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Segmentation

Papers

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Showing 2351–2400 of 13072 papers

TitleStatusHype
iSeg: Interactive 3D Segmentation via Interactive Attention—0
Boosting Unsupervised Segmentation LearningCode0
EndoViT: pretraining vision transformers on a large collection of endoscopic imagesCode1
Enhancing crop segmentation in satellite image time-series with transformer networksCode0
Adaptive Affinity-Based Generalization For MRI Imaging Segmentation Across Resource-Limited Settings—0
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular StructuresCode2
RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation—0
Unsegment Anything by Simulating DeformationCode1
Cross-Modal Conditioned Reconstruction for Language-guided Medical Image SegmentationCode1
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image SegmentationCode0
Automating Vessel Segmentation in the Heart and Brain: A Trend to Develop Multi-Modality and Label-Efficient Deep Learning Techniques—0
Samba: Semantic Segmentation of Remotely Sensed Images with State Space ModelCode2
Guidelines for Cerebrovascular Segmentation: Managing Imperfect Annotations in the context of Semi-Supervised Learning—0
Red-Teaming Segment Anything ModelCode0
Adaptive Feature Fusion Neural Network for Glaucoma Segmentation on Unseen Fundus Images—0
Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods—0
Synthetic Data for Robust Stroke SegmentationCode1
Improving Bird's Eye View Semantic Segmentation by Task Decomposition—0
Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationCode2
Language Guided Domain Generalized Medical Image SegmentationCode1
MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity ConstraintCode1
Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation—0
OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation—0
Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Anthropic Prior Knowledge—0
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic SegmentationCode1
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation—0
Towards Label-Efficient Human Matting: A Simple Baseline for Weakly Semi-Supervised Trimap-Free Human MattingCode0
Deep Instruction Tuning for Segment Anything ModelCode1
Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point AnnotationCode0
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse PromptsCode2
MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation—0
Training-Free Semantic Segmentation via LLM-Supervision—0
YNetr: Dual-Encoder architecture on Plain Scan Liver Tumors (PSLT)—0
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic SegmentationCode1
AgileFormer: Spatially Agile Transformer UNet for Medical Image SegmentationCode2
A multi-stage semi-supervised learning for ankle fracture classification on CT images—0
SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large ObjectsCode2
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image SegmentationCode2
Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning—0
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt TuningCode2
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models—0
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion SegmentationCode3
Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary AlignmentCode0
Segmentation tool for images of cracksCode1
Efficient 3D Instance Mapping and Localization with Neural Fields—0
Learning Multiple Representations with Inconsistency-Guided Detail Regularization for Mask-Guided Matting—0
Temporally Consistent Referring Video Object Segmentation with Hybrid MemoryCode1
ENet-21: An Optimized light CNN Structure for Lane Detection—0
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES ChallengeCode1
Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic 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