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 1476–1500 of 1723 papers

TitleStatusHype
A Review on Visual-SLAM: Advancements from Geometric Modelling to Learning-based Semantic Scene Understanding—0
SurroundSDF: Implicit 3D Scene Understanding Based on Signed Distance Field—0
Survey of Action Recognition, Spotting and Spatio-Temporal Localization in Soccer -- Current Trends and Research Perspectives—0
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors—0
A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators—0
3D-Aware Instance Segmentation and Tracking in Egocentric Videos—0
Symbolic Graph Inference for Compound Scene Understanding—0
Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation—0
Syn-Mediverse: A Multimodal Synthetic Dataset for Intelligent Scene Understanding of Healthcare Facilities—0
A Reinforcement Learning Approach to Target Tracking in a Camera Network—0
SynthCam3D: Semantic Understanding With Synthetic Indoor Scenes—0
Synthetic and Real Inputs for Tool Segmentation in Robotic Surgery—0
A Reflectance Based Method For Shadow Detection and Removal—0
Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander—0
Tactile MNIST: Benchmarking Active Tactile Perception—0
TADFormer : Task-Adaptive Dynamic Transformer for Efficient Multi-Task Learning—0
TADFormer: Task-Adaptive Dynamic TransFormer for Efficient Multi-Task Learning—0
Are Cars Just 3D Boxes? - Jointly Estimating the 3D Shape of Multiple Objects—0
AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis—0
Talk-to-Resolve: Combining scene understanding and spatial dialogue to resolve granular task ambiguity for a collocated robot—0
TanDepth: Leveraging Global DEMs for Metric Monocular Depth Estimation in UAVs—0
Weakly Supervised Point Clouds Transformer for 3D Object Detection—0
TARS: Traffic-Aware Radar Scene Flow Estimation—0
Zero-Shot 4D Lidar Panoptic Segmentation—0
A Preprocessing and Postprocessing Voxel-based Method for LiDAR Semantic Segmentation Improvement in Long Distance—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