SOTAVerified

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 151–175 of 199 papers

TitleStatusHype
Deep Hierarchical Parsing for Semantic Segmentation—0
Deep Multiphase Level Set for Scene Parsing—0
Deep Semantics-Aware Photo Adjustment—0
Deep Structured Scene Parsing by Learning with Image Descriptions—0
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization—0
Dermoscopic Image Analysis for ISIC Challenge 2018—0
Differentiating Features for Scene Segmentation Based on Dedicated Attention Mechanisms—0
Discriminative Map Retrieval Using View-Dependent Map Descriptor—0
ELKPPNet: An Edge-aware Neural Network with Large Kernel Pyramid Pooling for Learning Discriminative Features in Semantic Segmentation—0
ESCNet: Gaze Target Detection With the Understanding of 3D Scenes—0
Exploiting the Transferability of Deep Learning Systems Across Multi-modal Retinal Scans for Extracting Retinopathy Lesions—0
Exemplar-Based Face Parsing—0
Exploiting Spatial-Temporal Semantic Consistency for Video Scene Parsing—0
Feature boosting with efficient attention for scene parsing—0
Finite State Machines for Semantic Scene Parsing and Segmentation—0
FoveaNet: Perspective-aware Urban Scene Parsing—0
When Segmentation is Not Enough: Rectifying Visual-Volume Discordance Through Multisensor Depth-Refined Semantic Segmentation for Food Intake Tracking in Long-Term Care—0
Fully Decoupled Residual ConvNet for Real-Time Railway Scene Parsing of UAV Aerial Images—0
Fully Exploiting Vision Foundation Model's Profound Prior Knowledge for Generalizable RGB-Depth Driving Scene Parsing—0
GEBNet: Graph-Enhancement Branch Network for RGB-T Scene Parsing—0
Geometric Scene Parsing with Hierarchical LSTM—0
GINet: Graph Interaction Network for Scene Parsing—0
Guaranteed Parameter Estimation for Discrete Energy Minimization—0
Hierarchical Scene Parsing by Weakly Supervised Learning with Image Descriptions—0
Holistic++ Scene Understanding: Single-view 3D Holistic Scene Parsing and Human Pose Estimation with Human-Object Interaction and Physical Commonsense—0
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All datasetsPGDP5KCityscapes test

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PGDPNetTotal Accuracy84.7—Unverified
2Inter-GPSTotal Accuracy27.3—Unverified
#ModelMetricClaimedVerifiedStatus
1VCD No CoarsemIoU82.3—Unverified