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Segmentation

Papers

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Showing 2851–2900 of 13072 papers

TitleStatusHype
State-Aware Tracker for Real-Time Video Object SegmentationCode1
Learning Fast and Robust Target Models for Video Object SegmentationCode1
Efficient Semantic Video Segmentation with Per-frame InferenceCode1
Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation MappingCode1
3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic SegmentationCode1
Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour SupervisionCode1
AlignSeg: Feature-Aligned Segmentation NetworksCode1
Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving ImagesCode1
Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated FusionCode1
Development of accurate human head models for personalized electromagnetic dosimetry using deep learningCode1
Cross-stained Segmentation from Renal Biopsy Images Using Multi-level Adversarial LearningCode1
Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer TypesCode1
Directional Deep Embedding and Appearance Learning for Fast Video Object SegmentationCode1
Superpixel Segmentation via Convolutional Neural Networks with Regularized Information MaximizationCode1
Reinforced active learning for image segmentationCode1
Key Points Estimation and Point Instance Segmentation Approach for Lane DetectionCode1
Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen CategoriesCode1
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT ImagesCode1
SpotNet: Self-Attention Multi-Task Network for Object DetectionCode1
ACEnet: Anatomical Context-Encoding Network for Neuroanatomy SegmentationCode1
Knowledge Distillation for Brain Tumor SegmentationCode1
Segmenting Unseen Industrial Components in a Heavy Clutter Using RGB-D Fusion and Synthetic DataCode1
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image SegmentationCode1
Modeling the Background for Incremental Learning in Semantic SegmentationCode1
Universal Semantic Segmentation for Fisheye Urban Driving ImagesCode1
Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problemCode1
Fast Video Object Segmentation using the Global Context ModuleCode1
2018 Robotic Scene Segmentation ChallengeCode1
Medical Image Segmentation via Unsupervised Convolutional Neural NetworkCode1
Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspectiveCode1
How Distance Transform Maps Boost Segmentation CNNs: An Empirical StudyCode1
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene DescriptorCode1
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT ImagesCode1
PatchPerPix for Instance SegmentationCode1
SAUNet: Shape Attentive U-Net for Interpretable Medical Image SegmentationCode1
Zero-Shot Video Object Segmentation via Attentive Graph Neural NetworksCode1
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ SegmentationCode1
UnOVOST: Unsupervised Offline Video Object Segmentation and TrackingCode1
Image Segmentation Using Deep Learning: A SurveyCode1
Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape FeaturesCode1
Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural NetworksCode1
Complementary Network with Adaptive Receptive Fields for Melanoma SegmentationCode1
A context based deep learning approach for unbalanced medical image segmentationCode1
Robust Semantic Segmentation of Brain Tumor Regions from 3D MRIsCode1
Unpaired Multi-modal Segmentation via Knowledge DistillationCode1
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern AnalysisCode1
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text SegmentationCode1
BlendMask: Top-Down Meets Bottom-Up for Instance SegmentationCode1
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature AbstractionCode1
Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant MetricsCode1
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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