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Semantic Segmentation

Papers

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Showing 3501–3550 of 14763 papers

TitleStatusHype
SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRICode1
Uncertainty estimates for semantic segmentation: providing enhanced reliability for automated motor claims handling—0
Trapped in texture bias? A large scale comparison of deep instance segmentationCode1
Learning to detect cloud and snow in remote sensing images from noisy labels—0
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space ModelCode2
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost DisturbancesCode0
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images—0
Importance-Aware Image Segmentation-based Semantic Communication for Autonomous Driving—0
Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping—0
Unsupervised Pre-Training for 3D Leaf Instance Segmentation—0
Adversarial Supervision Makes Layout-to-Image Diffusion Models ThriveCode2
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training—0
ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic SegmentationCode1
RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models—0
End-to-End Optimized Image Compression with the Frequency-Oriented Transform—0
UV-SAM: Adapting Segment Anything Model for Urban Village IdentificationCode2
OBSeg: Accurate and Fast Instance Segmentation Framework Using Segmentation Foundation Models with Oriented Bounding Box PromptsCode2
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense PredictionCode0
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object DetectionCode0
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention—0
Foundation Models for Biomedical Image Segmentation: A Survey—0
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image ModelsCode0
Automatic characterization of boulders on planetary surfaces from high-resolution satellite images—0
Vertical Federated Image Segmentation—0
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image SegmentationCode2
Compositional Oil Spill Detection Based on Object Detector and Adapted Segment Anything Model from SAR Images—0
MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation—0
Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells—0
Weak Labeling for Cropland Mapping in Africa—0
Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization—0
Seg-metrics: a Python package to compute segmentation metricsCode2
Scalable 3D Panoptic Segmentation As Superpoint Graph ClusteringCode4
Graph Relation Distillation for Efficient Biomedical Instance SegmentationCode1
Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imageryCode2
Self-supervised Learning of Dense Hierarchical Representations for Medical Image SegmentationCode0
Improving the Detection of Small Oriented Objects in Aerial ImagesCode1
UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World UnderstandingCode1
Multimodal Urban Areas of Interest Generation via Remote Sensing Imagery and Geographical Prior—0
MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large ModelCode1
Object-Centric Diffusion for Efficient Video Editing—0
Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation—0
PartSTAD: 2D-to-3D Part Segmentation Task AdaptationCode2
Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision ApplicationsCode4
Sea ice detection using concurrent multispectral and synthetic aperture radar imagery—0
A locally statistical active contour model for SAR image segmentation can be solved by denoising algorithms—0
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation—0
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image SegmentationCode2
Generic Knowledge Boosted Pre-training For Remote Sensing ImagesCode1
Learning to Prompt Segment Anything Models—0
U-Mamba: Enhancing Long-range Dependency for Biomedical Image SegmentationCode2
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified