Li et al.

Placing Objects in Context via Inpainting for Out-of-distribution Segmentation

Pau de Jorge Aranda, Riccardo Volpi, Puneet Dokania et al.

semantic segmentationout-of-distribution segmentationanomaly segmentationdiffusion models+3

10

ECCV 2024arXiv:2407.10084

#10

Part2Object: Hierarchical Unsupervised 3D Instance Segmentation

cheng Shi, Yulin zhang, Bin Yang et al.

unsupervised 3d instance segmentationpoint cloud segmentationhierarchical clusteringobjectness priors+2

10

AAAI 2024arXiv:2303.17594

#11

MobileInst: Video Instance Segmentation on the Mobile

Renhong Zhang, Tianheng Cheng, Shusheng Yang et al.

video instance segmentationmobile vision transformerquery-based instance decodermask kernel generation+4

10

ICLR 2025arXiv:2410.18538

#12

SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation

Jihuai Zhao, Junbao Zhuo, Jiansheng Chen et al.

SMITE: Segment Me In TimE

Amirhossein Alimohammadi, Sauradip Nag, Saeid Asgari et al.

video object segmentationdiffusion modelsarbitrary granularity segmentationmask consistency tracking+2

7

CVPR 2024arXiv:2405.20729

#14

Extreme Point Supervised Instance Segmentation

Hyeonjun Lee, Sehyun Hwang, Suha Kwak

7

CVPR 2025arXiv:2411.16310

#15

Functionality Understanding and Segmentation in 3D Scenes

Jaime Corsetti, Francesco Giuliari, Alice Fasoli et al.

6

ICCV 2025arXiv:2412.01562

#16

Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous Circle

Miroslav Purkrabek, Jiri Matas

human pose estimationinstance segmentationmulti-body scenesobject detection+3

3

ECCV 2024arXiv:2409.14627

#17

SOS: Segment Object System for Open-World Instance Segmentation With Object Priors

Christian Wilms, Tim Rolff, Maris N Hillemann et al.

open-world instance segmentationfoundation model promptingself-supervised vision transformerspseudo annotation generation+2

3

CVPR 2025arXiv:2504.01383

#18

UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery

Dianmo Sheng, Dongdong Chen, Zhentao Tan et al.

v-CLR: View-Consistent Learning for Open-World Instance Segmentation

Chang-Bin Zhang, Jinhong Ni, Yujie Zhong et al.

open-world instance segmentationappearance-invariant representationcross-view consistencyobject proposal generation+2

2

ECCV 2024arXiv:2409.01353

#20

From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation

Yunfei Xie, Cihang Xie, Alan Yuille et al.

hierarchical transformer modelpart segmentationobject segmentationlocal aggregation+4

2

ICCV 2025arXiv:2504.11024

#21

Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation

Andrea Simonelli, Norman Müller, Peter Kontschieder

3d interactive segmentationvoxel-based sparse encodertransformer-based decoderimplicit click fusion+3

NEURIPS 2025arXiv:2512.07599

#22

Online Segment Any 3D Thing as Instance Tracking

Hanshi Wang, Cai Zijian, Jin Gao et al.

3d instance segmentationinstance trackingobject queriestemporal information propagation+4

AAAI 2025arXiv:2504.07691

#23

Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation

Yanglin Huang, Kai Hu, Yuan Zhang et al.

knowledge distillationsemantic segmentationheterogeneous architecturescnn-transformer distillation+3

CVPR 2025arXiv:2503.21854

#24

Foveated Instance Segmentation

Hongyi Zeng, Wenxuan Liu, Tianhua Xia et al.

instance segmentationaugmented realityvirtual realityfoveated rendering+3

CVPR 2024arXiv:2403.03477

#25

Insightful Instance Features for 3D Instance Segmentation

Wonseok Roh, Hwanhee Jung, Giljoo Nam et al.

Beyond Pixel and Object: Part Feature as Reference for Few-Shot Video Object Segmentation

Naisong Luo, Guoxin Xiong, Tianzhu Zhang

Learning to Segment Referred Objects from Narrated Egocentric Videos

Yuhan Shen, Huiyu Wang, Xitong Yang et al.

Continual Segmentation with Disentangled Objectness Learning and Class Recognition

Yizheng Gong, Siyue Yu, Xiaoyang Wang et al.

CVPR 2025arXiv:2506.17891

#29

Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation

Wenxuan Wang, Tongtian Yue, Yisi Zhang et al.

Mudslide: A Universal Nuclear Instance Segmentation Method

Jun Wang

Relation3D : Enhancing Relation Modeling for Point Cloud Instance Segmentation

Edward LOO, Jiacheng Deng

point cloud segmentation3d instance segmentationtransformer-based methodsrelation modeling+4

CVPR 2024arXiv:2402.05917

#32

Holistic Correction with Object Prototype for Video Object Segmentation

Shengye Qiao, Changqun Xia, Yanjie Liang et al.

Point-VOS: Pointing Up Video Object Segmentation

Sabarinath Mahadevan, Idil Esen Zulfikar, Paul Voigtlaender et al.

CVPR 2024arXiv:2311.17922

#34

Multi-modal Segment Anything Model for Camouflaged Scene Segmentation

Guangyu Ren, Hengyan Liu, Michalis Lazarou et al.

A Simple Recipe for Language-guided Domain Generalized Segmentation

Mohammad Fahes, TUAN-HUNG VU, Andrei Bursuc et al.

CVPR 2024arXiv:2403.07532

#36

LOMM: Latest Object Memory Management for Temporally Consistent Video Instance Segmentation

Seunghun Lee, Jiwan Seo, Minwoo Choi et al.

Open-World Semantic Segmentation Including Class Similarity

Matteo Sodano, Federico Magistri, Lucas Nunes et al.

CVPR 2025arXiv:2503.22268

#38

Segment Any Motion in Videos

Nan Huang, Wenzhao Zheng, Chenfeng Xu et al.

CVPR 2024arXiv:2311.16516

#39

Minimizing Labeled, Maximizing Unlabeled: An Image-Driven Approach for Video Instance Segmentation

Fangyun Wei, Jinjing Zhao, Kun Yan et al.

Segment Every Out-of-Distribution Object

Wenjie Zhao, Jia Li, Xin Dong et al.

ICLR 2024arXiv:2404.11957

#41

Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior

Wonseok Roh, Hwanhee Jung, Giljoo Nam et al.

The Devil is in the Object Boundary: Towards Annotation-free Instance Segmentation using Foundation Models

cheng shi, Sibei Yang

#43

Prompt-Driven Referring Image Segmentation with Instance Contrasting

Chao Shang, Zichen Song, Heqian Qiu et al.

Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge

Bo Zou, Shaofeng Wang, Hao Liu et al.

Prompting Multi-Modal Image Segmentation with Semantic Grouping

AAAI 2024