Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning

Chen, Yuhua, Pont-Tuset, Jordi, Montes, Alberto, Gool, Luc Van·2018·2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
DOI 10.1109/cvpr.2018.00130

Cited by (275)

Items 201–275 of 275

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  4. Global video object segmentation with spatial constraint module
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  6. SiamMaskAttn: inverted residual attention block fusing multi-scale feature information for multitask visual object tracking networks
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  7. SAT-MTB-SOS: A Benchmark Dataset for Satellite Video Single Object Segmentation
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  9. Effective and efficient approach for gesture detection in video through monocular RGB frames
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  10. Exploiting recollection effects for memory-based video object segmentation
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  11. Real Time Compressed Video Object Segmentation
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  12. Unsupervised Visual Learning: From Pixels to Seeing
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  13. Supervised Few-Shot Image Segmentation with Deep Metric Learning
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  14. Discriminative Online Learning for Fast Video Object Segmentation
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  15. Spacetime Graph Optimization for Video Object Segmentation
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  16. Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking
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  17. Tag-Based Attention Guided Bottom-Up Approach for Video Instance Segmentation
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  18. Lightweight video object segmentation algorithm based on adaptive weight update
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  19. IDPro: Flexible Interactive Video Object Segmentation by ID-Queried Concurrent Propagation
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  20. Interactive Segmentation With Prototype Learning for Few-Shot Root Annotation
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  21. Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation
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  22. Mask-Guided Self-Supervised Video Object Segmentation
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  23. Automatic Annotation of Object Instances by Region-Based Recurrent Neural Networks
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  24. Adversarial task-specific learning
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  25. LGFF-Net: Airport Video Object Segmentation based on Local-Global Feature Fusion Network
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  26. Spatio-temporal compression for semi-supervised video object segmentation
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  27. Sequential Clique Optimization for Unsupervised and Weakly Supervised Video Object Segmentation
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  28. Multi-modality Fusion for Siamese Network Based RGB-T Tracking (mfSiamTrack)
    A. V. Chithra, Deepak Mishra · 2023 · Communications in computer and information science
  29. Multi-scale Deep Feature Transfer for Automatic Video Object Segmentation
    Zhen Yang, Qingxuan Shi, Yichuan Fang · 2023 · Neural Processing Letters
  30. CT-VOS: Cutout prediction and tagging for self-supervised video object segmentation
    Jyoti Kini, Fahad Shahbaz Khan, Salman Hameed Khan, Mubarak A. Shah · 2023 · Computer Vision and Image Understanding
  31. Video object segmentation by multi-scale attention using bidirectional strategy
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  32. A Spatiotemporal Mask Autoencoder for One-shot Video Object Segmentation
    Bai-Yu Chen, Li Zhao, Sixian Chan · 2024 · International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML)
  33. DSA: Discriminative Scatter Analysis for Early Smoke Segmentation
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  34. Visual Coin-Tracking: Tracking of Planar Double-Sided Objects
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  35. Mask-Ranking Network for Semi-supervised Video Object Segmentation
    Wen J. Li, Xiang Zhang, Yujie Hu, Yingqi Tang · 2021 · Lecture notes in computer science
  36. Siamese Dynamic Mask Estimation Network for Fast Video Object Segmentation
    Dexiang Hong, Guorong Li, Kai Xu, Li Ping Su, Qingming Huang · 2021 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  37. Hierarchical Embedding Guided Network for Video Object Segmentation
    Chin-Hsuan Shih, Wen-Jiin Tsai · 2021 · Proceedings - International Conference on Image Processing
  38. COMatchNet: Co-Attention Matching Network for Video Object Segmentation
    Lufei Huang, Fengming Sun, Xia Yuan · 2022 · Lecture notes in computer science
  39. Interactive Full Image Segmentation.
    Eirikur Agustsson, Jasper Uijlings, Vittorio Ferrari · 2018 · arXiv (Cornell University)
  40. Fast Video Object Segmentation via Mask Transfer Network
    Tao Zhuo, Zhiyong Cheng, Mohan Kankanhalli · 2019 · arXiv (Cornell University)
  41. Video Panoptic Segmentation
    Dahun Kim, Sanghyun Woo, Joon‐Young Lee, In So Kweon · 2020 · arXiv (Cornell University)
  42. Improving Image co-segmentation via Deep Metric Learning
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  43. Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps
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  44. Workshop on Interactive and Adaptive Learning in an Open World
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  46. Adaptive Online Learning for Video Object Segmentation
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  47. PPML: Metric Learning with Prior Probability for Video Object Segmentation
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  48. Distance-Guided Mask Propagation Model for Efficient Video Object Segmentation
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  49. Aggregating Spatio-temporal Context for Video Object Segmentation
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  51. Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild
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  52. Learning Object Deformation and Motion Adaption for Semi-supervised Video Object Segmentation
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  53. Higher-Order Conditional Random Field established with CNNs for Video Object Segmentation
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  54. Learning Memory Propagation And Matching For Semi-Supervised Video Object Segmentation
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  55. Attention-Guided Memory Model for Video Object Segmentation
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  56. Video Object Segmentation Based on Guided Feature Transfer Learning
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  57. A Semi-supervised Video Object Segmentation Method Based on Adaptive Memory Module
    Shaohua Yang, Zhiming Luo, Donglin Cao, Dazhen Lin, Songzhi Su, Shaozi Li · 2022 · Communications in computer and information science
  58. Local Memory Read-and-Comparator for Video Object Segmentation
    Yuk Heo, Yeong Jun Koh, Chang‐Su Kim · 2022 · IEEE Access
  59. Asymmetric Label Propagation for Video Object Segmentation
    Zhen Chen, Ming–Hsuan Yang, Shiliang Steven Zhang · 2022 · ACM International Conference on Multimedia in Asia (MMAsia)
  60. Semi-supervised Video Object Segmentation based on External Memory Attention
    Jiyun Kim, Sungeun Hong · 2023 · Journal of Broadcast Engineering
  61. VOS
    Ning Xu, Weiyao Lin, Xiankai Lu, Yunchao Wei · 2023 · Synthesis lectures on computer vision
  62. YouTubeVOS Challenges
    Ning Xu, Weiyao Lin, Xiankai Lu, Yunchao Wei · 2023 · Synthesis lectures on computer vision
  63. Kernel based local matching network for video object segmentation
    Guoqiang Wang, Lan Li, Min Zhu, Rui Zhao, Xiang Zhang · 2024 · Machine Vision and Applications
  64. Training Sequential CAG Segmentation Models Without Labeled CAG Video Data
    Ting-Chia Yao, Kai-Wen Lin, Chih‐Kuo Lee, Po‐Hsuan Tseng, Che–Rung Lee · 2024 · IEEE Annual International Computer Software and Applications Conference (COMPSAC)
  65. Solving Interactive Video Object Segmentation with Label-Propagating Neural Networks
    Viktor Varga, Milán Szász · 2024 · International Joint Conference on Neural Networks (IJCNN)
  66. X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation
    Pinxue Guo, Wanyun Li, Hao Huang, Lingyi Hong, Xinyu Zhou, Zhaoyu Chen, J Li, Kaixun Jiang, Wei Zhang, Wenqiang Zhang · 2024 · ACM International Conference on Multimedia (ACM MM)
  67. Graph Neural Networks for Video Object Segmentation
    Weibin Liu, Huaqing Hao, Hui Wang, Zhiyuan Zou, Weiwei Xing · 2024 · Springer eBooks
  68. D 3 Net: A Distribution-Driven Deep Network for Radiotherapy Dose Prediction
    Lu Wen, Jianghong Xiao, Zhenghao Feng, Xiao Chen, Jiliu Zhou, Xingchen Peng, Yan Wang · 2025 · IEEE Transactions on Radiation and Plasma Medical Sciences
  69. CAMVOS: Leveraging Context and Memory for Advanced Video Object Segmentation
    Waqas Arshid, Mohammad Awrangjeb, Alan Wee‐Chung Liew, Yongsheng Gao · 2024 · International Conference on Digital Image Computing: Techniques and Applications (DICTA)
  70. ClickVOS: Click Video Object Segmentation
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  71. Video inpainting and semi-supervised object removal
    Thuc Trinh Le · 2019 · theses.fr (ABES)
  72. Dynamic visual saliency in image sequences
    Léo Maczyta · 2020 · theses.fr (ABES)
  73. Segmentation d'instance dans des images fisheye et détection de points clés de squelette dans des vidéos : application à la vidéoprotection à bord du futur train autonome
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  74. UAMP: Consistent video object segmentation with uncertainty-aware memory propagation
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  75. OCTA Vessel Segmentation via UNet Transformers and Deformable Receptive Fields: A Motion-Artefact-Resilient Deep Learning Framework
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