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Semantic Segmentation

Papers

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Showing 2301–2350 of 14763 papers

TitleStatusHype
LuSNAR:A Lunar Segmentation, Navigation and Reconstruction Dataset based on Muti-sensor for Autonomous ExplorationCode2
Leveraging image captions for selective whole slide image annotationCode0
Swin UNETR segmentation with automated geometry filtering for biomechanical modeling of knee joint cartilage—0
High-Throughput Phenotyping using Computer Vision and Machine LearningCode0
Unsupervised Fault Detection using SAM with a Moving Window Approach—0
Training-free CryoET Tomogram SegmentationCode2
RHRSegNet: Relighting High-Resolution Night-Time Semantic Segmentation—0
CaRe-Ego: Contact-aware Relationship Modeling for Egocentric Interactive Hand-object SegmentationCode1
Non-parametric Contextual Relationship Learning for Semantic Video Object Segmentation—0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Context Propagation from Proposals for Semantic Video Object Segmentation—0
Test-time adaptation for geospatial point cloud semantic segmentation with distinct domain shifts—0
Submodular video object proposal selection for semantic object segmentation—0
Object-Oriented Material Classification and 3D Clustering for Improved Semantic Perception and Mapping in Mobile RobotsCode0
Semantic Segmentation for Real-World and Synthetic Vehicle's Forward-Facing Camera Images—0
Self-Paced Sample Selection for Barely-Supervised Medical Image SegmentationCode0
Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models—0
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image SegmentationCode1
Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness—0
BlessemFlood21: Advancing Flood Analysis with a High-Resolution Georeferenced Dataset for Humanitarian Aid Support—0
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation—0
Test-time Contrastive Concepts for Open-world Semantic Segmentation—0
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation—0
HCS-TNAS: Hybrid Constraint-driven Semi-supervised Transformer-NAS for Ultrasound Image Segmentation—0
LMSeg: A deep graph message-passing network for efficient and accurate semantic segmentation of large-scale 3D landscape meshes—0
Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE)Code0
Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge—0
Semi-Supervised Segmentation via Embedding Matching—0
Relative Difficulty Distillation for Semantic SegmentationCode0
Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing—0
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label ClassifierCode1
Attention Normalization Impacts Cardinality Generalization in Slot AttentionCode0
Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRICode0
POSTURE: Pose Guided Unsupervised Domain Adaptation for Human Body Part Segmentation—0
HyperSpace: Hypernetworks for spacing-adaptive image segmentationCode0
HiDiff: Hybrid Diffusion Framework for Medical Image SegmentationCode2
Plant Doctor: A hybrid machine learning and image segmentation software to quantify plant damage in video footage—0
Towards Efficient Pixel Labeling for Industrial Anomaly Detection and Localization—0
Context-Aware Video Instance SegmentationCode2
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization—0
A Unified Framework for 3D Scene UnderstandingCode2
Model Guidance via Explanations Turns Image Classifiers into Segmentation ModelsCode0
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation—0
ADFQ-ViT: Activation-Distribution-Friendly Post-Training Quantization for Vision Transformers—0
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
ShiftAddAug: Augment Multiplication-Free Tiny Neural Network with Hybrid Computation—0
Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic SegmentationCode1
Holistically-Nested Structure-Aware Graph Neural Network for Road Extraction—0
Occlusion-Aware Seamless SegmentationCode1
MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based DecodersCode1
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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