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Segmentation

Papers

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Showing 2351–2400 of 13072 papers

TitleStatusHype
CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-AttentionCode1
CMT-DeepLab: Clustering Mask Transformers for Panoptic SegmentationCode1
CENet: Context Enhancement Network for Medical Image SegmentationCode1
CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous DrivingCode1
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CTCode1
Center Focusing Network for Real-Time LiDAR Panoptic SegmentationCode1
FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene UnderstandingCode1
Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance SegmentationCode1
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object SegmentationCode1
CenterMask: Real-Time Anchor-Free Instance SegmentationCode1
A persistent homology-based topological loss for CNN-based multi-class segmentation of CMRCode1
Deep learning in magnetic resonance prostate segmentation: A review and a new perspectiveCode1
Deep Learning for Musical Form: Recognition and AnalysisCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR VolumesCode1
FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT ImagesCode1
Deep Learning based Food Instance Segmentation using Synthetic DataCode1
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRICode1
DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite ImageryCode1
CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking DetectionCode1
Foveation for Segmentation of Ultra-High Resolution ImagesCode1
FPCC: Fast Point Cloud Clustering based Instance Segmentation for Industrial Bin-pickingCode1
CEDNet: A Cascade Encoder-Decoder Network for Dense PredictionCode1
Frame-To-Frame Consistent Semantic SegmentationCode1
Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutationCode1
Classification Calibration for Long-tail Instance SegmentationCode1
CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time SegmentationCode1
Frequency-based Matcher for Long-tailed Semantic SegmentationCode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image SegmentationCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
CGA-Net: Category Guided Aggregation for Point Cloud Semantic SegmentationCode1
Deep Learning-Based Concurrent Brain Registration and Tumor SegmentationCode1
CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion SegmentationCode1
Full-Glow: Fully conditional Glow for more realistic image generationCode1
Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph SegmentationCode1
Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic VehiclesCode1
Challenging Current Semi-Supervised Anomaly Segmentation Methods for Brain MRICode1
Deep Metric Learning for Open World Semantic SegmentationCode1
Change-Aware Siamese Network for Surface Defects Segmentation under Complex BackgroundCode1
Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center DatasetCode1
ChangeSim: Towards End-to-End Online Scene Change Detection in Industrial Indoor EnvironmentsCode1
Applications of Deep Learning in Fundus Images: A ReviewCode1
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-netCode1
Applying Eigencontours to PolarMask-Based Instance SegmentationCode1
Channel prior convolutional attention for medical image segmentationCode1
Deformable Mamba for Wide Field of View SegmentationCode1
Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile RobotsCode1
Detecting Anomalies in Semantic Segmentation with PrototypesCode1
DeepCut: Unsupervised Segmentation using Graph Neural Networks ClusteringCode1
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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