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Keyword

instance segmentation

Description: A computer vision task that identifies and delineates each individual object in an image, assigning separate masks to distinct instances.
OpenAlex ID: keywords/instance-segmentation
Microsoft COCO: Common Objects in Context
2014 · Tsung-Yi Lin, Michael Maire, et al. · Lecture notes in computer science · 45,278
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Mask R-CNN
2017 · Kaiming He, Georgia Gkioxari, et al. · IEEE International Conference on Computer Vision (ICCV) · 29,018
The Cityscapes Dataset for Semantic Urban Scene Understanding
2016 · Marius Cordts, Mohamed Omran, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 12,397
Path Aggregation Network for Instance Segmentation
2018 · Shu Liu, Lu Qi, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 9,934
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ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
2020 · Qilong Wang, Banggu Wu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 9,541
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FCOS: Fully Convolutional One-Stage Object Detection
2019 · Zhi Tian, Chunhua Shen, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 6,977
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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
2021 · Wenhai Wang, Enze Xie, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 5,233
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
2019 · Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, et al. · IEEE Transactions on Medical Imaging · 4,431
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Image Segmentation Using Deep Learning: A Survey
2021 · Shervin Minaee, Yuri Y. Boykov, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 3,785
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Multi-task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
2018 · Roberto Cipolla, Yarin Gal, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,523
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Masked-attention Mask Transformer for Universal Image Segmentation
2022 · Bowen Cheng, Ishan Misra, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,508
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Mask R-CNN
2018 · Kaiming He, Georgia Gkioxari, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 3,453
CCNet: Criss-Cross Attention for Semantic Segmentation
2019 · Zilong Huang, Xinggang Wang, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 3,039
Deep Learning for Generic Object Detection: A Survey
2019 · Li Liu, Wanli Ouyang, et al. · International Journal of Computer Vision · 2,949
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Deformable ConvNets V2: More Deformable, Better Results
2019 · Xizhou Zhu, Han Hu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,902
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YOLACT: Real-Time Instance Segmentation
2019 · Daniel Bolya, Chong Zhou, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 2,526
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MMDetection: Open MMLab Detection Toolbox and Benchmark
2019 · Chen, Kai, Wang, Jiaqi, et al. · arXiv (Cornell University) · 2,225
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Cascade R-CNN: High Quality Object Detection and Instance Segmentation
2019 · Zhaowei Cai, Nuno Vasconcelos · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,951
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Semantic Understanding of Scenes Through the ADE20K Dataset
2018 · Bolei Zhou, Hang Zhao, et al. · International Journal of Computer Vision · 1,825
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Panoptic Segmentation
2019 · Alexander Kirillov, Kaiming He, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,642
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Hybrid Task Cascade for Instance Segmentation
2019 · Kai Chen, Jiangmiao Pang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,583
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Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation
2021 · Zhaohui Zheng, Ping Wang, et al. · IEEE Transactions on Cybernetics · 1,533
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Learning Rich Features from RGB-D Images for Object Detection and Segmentation
2014 · Saurabh Gupta, Ross Girshick, et al. · Lecture notes in computer science · 1,529
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FcaNet: Frequency Channel Attention Networks
2021 · Zequn Qin, Pengyi Zhang, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 1,485
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Panoptic Feature Pyramid Networks
2019 · Alexander Kirillov, Ross Girshick, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,452
Works count: 10,370
Citation count: 339,600
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