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Segmentation

Papers

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Showing 1901–1925 of 13072 papers

TitleStatusHype
SegNet4D: Efficient Instance-Aware 4D Semantic Segmentation for LiDAR Point CloudCode2
Intensity Confusion Matters: An Intensity-Distance Guided Loss for Bronchus SegmentationCode0
Wound Tissue Segmentation in Diabetic Foot Ulcer Images Using Deep Learning: A Pilot StudyCode0
CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic SurgeryCode1
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM—0
Multimodal Segmentation for Vocal Tract Modeling—0
Segmenting Dead Sea Scroll Fragments for a Scientific Image Set—0
An End-to-End, Segmentation-Free, Arabic Handwritten Recognition Model on KHATT—0
Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease GeneralizationCode0
TraceNet: Segment one thing efficiently—0
SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation—0
SelfReg-UNet: Self-Regularized UNet for Medical Image SegmentationCode2
Self-supervised Brain Lesion Generation for Effective Data Augmentation of Medical Images—0
Redistribution Through Market Segmentation—0
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation—0
2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation—0
Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive FieldsCode1
Evaluation of Deep Learning Semantic Segmentation for Land Cover Mapping on Multispectral, Hyperspectral and High Spatial Aerial Imagery—0
Trusting Semantic Segmentation Networks—0
CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate SegmentationCode1
Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification ChallengeCode0
Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed ImagesCode1
3D Instance Segmentation Using Deep Learning on RGB-D Indoor Data—0
SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationCode1
ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified