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Scene Parsing

Scene parsing is to segment and parse an image into different image regions associated with semantic categories, such as sky, road, person, and bed. MIT Description

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 11–20 of 199 papers

Title	Date	Tasks	Status	Hype
Uni-3D: A Universal Model for Panoptic 3D Scene Reconstruction	Jan 1, 2023	3D Scene ReconstructionImage Segmentation	CodeCode Available	1
VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum Modeling	Oct 20, 2022	Representation LearningScene Parsing	CodeCode Available	1
Boosting Night-time Scene Parsing with Learnable Frequency	Aug 30, 2022	Autonomous DrivingScene Parsing	CodeCode Available	1
A Dense Material Segmentation Dataset for Indoor and Outdoor Scene Parsing	Jul 21, 2022	Material ClassificationMaterial Recognition	CodeCode Available	1
Plane Geometry Diagram Parsing	May 19, 2022	Geometry Problem SolvingGraph Neural Network	CodeCode Available	1
TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop Scenes	Mar 17, 2022	3D Semantic Segmentationobject-detection	CodeCode Available	1
Edge-aware Guidance Fusion Network for RGB Thermal Scene Parsing	Dec 9, 2021	Scene ParsingThermal Image Segmentation	CodeCode Available	1
Mesh Convolution with Continuous Filters for 3D Surface Parsing	Dec 3, 2021	GPUScene Parsing	CodeCode Available	1
Pointly-supervised 3D Scene Parsing with Viewpoint Bottleneck	Sep 17, 2021	Contrastive LearningRepresentation Learning	CodeCode Available	1
BORM: Bayesian Object Relation Model for Indoor Scene Recognition	Aug 1, 2021	ObjectRelation	CodeCode Available	1

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All datasets PGDP5K Cityscapes test

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	PGDPNet	Total Accuracy	84.7	—	Unverified
2	Inter-GPS	Total Accuracy	27.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	VCD No Coarse	mIoU	82.3	—	Unverified