SOTAVerified

Scene Understanding

Scene understanding involves interpreting the visual information of a scene, including objects, their spatial relationships, and the overall layout. It goes beyond simple object recognition by considering the context and how objects relate to each other and the environment.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 676–700 of 1723 papers

TitleStatusHype
3D Gated Recurrent Fusion for Semantic Scene Completion—0
Deep Structured Scene Parsing by Learning with Image Descriptions—0
An Anti-fraud System for Car Insurance Claim Based on Visual Evidence—0
Learning-based 3D Reconstruction in Autonomous Driving: A Comprehensive Survey—0
Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation—0
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length—0
Deep Semantic Segmentation of Natural and Medical Images: A Review—0
Benchmarking Vision Language Models for Cultural Understanding—0
Deep Scene Text Detection with Connected Component Proposals—0
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding—0
An Analysis of State-of-the-Art Models for Situated Interactive MultiModal Conversations (SIMMC)—0
A Continuous Occlusion Model for Road Scene Understanding—0
Deep Point Cloud Simplification for High-quality Surface Reconstruction—0
Analyzing Semantic Segmentation Using Hybrid Human-Machine CRFs—0
Deep Optics for Monocular Depth Estimation and 3D Object Detection—0
BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation—0
Learning 3D Scene Priors with 2D Supervision—0
Learning 3D Semantic Scene Graphs from 3D Indoor Reconstructions—0
BBBD: Bounding Box Based Detector for Occlusion Detection and Order Recovery—0
Deeply Learned Attributes for Crowded Scene Understanding—0
Analogical Image Translation for Fog Generation—0
Deep Learning Techniques for Geospatial Data Analysis—0
Leaky Wave Antenna-Equipped RF Chipless Tags for Orientation Estimation—0
Axiom Learning and Belief Tracing for Transparent Decision Making in Robotics—0
Content Adaptive Front End For Audio Classification—0
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All datasetsSemantic Scene Understanding Challenge (passive actuation & ground-truth localisation)ADE20K valSemantic Scene Understanding Challenge (active actuation & ground-truth localisation)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ACRV BaselineOMQ0.44—Unverified
2Team VGAI (TCS Research)OMQ0.37—Unverified
3Demo_semantic_SLAMOMQ0.11—Unverified
#ModelMetricClaimedVerifiedStatus
1CPN(ResNet-101)Mean IoU46.3—Unverified
#ModelMetricClaimedVerifiedStatus
1ACRV BaselineOMQ0.35—Unverified