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 201–250 of 283 papers

TitleStatusHype
TS40K: a 3D Point Cloud Dataset of Rural Terrain and Electrical Transmission System—0
Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation—0
Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation—0
Cross-CBAM: A Lightweight network for Scene Segmentation—0
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation—0
CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM—0
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception—0
DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation—0
Deep intra-operative illumination calibration of hyperspectral cameras—0
U3DS^3: Unsupervised 3D Semantic Scene Segmentation—0
Detecting Scenes in Fiction: A new Segmentation Task—0
Did Evolution get it right? An evaluation of Near-Infrared imaging in semantic scene segmentation using deep learning—0
Differentiating Features for Scene Segmentation Based on Dedicated Attention Mechanisms—0
Domain Adaptive Semantic Segmentation by Optimal Transport—0
DSNet: An Efficient CNN for Road Scene Segmentation—0
Uncertainty Estimation and Out-of-Distribution Detection for LiDAR Scene Semantic Segmentation—0
Semantic Scene Completion using Local Deep Implicit Functions on LiDAR Data—0
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models—0
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—0
Semantic Scene Segmentation for Robotics Applications—0
Elastic Interaction Energy-Informed Real-Time Traffic Scene Perception—0
Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention—0
Example-Guided Style-Consistent Image Synthesis From Semantic Labeling—0
Exploring 3D Activity Reasoning and Planning: From Implicit Human Intentions to Route-Aware Planning—0
Semantic Segmentation of RGBD Images With Mutex Constraints—0
Real-Time Segmentation Networks should be Latency Aware—0
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding—0
FBNet: Feature Balance Network for Urban-Scene Segmentation—0
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections—0
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization—0
FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees—0
Shift-Memory Network for Temporal Scene Segmentation—0
2020 CATARACTS Semantic Segmentation Challenge—0
Gaga: Group Any Gaussians via 3D-aware Memory Bank—0
General Dynamic Scene Reconstruction from Multiple View Video—0
Slender Object Scene Segmentation in Remote Sensing Image Based on Learnable Morphological Skeleton with Segment Anything Model—0
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation—0
Global-Local Propagation Network for RGB-D Semantic Segmentation—0
Value of Temporal Dynamics Information in Driving Scene Segmentation—0
SPNeRF: Open Vocabulary 3D Neural Scene Segmentation with Superpoints—0
Hierarchical Knowledge Distillation for Dialogue Sequence Labeling—0
HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data—0
SSS3D: Fast Neural Architecture Search For Efficient Three-Dimensional Semantic Segmentation—0
Image Synthesis with Class-Aware Semantic Diffusion Models for Surgical Scene Segmentation—0
IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things—0
Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation—0
Improved Convex Decomposition with Ensembling and Boolean Primitives—0
Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information—0
Individuation of 3D perceptual units from neurogeometry of binocular cells—0
Indoor Point Cloud Segmentation Using Iterative Gaussian Mapping and Improved Model Fitting—0
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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