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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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 181–190 of 283 papers

Title	Date	Tasks	Status	Hype	Score
A Fully Convolutional Tri-branch Network (FCTN) for Domain Adaptation	Nov 10, 2017	Domain AdaptationScene Segmentation	—Unverified	0	0
Urban Scene Segmentation with Laser-Constrained CRFs	Jan 7, 2017	Scene SegmentationSegmentation	—Unverified	0	0
A Metacognitive Approach to Out-of-Distribution Detection for Segmentation	Oct 4, 2023	Out-of-Distribution DetectionOut of Distribution (OOD) Detection	—Unverified	0	0
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation	Feb 9, 2022	DisentanglementDomain Adaptation	—Unverified	0	0
A Multimodal Framework for Video Ads Understanding	Aug 29, 2021	MarketingOptical Character Recognition	—Unverified	0	0
An Image Fusion Scheme for Single-Shot High Dynamic Range Imaging with Spatially Varying Exposures	Aug 22, 2019	Multi-Exposure Image FusionScene Segmentation	—Unverified	0	0
Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis	May 31, 2025	Scene SegmentationSegmentation	—Unverified	0	0
A Robotic 3D Perception System for Operating Room Environment Awareness	Mar 20, 2020	3D Semantic SegmentationScene Segmentation	—Unverified	0	0
A Robust 3D-2D Interactive Tool for Scene Segmentation and Annotation	Oct 19, 2016	object-detectionObject Detection	—Unverified	0	0
Arthroscopic Multi-Spectral Scene Segmentation Using Deep Learning	Mar 3, 2021	Deep LearningScene Segmentation	—Unverified	0	0

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All datasets SUN-RGBD ScanNet StreetHazards MovieNet UAVid

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	ICM	Mean IoU	50.6	—	Unverified
2	Index Network	Mean IoU	33.48	—	Unverified
3	DeepLab-LargeFOV	Mean IoU	32.08	—	Unverified
4	SegNet	Mean IoU	31.84	—	Unverified
5	FCN	Mean IoU	27.39	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3DMV	Average Accuracy	75	—	Unverified
2	KPConv	3DIoU	68.6	—	Unverified
3	PointNet++	Average Accuracy	60.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Mask2Anomaly	Open-mIoU	59.8	—	Unverified
2	LDN121-RPL	Open-mIoU	56.3	—	Unverified
3	LDN121-DenseHybrid	Open-mIoU	45.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	NeighborNet	AP	71.9	—	Unverified
2	TranS4mer	AP	60.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UNetFormer	Category mIoU	67.8	—	Unverified