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 26–50 of 199 papers

Title	Date	Tasks	Status	Hype	Score
Minimal Solvers for Single-View Lens-Distorted Camera Auto-Calibration	Nov 17, 2020	Camera Auto-CalibrationScene Labeling	CodeCode Available	1	5
Context-Aware Synthesis and Placement of Object Instances	Dec 6, 2018	ObjectScene Parsing	CodeCode Available	1	5
Panoptic Segmentation	Jan 3, 2018	Image SegmentationInstance Segmentation	CodeCode Available	1	5
Plane Geometry Diagram Parsing	May 19, 2022	Geometry Problem SolvingGraph Neural Network	CodeCode Available	1	5
Pointly-supervised 3D Scene Parsing with Viewpoint Bottleneck	Sep 17, 2021	Contrastive LearningRepresentation Learning	CodeCode Available	1	5
AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing	Mar 10, 2021	Scene ParsingSegmentation	CodeCode Available	1	5
DPF: Learning Dense Prediction Fields with Weak Supervision	Mar 29, 2023	Intrinsic Image DecompositionPrediction	CodeCode Available	1	5
3D-to-2D Distillation for Indoor Scene Parsing	Apr 6, 2021	Scene ParsingSemantic Parsing	CodeCode Available	1	5
Edge-aware Guidance Fusion Network for RGB Thermal Scene Parsing	Dec 9, 2021	Scene ParsingThermal Image Segmentation	CodeCode Available	1	5
EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion	Mar 23, 2020	GPUInstance Segmentation	CodeCode Available	1	5
Pyramid Scene Parsing Network	Dec 4, 2016	Dichotomous Image SegmentationImage Classification	CodeCode Available	1	5
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition	Jun 20, 2020	Action ClassificationAction Recognition	CodeCode Available	1	5
Editable Free-viewpoint Video Using a Layered Neural Representation	Apr 30, 2021	DisentanglementNeRF	CodeCode Available	1	5
Semantic Flow for Fast and Accurate Scene Parsing	Feb 24, 2020	Optical Flow EstimationReal-Time Semantic Segmentation	CodeCode Available	1	5
Fast and Accurate Scene Parsing via Bi-direction Alignment Networks	May 25, 2021	Scene ParsingSemantic Segmentation	CodeCode Available	1	5
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes	Jan 15, 2021	All-day Semantic SegmentationAutonomous Vehicles	CodeCode Available	1	5
Boosting Night-time Scene Parsing with Learnable Frequency	Aug 30, 2022	Autonomous DrivingScene Parsing	CodeCode Available	1	5
PIG: Prompt Images Guidance for Night-Time Scene Parsing	Jun 15, 2024	Data AugmentationDomain Adaptation	CodeCode Available	0	5
Complete 3D Scene Parsing from an RGBD Image	Oct 25, 2017	DiversityRetrieval	CodeCode Available	0	5
Unlocking the Full Potential of Small Data with Diverse Supervision	Nov 29, 2019	Few-Shot LearningRepresentation Learning	CodeCode Available	0	5
LF Tracy: A Unified Single-Pipeline Approach for Salient Object Detection in Light Field Cameras	Jan 30, 2024	Data AugmentationDecoder	CodeCode Available	0	5
Improving Panoptic Segmentation for Nighttime or Low-Illumination Urban Driving Scenes	Jun 23, 2023	Autonomous VehiclesPanoptic Segmentation	CodeCode Available	0	5
PSANet: Point-wise Spatial Attention Network for Scene Parsing	Sep 1, 2018	PositionScene Parsing	CodeCode Available	0	5
DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map	May 13, 2018	Autonomous DrivingCamera Pose Estimation	CodeCode Available	0	5
Boosting Real-Time Driving Scene Parsing with Shared Semantics	Sep 16, 2019	Autonomous DrivingScene Parsing	CodeCode Available	0	5

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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