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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 141–150 of 283 papers

Title	Date	Tasks	Status	Hype	Score
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation	Jan 1, 2025	Scene Segmentation	—Unverified	0	0
ObPose: Leveraging Pose for Object-Centric Scene Inference and Generation in 3D	Jun 7, 2022	Inductive BiasNeRF	—Unverified	0	0
OLAF: A Plug-and-Play Framework for Enhanced Multi-object Multi-part Scene Parsing	Nov 5, 2024	Scene ParsingScene Segmentation	—Unverified	0	0
Online Self-supervised Scene Segmentation for Micro Aerial Vehicles	Jun 13, 2018	Scene SegmentationScene Understanding	—Unverified	0	0
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views	Apr 4, 2024	Image SegmentationNeRF	—Unverified	0	0
Optical Flow with Semantic Segmentation and Localized Layers	Mar 12, 2016	Optical Flow EstimationScene Segmentation	—Unverified	0	0
OS-MSL: One Stage Multimodal Sequential Link Framework for Scene Segmentation and Classification	Jul 4, 2022	Scene Segmentation	—Unverified	0	0
Tensor-Based High-Order Semantic Relation Transfer for Semantic Scene Segmentation	Jun 1, 2013	RelationScene Segmentation	—Unverified	0	0
3D Learnable Supertoken Transformer for LiDAR Point Cloud Scene Segmentation	May 23, 2024	ClusteringScene Segmentation	—Unverified	0	0
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation	Oct 2, 2022	3D Object EditingNeRF	—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