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Everything about Object co-segmentation
Image segmentation in computer vision
In computer vision, object co-segmentation is a special case of image segmentation, which is defined as jointly segmenting semantically similar objects in multiple images or video frames. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Object co-segmentationA 5-minute orientation
- Skim a recent paper: Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance SegmentationInfluential work since 2022
- Pick up a classic book: Advances in Multimedia ModelingThe most-reprinted book on the subject
- Read the landmark paper: Saliency-Aware Video Object SegmentationCited 443 times
- Go sideways: Video imprint (computer vision)A closely related topic
- Go sideways: Image segmentationA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Saliency-Aware Video Object Segmentation
Video Object Segmentation and Tracking
Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering
Robust Object Co-Segmentation Using Background Prior
Minimal surfaces based object segmentation
Object Co-Segmentation Based on Shortest Path Algorithm and Saliency Model
A Unified Transformer Framework for Group-Based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection
Part Segmentation for Object Recognition
🆕 Influential since 2022
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation
Scribble-Supervised Video Object Segmentation
A Survey on Object Instance Segmentation
Camouflaged Object Segmentation with Omni Perception
Semi-Supervised Video Object Segmentation via Learning Object-Aware Global-Local Correspondence
📚 Books worth reading
Advances in Multimedia ModelingShipeng Li · 2012
Treaty Occupationay ToxicologySuelen Queiroz · 2010
The Conspirators HierarchyJohn Coleman · 1992
Trends and Topics in Computer VisionKiriakos N. Kutulakos · 2012
Intelligent Information and Database SystemsAli Selamat · 2013
Interactive Co-segmentation of Objects in Image CollectionsDhruv Batra · 2011
Chinese Lexical SemanticsDonghong Ji · 2013
Advances in Computing, Communication, and ControlSrija Unnikrishnan · 2013
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
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