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Segmentation

Papers

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Showing 1901–1950 of 13072 papers

TitleStatusHype
CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics DataCode1
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic SegmentationCode1
Implicit Motion Handling for Video Camouflaged Object DetectionCode1
AutoGPart: Intermediate Supervision Search for Generalizable 3D Part SegmentationCode1
Hyperbolic Image SegmentationCode1
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRICode1
Contrastive Boundary Learning for Point Cloud SegmentationCode1
Leveraging Labeling Representations in Uncertainty-based Semi-supervised SegmentationCode1
Representation Compensation Networks for Continual Semantic SegmentationCode1
PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image SegmentationCode1
NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation PipelineCode1
RankSeg: Adaptive Pixel Classification with Image Category Ranking for SegmentationCode1
Semantic Segmentation in Art PaintingsCode1
Stepwise Feature Fusion: Local Guides GlobalCode1
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic SegmentationCode1
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT ImagesCode1
Constrained unsupervised anomaly segmentationCode1
HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object InteractionCode1
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image SegmentationCode1
Self-supervised Transparent Liquid Segmentation for Robotic PouringCode1
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble SupervisionCode1
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With SupervoxelsCode1
Contextual Attention Network: Transformer Meets U-NetCode1
An attention-based U-Net for detecting deforestation within satellite sensor imageryCode1
JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea DetectionCode1
Resolving label uncertainty with implicit posterior modelsCode1
Meta-RangeSeg: LiDAR Sequence Semantic Segmentation Using Multiple Feature AggregationCode1
Local Intensity Order Transformation for Robust Curvilinear Object SegmentationCode1
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised ScoringCode1
Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image SegmentationCode1
RescueNet: A High Resolution UAV Semantic Segmentation Benchmark Dataset for Natural Disaster Damage AssessmentCode1
The Winning Solution to the iFLYTEK Challenge 2021 Cultivated Land Extraction from High-Resolution Remote Sensing ImageCode1
Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and Co-TrainingCode1
Towards a Guideline for Evaluation Metrics in Medical Image SegmentationCode1
SHAS: Approaching optimal Segmentation for End-to-End Speech TranslationCode1
SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology ImagesCode1
Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image SegmentationCode1
PSSNet: Planarity-sensible Semantic Segmentation of Large-scale Urban MeshesCode1
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label FusionCode1
Weakly Supervised Nuclei Segmentation via Instance LearningCode1
Retinal Vessel Segmentation with Pixel-wise Adaptive FiltersCode1
Enhancing Organ at Risk Segmentation with Improved Deep Neural NetworksCode1
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image SegmentationCode1
Modeling the Background for Incremental and Weakly-Supervised Semantic SegmentationCode1
Lymphoma segmentation from 3D PET-CT images using a deep evidential networkCode1
Carotid artery wall segmentation in ultrasound image sequences using a deep convolutional neural networkCode1
Global-Reasoned Multi-Task Learning Model for Surgical Scene UnderstandingCode1
DocSegTr: An Instance-Level End-to-End Document Image Segmentation TransformerCode1
Auto-Compressing Subset Pruning for Semantic Image SegmentationCode1
Learning Semantics for Visual Place Recognition through Multi-Scale AttentionCode1
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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