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Segmentation

Papers

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Showing 2451–2500 of 13072 papers

TitleStatusHype
Deep Variational Instance SegmentationCode1
Classification Calibration for Long-tail Instance SegmentationCode1
ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point CloudsCode1
HPNet: Deep Primitive Segmentation Using Hybrid RepresentationsCode1
HRHD-HK: A benchmark dataset of high-rise and high-density urban scenes for 3D semantic segmentation of photogrammetric point cloudsCode1
HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention ModelingCode1
Classifying Breast Histopathology Images with a Ductal Instance-Oriented PipelineCode1
Real-time High-Resolution Neural Network with Semantic Guidance for Crack SegmentationCode1
A Real-time Fire Segmentation Method Based on A Deep Learning ApproachCode1
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak SupervisionCode1
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old LabelsCode1
Adversarial Feature Augmentation and Normalization for Visual RecognitionCode1
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue SegmentationCode1
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised LearningCode1
Hybrid graph convolutional neural networks for landmark-based anatomical segmentationCode1
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological imagesCode1
A Registration- and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated SubjectCode1
DeepVoxNet2: Yet another CNN frameworkCode1
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure SegmentationCode1
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure SegmentationCode1
Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic SegmentationCode1
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentationCode1
Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance SegmentationCode1
CLFT: Camera-LiDAR Fusion Transformer for Semantic Segmentation in Autonomous DrivingCode1
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object SegmentationCode1
Deep Negative Volume SegmentationCode1
Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic ImagesCode1
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-CaseCode1
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationCode1
Image-Text Co-Decomposition for Text-Supervised Semantic SegmentationCode1
A Reverse Mamba Attention Network for Pathological Liver SegmentationCode1
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
Implicit Integration of Superpixel Segmentation into Fully Convolutional NetworksCode1
Implicit Motion Handling for Video Camouflaged Object DetectionCode1
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass SegmentationCode1
Improving Across-Dataset Brain Tissue Segmentation Using TransformerCode1
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CTCode1
Deep Projective 3D Semantic SegmentationCode1
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic SegmentationCode1
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic MemoryCode1
Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss FunctionCode1
Improving Semantic Image Segmentation via Label Fusion in Semantically Textured MeshesCode1
Deep Metric Learning for Open World Semantic SegmentationCode1
DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite ImageryCode1
AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT ImagesCode1
DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR ImagesCode1
Deformable Mamba for Wide Field of View SegmentationCode1
A Closer Look at the Explainability of Contrastive Language-Image Pre-trainingCode1
CLIP-TNseg: A Multi-Modal Hybrid Framework for Thyroid Nodule Segmentation in Ultrasound ImagesCode1
Deep Learning based Food Instance Segmentation using Synthetic DataCode1
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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