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Segmentation

Papers

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Showing 1551–1600 of 13072 papers

TitleStatusHype
Curriculum Knowledge Switching for Pancreas SegmentationCode1
Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learningCode1
Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networksCode1
Head-Free Lightweight Semantic Segmentation with Linear TransformerCode1
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed TomographyCode1
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene UnderstandingCode1
Hierarchical Aggregation for 3D Instance SegmentationCode1
Hierarchical Approach for Joint Semantic, Plant Instance, and Leaf Instance Segmentation in the Agricultural DomainCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble SupervisionCode1
High-Resolution Swin Transformer for Automatic Medical Image SegmentationCode1
CT Liver Segmentation via PVT-based Encoding and Refined DecodingCode1
High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learningCode1
CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truthsCode1
CTNet: Context-based Tandem Network for Semantic SegmentationCode1
Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image SegmentationCode1
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving ScenesCode1
Segmenting Known Objects and Unseen Unknowns without Prior KnowledgeCode1
HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide imagesCode1
How Distance Transform Maps Boost Segmentation CNNs: An Empirical StudyCode1
How to Benchmark Vision Foundation Models for Semantic Segmentation?Code1
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic SegmentationCode1
Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition AnalysisCode1
How to Reduce Change Detection to Semantic SegmentationCode1
Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRICode1
A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner DataCode1
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image SegmentationCode1
HRHD-HK: A benchmark dataset of high-rise and high-density urban scenes for 3D semantic segmentation of photogrammetric point cloudsCode1
A Large-Scale Benchmark for Food Image SegmentationCode1
Real-time High-Resolution Neural Network with Semantic Guidance for Crack SegmentationCode1
A Large-Scale Dataset for Benchmarking Elevator Button Segmentation and Character RecognitionCode1
HS3-Bench: A Benchmark and Strong Baseline for Hyperspectral Semantic Segmentation in Driving ScenariosCode1
CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography ImagesCode1
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological ImagesCode1
Hybrid graph convolutional neural networks for landmark-based anatomical segmentationCode1
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological imagesCode1
Cross-view Transformers for real-time Map-view Semantic SegmentationCode1
Hyperbolic Image SegmentationCode1
Automated segmentation and morphological characterization of placental histology images based on a single labeled imageCode1
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentationCode1
A Learning Strategy for Contrast-agnostic MRI SegmentationCode1
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical ImagingCode1
A context based deep learning approach for unbalanced medical image segmentationCode1
IFSeg: Image-free Semantic Segmentation via Vision-Language ModelCode1
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision TransformersCode1
Automated segmentation of lesions and organs at risk on [68Ga]Ga-PSMA-11 PET/CT images using self-supervised learning with Swin UNETRCode1
Cross-View Image Synthesis using Conditional GANsCode1
Cross-View Regularization for Domain Adaptive Panoptic SegmentationCode1
1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021Code1
CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume SegmentationCode1
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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