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

Showing 226250 of 283 papers

TitleStatusHype
Scene Parsing via Integrated Classification Model and Variance-Based RegularizationCode0
Example-Guided Style-Consistent Image Synthesis From Semantic Labeling0
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation0
SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing0
Seamless Scene SegmentationCode0
DSNet: An Efficient CNN for Road Scene Segmentation0
Relation-Aware Global Attention for Person Re-identificationCode0
The RGB-D Triathlon: Towards Agile Visual Toolboxes for RobotsCode0
Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding ApproachCode0
Value of Temporal Dynamics Information in Driving Scene Segmentation0
On Boosting Semantic Street Scene Segmentation with Weak SupervisionCode0
Toward Achieving Robust Low-Level and High-Level Scene ParsingCode0
Path-Invariant Map NetworksCode0
Semantic Stereo for Incidental Satellite ImagesCode0
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation0
Dual Attention Network for Scene SegmentationCode0
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel FramesCode0
Online Self-supervised Scene Segmentation for Micro Aerial Vehicles0
Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene SegmentationCode0
Real-time Progressive 3D Semantic Segmentation for Indoor Scene0
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene SegmentationCode0
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance SegmentationCode0
Neuron-level Selective Context Aggregation for Scene Segmentation0
A Fully Convolutional Tri-branch Network (FCTN) for Domain Adaptation0
Modeling Urban Scenes From Pointclouds0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ICMMean IoU50.6Unverified
2Index NetworkMean IoU33.48Unverified
3DeepLab-LargeFOVMean IoU32.08Unverified
4SegNetMean IoU31.84Unverified
5FCNMean IoU27.39Unverified
#ModelMetricClaimedVerifiedStatus
13DMVAverage Accuracy75Unverified
2KPConv3DIoU68.6Unverified
3PointNet++Average Accuracy60.2Unverified
#ModelMetricClaimedVerifiedStatus
1Mask2AnomalyOpen-mIoU59.8Unverified
2LDN121-RPLOpen-mIoU56.3Unverified
3LDN121-DenseHybridOpen-mIoU45.8Unverified
#ModelMetricClaimedVerifiedStatus
1NeighborNetAP71.9Unverified
2TranS4merAP60.78Unverified
#ModelMetricClaimedVerifiedStatus
1UNetFormerCategory mIoU67.8Unverified