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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 121–130 of 199 papers

Title	Date	Tasks	Status	Hype
Context-Integrated and Feature-Refined Network for Lightweight Object Parsing	Jul 26, 2019	Scene ParsingSemantic Segmentation	—Unverified	0
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications	Jul 25, 2019	Objectobject-detection	CodeCode Available	0
ELKPPNet: An Edge-aware Neural Network with Large Kernel Pyramid Pooling for Learning Discriminative Features in Semantic Segmentation	Jun 27, 2019	DecoderScene Parsing	—Unverified	0
Active Scene Understanding via Online Semantic Reconstruction	Jun 18, 2019	Scene ParsingScene Understanding	—Unverified	0
Oceanic Eddy Identification Using an AI Scheme	Jun 5, 2019	Scene Parsing	—Unverified	0
Scene Parsing via Integrated Classification Model and Variance-Based Regularization	Jun 1, 2019	ClassificationGeneral Classification	CodeCode Available	0
Adaptive Pyramid Context Network for Semantic Segmentation	Jun 1, 2019	Scene ParsingSegmentation	CodeCode Available	0
KE-GAN: Knowledge Embedded Generative Adversarial Networks for Semi-Supervised Scene Parsing	Jun 1, 2019	Scene Parsing	—Unverified	0
Structured Knowledge Distillation for Semantic Segmentation	Jun 1, 2019	General Classificationimage-classification	CodeCode Available	0
Multi-Scale Dual-Branch Fully Convolutional Network for Hand Parsing	May 24, 2019	Multi-class ClassificationScene Parsing	—Unverified	0

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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