Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 476–500 of 13072 papers

Title	Date	Tasks	Status	Hype
Per-Pixel Classification is Not All You Need for Semantic Segmentation	Jul 13, 2021	AllClassification	CodeCode Available	2
Learning Semantic Segmentation of Large-Scale Point Clouds with Random Sampling	Jul 6, 2021	SegmentationSemantic Segmentation	CodeCode Available	2
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images	Apr 25, 2021	DecoderSegmentation	CodeCode Available	2
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation	Feb 8, 2021	Cardiac SegmentationDecoder	CodeCode Available	2
Bottleneck Transformers for Visual Recognition	Jan 27, 2021	image-classificationImage Classification	CodeCode Available	2
Simplifying Object Segmentation with PixelLib Library	Jan 20, 2021	Image ClassificationInstance Segmentation	CodeCode Available	2
Boundary-Aware Segmentation Network for Mobile and Web Applications	Jan 12, 2021	Camouflaged Object SegmentationDecoder	CodeCode Available	2
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers	Dec 31, 2020	DecoderMedical Image Segmentation	CodeCode Available	2
SegFix: Model-Agnostic Boundary Refinement for Segmentation	Jul 8, 2020	modelSegmentation	CodeCode Available	2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution	Jun 3, 2020	Instance SegmentationObject	CodeCode Available	2
Segmentation Loss Odyssey	May 27, 2020	Image SegmentationMedical Image Segmentation	CodeCode Available	2
Label Efficient Visual Abstractions for Autonomous Driving	May 20, 2020	Autonomous DrivingSegmentation	CodeCode Available	2
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation	Apr 5, 2020	Real-Time Semantic SegmentationSegmentation	CodeCode Available	2
SOLOv2: Dynamic and Fast Instance Segmentation	Mar 23, 2020	Instance Segmentationobject-detection	CodeCode Available	2
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds	Nov 25, 2019	3D Semantic SegmentationLIDAR Semantic Segmentation	CodeCode Available	2
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder	Nov 20, 2019	BlockingDecoder	CodeCode Available	2
Real-time Scene Text Detection with Differentiable Binarization	Nov 20, 2019	BinarizationOptical Character Recognition (OCR)	CodeCode Available	2
DeepGCNs: Making GCNs Go as Deep as CNNs	Oct 15, 2019	3D Point Cloud Classification3D Semantic Segmentation	CodeCode Available	2
A Pilot Study for Chinese SQL Semantic Parsing	Sep 29, 2019	Cross-Lingual Word EmbeddingsQuestion Answering	CodeCode Available	2
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation	Sep 24, 2019	DecoderObject	CodeCode Available	2
Asymmetric Non-local Neural Networks for Semantic Segmentation	Aug 21, 2019	GPUSegmentation	CodeCode Available	2
Interlaced Sparse Self-Attention for Semantic Segmentation	Jul 29, 2019	SegmentationSemantic Segmentation	CodeCode Available	2
Co-Occurrent Features in Semantic Segmentation	Jun 1, 2019	SegmentationSemantic Segmentation	CodeCode Available	2
Video Instance Segmentation	May 12, 2019	Instance SegmentationSegmentation	CodeCode Available	2
A large annotated medical image dataset for the development and evaluation of segmentation algorithms	Feb 25, 2019	BenchmarkingSegmentation	CodeCode Available	2

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All datasets SA-1B .MFSD MMFlood SimGas

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	unSAM+ (Semi-supervised)	Average Precision	42.8	—	Unverified
2	SAM	Average Precision	38.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HNN	10%	20	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ABANet	F1 Score	96.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ResNet50 + DeepLabV3+	F1 score	0.77	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LangGas	IoU	0.69	—	Unverified