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

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Showing 176–199 of 199 papers

Title	Date	Tasks	Status
What's There in the Dark	Sep 24, 2019	Autonomous DrivingScene Parsing	CodeCode Available
PSANet: Point-wise Spatial Attention Network for Scene Parsing	Sep 1, 2018	PositionScene Parsing	CodeCode Available
FLOAT: Factorized Learning of Object Attributes for Improved Multi-object Multi-part Scene Parsing	Mar 30, 2022	2D Semantic SegmentationObject	CodeCode Available
Few-Shot Fruit Segmentation via Transfer Learning	May 4, 2024	Few-Shot Semantic SegmentationScene Parsing	CodeCode Available
Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions	Jul 27, 2019	Scene ParsingSegmentation	CodeCode Available
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images	Nov 1, 2020	Scene ParsingSemantic Segmentation	CodeCode Available
Structured Knowledge Distillation for Dense Prediction	Mar 11, 2019	Depth EstimationGeneral Classification	CodeCode Available
Structured Knowledge Distillation for Semantic Segmentation	Jun 1, 2019	General Classificationimage-classification	CodeCode Available
Recurrent Scene Parsing with Perspective Understanding in the Loop	May 20, 2017	Depth EstimationMonocular Depth Estimation	CodeCode Available
Applying Unsupervised Semantic Segmentation to High-Resolution UAV Imagery for Enhanced Road Scene Parsing	Feb 5, 2024	Language ModellingRepresentation Learning	CodeCode Available
Convolutional Neural Network Language Models	Nov 1, 2016	Document ClassificationGeneral Classification	CodeCode Available
Dynamic Multi-Scale Filters for Semantic Segmentation	Oct 1, 2019	Scene ParsingSegmentation	CodeCode Available
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data	Apr 1, 2019	Scene ParsingScene Understanding	CodeCode Available
Synscapes: A Photorealistic Synthetic Dataset for Street Scene Parsing	Oct 19, 2018	Scene ParsingStreet Scene Parsing	CodeCode Available
What's There in the Dark	Sep 24, 2019	Scene ParsingSemantic Segmentation	CodeCode Available
Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF	Jul 1, 2017	Image SegmentationScene Parsing	CodeCode Available
Dual-Glance Model for Deciphering Social Relationships	Aug 2, 2017	modelobject-detection	CodeCode Available
DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map	May 13, 2018	Autonomous DrivingCamera Pose Estimation	CodeCode Available
Semantic Understanding of Scenes through the ADE20K Dataset	Aug 18, 2016	Scene ParsingSegmentation	CodeCode Available
SalientDSO: Bringing Attention to Direct Sparse Odometry	Feb 28, 2018	feature selectionScene Parsing	CodeCode Available
Adaptive Pyramid Context Network for Semantic Segmentation	Jun 1, 2019	Scene ParsingSegmentation	CodeCode Available
Boosting Real-Time Driving Scene Parsing with Shared Semantics	Sep 16, 2019	Autonomous DrivingScene Parsing	CodeCode Available
Complete 3D Scene Parsing from an RGBD Image	Oct 25, 2017	DiversityRetrieval	CodeCode Available
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications	Jul 25, 2019	Objectobject-detection	CodeCode Available

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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