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Segmentation

Papers

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Showing 8901–8950 of 13072 papers

TitleStatusHype
Feature Sharing Cooperative Network for Semantic Segmentation—0
Cell image segmentation by Feature Random Enhancement Module—0
Nonparametric clustering for image segmentation—0
Text Line Segmentation for Challenging Handwritten Document Images Using Fully Convolutional Network—0
Unsupervised Deep Learning for Handwritten Page Segmentation—0
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images—0
A survey on shape-constraint deep learning for medical image segmentation—0
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans—0
Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach—0
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation—0
A New Approach for Automatic Segmentation and Evaluation of Pigmentation Lesion by using Active Contour Model and Speeded Up Robust Features—0
A tool for user friendly, cloud based, whole slide image segmentation—0
Bladder segmentation based on deep learning approaches: current limitations and lessons—0
VideoClick: Video Object Segmentation with a Single Click—0
Self-Supervised Representation Learning from Flow Equivariance—0
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks—0
PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation—0
Self-Supervised Learning for Segmentation—0
Rethinking Interactive Image Segmentation: Feature Space AnnotationCode0
Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer—0
Coronary Plaque Analysis for CT Angiography Clinical Research—0
Automatic Polyp Segmentation using Fully Convolutional Neural Network—0
Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders—0
GnetSeg: Semantic Segmentation Model Optimized on a 224mW CNN Accelerator Chip at the Speed of 318FPS—0
HIVE-Net: Centerline-Aware HIerarchical View-Ensemble Convolutional Network for Mitochondria Segmentation in EM Images—0
Bayesian U-Net for Segmenting Glaciers in SAR Imagery—0
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm—0
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point CloudsCode0
Object Detection for Understanding Assembly Instruction Using Context-aware Data Augmentation and Cascade Mask R-CNN—0
Off-Line Arabic Handwritten Words Segmentation using Morphological Operators—0
CAP-Context-Aware-Pruning-for-Semantic-Segmentation—0
Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos—0
CAP: Context-Aware Pruning for Semantic-Segmentation—0
RethNet: Object-by-Object Learning for Detecting Facial Skin Problems—0
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation—0
CycleSegNet: Object Co-segmentation with Cycle Refinement and Region Correspondence—0
Mask Selection and Propagation for Unsupervised Video Object SegmentationCode0
Local Memory Attention for Fast Video Semantic SegmentationCode0
CovTANet: A Hybrid Tri-level Attention Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans—0
Weakly Supervised Multi-Object Tracking and Segmentation—0
ASIST: Annotation-free Synthetic Instance Segmentation and Tracking by Adversarial Simulations—0
Segmentation and genome annotation algorithms—0
Domain Adaptation for the Segmentation of Confidential Medical ImagesCode0
Multi-stage Deep Layer Aggregation for Brain Tumor Segmentation—0
ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps—0
Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation—0
Efficiently Troubleshooting Image Segmentation Models with Human-In-The-Loop—0
Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation—0
Contrastive Learning for Label Efficient Semantic Segmentation—0
Differentiable Programming for Piecewise Polynomial Functions—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