SOTAVerified

Scene Segmentation

Scene segmentation is the task of splitting a scene into its various object components.

Image adapted from Temporally coherent 4D reconstruction of complex dynamic scenes.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 176–200 of 283 papers

TitleStatusHype
Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes—0
SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing—0
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation—0
Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos—0
A Fully-Connected Layered Model of Foreground and Background Flow—0
A Fully Convolutional Tri-branch Network (FCTN) for Domain Adaptation—0
Urban Scene Segmentation with Laser-Constrained CRFs—0
A Metacognitive Approach to Out-of-Distribution Detection for Segmentation—0
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation—0
A Multimodal Framework for Video Ads Understanding—0
An Image Fusion Scheme for Single-Shot High Dynamic Range Imaging with Spatially Varying Exposures—0
Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis—0
A Robotic 3D Perception System for Operating Room Environment Awareness—0
A Robust 3D-2D Interactive Tool for Scene Segmentation and Annotation—0
Arthroscopic Multi-Spectral Scene Segmentation Using Deep Learning—0
Attention Discriminant Sampling for Point Clouds—0
Automatic video scene segmentation based on spatial-temporal clues and rhythm—0
Autonomous Marker-less Rapid Aerial Grasping—0
Activation-wise Propagation: A Universal Strategy to Break Timestep Constraints in Spiking Neural Networks for 3D Data Processing—0
Scene-Segmentation-Based Exposure Compensation for Tone Mapping of High Dynamic Range Scenes—0
Transformer-based Flood Scene Segmentation for Developing Countries—0
Boundary-aware Pre-training for Video Scene Segmentation—0
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels—0
Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection—0
Segmenting Scenes by Matching Image Composites—0
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All datasetsSUN-RGBDScanNetStreetHazardsMovieNetUAVid

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ICMMean IoU50.6—Unverified
2Index NetworkMean IoU33.48—Unverified
3DeepLab-LargeFOVMean IoU32.08—Unverified
4SegNetMean IoU31.84—Unverified
5FCNMean IoU27.39—Unverified
#ModelMetricClaimedVerifiedStatus
13DMVAverage Accuracy75—Unverified
2KPConv3DIoU68.6—Unverified
3PointNet++Average Accuracy60.2—Unverified
#ModelMetricClaimedVerifiedStatus
1Mask2AnomalyOpen-mIoU59.8—Unverified
2LDN121-RPLOpen-mIoU56.3—Unverified
3LDN121-DenseHybridOpen-mIoU45.8—Unverified
#ModelMetricClaimedVerifiedStatus
1NeighborNetAP71.9—Unverified
2TranS4merAP60.78—Unverified
#ModelMetricClaimedVerifiedStatus
1UNetFormerCategory mIoU67.8—Unverified