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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 14751–14763 of 14763 papers

Title	Date	Tasks	Status	Hype
Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures	Dec 1, 2010	Image SegmentationSegmentation	—Unverified	0
Maximin affinity learning of image segmentation	Dec 1, 2009	BIG-bench Machine Learninggraph partitioning	—Unverified	0
A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation	Dec 1, 2009	ClusteringImage Clustering	—Unverified	0
Region-based Segmentation and Object Detection	Dec 1, 2009	General ClassificationImage Segmentation	—Unverified	0
Nonparametric Bayesian Texture Learning and Synthesis	Dec 1, 2009	Image SegmentationSemantic Segmentation	—Unverified	0
A Semi-automatic System for Ground Truth Generation of Soccer Video Sequences	Oct 6, 2009	ObjectObject Tracking	—Unverified	0
Nuclei Segmentation In Microscope Cell Images: A Hand-Segmented Dataset And Comparison Of Algorithms	Jun 28, 2009	Image SegmentationSegmentation	—Unverified	0
Cascaded Classification Models: Combining Models for Holistic Scene Understanding	Dec 1, 2008	3D Reconstruction3D Scene Reconstruction	—Unverified	0
Multi-Dimensional Recurrent Neural Networks	May 14, 2007	Handwriting RecognitionImage Segmentation	CodeCode Available	0
Image Segmentation by Uniform Color Clustering Approach and Benchmark Results	Jun 3, 2005	ClusteringImage Retrieval	—Unverified	0
Image Segmentation Based on Watershed and Edge Detection Techniques	Feb 13, 2005	ClusteringEdge Detection	—Unverified	0
Unsupervised image segmentation using a simple MRF model with a new implementation scheme	Apr 27, 2004	Image SegmentationSegmentation	—Unverified	0
SHAMANN: Shared Memory Augmented Neural Networks	—	SegmentationSemantic Segmentation	—Unverified	0

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All datasets ADE20K NYU-Depth V2 Cityscapes test Cityscapes val ADE20K val PASCAL Context S3DIS Area5 PASCAL VOC 2012 test S3DIS ScanNet SUN-RGBD DensePASS

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	InternImage-H (M3I Pre-training)	Params (M)	1,310	—	Unverified
2	ViT-P (InternImage-H)	Validation mIoU	63.6	—	Unverified
3	ONE-PEACE	Validation mIoU	63	—	Unverified
4	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
5	InternImage-H	Validation mIoU	62.9	—	Unverified
6	BEiT-3	Validation mIoU	62.8	—	Unverified
7	EVA	Validation mIoU	62.3	—	Unverified
8	ViT-P (OneFormer, InternImage-H)	Validation mIoU	61.6	—	Unverified
9	ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)	Validation mIoU	61.5	—	Unverified
10	FD-SwinV2-G	Validation mIoU	61.4	—	Unverified