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Segmentation

Papers

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Showing 12051–12100 of 13072 papers

TitleStatusHype
ConSept: Continual Semantic Segmentation via Adapter-based Vision TransformerCode0
Efficient Hierarchical Graph-Based Segmentation of RGBD VideosCode0
Attention-Enhanced Hybrid Feature Aggregation Network for 3D Brain Tumor SegmentationCode0
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video SamplesCode0
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic SegmentationCode0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
MinneApple: A Benchmark Dataset for Apple Detection and SegmentationCode0
GOUHFI: a novel contrast- and resolution-agnostic segmentation tool for Ultra-High Field MRICode0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Attention-based Neural Text SegmentationCode0
EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware PseudocoloringCode0
A Field of Experts Prior for Adapting Neural Networks at Test TimeCode0
Keep It Accurate and Robust: An Enhanced Nuclei Analysis FrameworkCode0
Conformal Prediction for Image Segmentation Using Morphological Prediction SetsCode0
Efficient Annotation of Medieval ChartersCode0
Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary AlignmentCode0
Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT ImagesCode0
Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal EmbeddingCode0
Effect of the output activation function on the probabilities and errors in medical image segmentationCode0
Gradient Map-Assisted Head and Neck Tumor Segmentation: A Pre-RT to Mid-RT Approach in MRI-Guided RadiotherapyCode0
Effective Subword Segmentation for Text ComprehensionCode0
Attentional Prototype Inference for Few-Shot SegmentationCode0
EdgeSegNet: A Compact Network for Semantic SegmentationCode0
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on VideoCode0
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep LearningCode0
Gramian Attention Heads are Strong yet Efficient Vision LearnersCode0
Grape detection, segmentation and tracking using deep neural networks and three-dimensional associationCode0
Relevance Attack on DetectorsCode0
Graph Attention Convolution for Point Cloud Semantic SegmentationCode0
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic SegmentationCode0
Learning from Synthetic HumansCode0
Conformal Performance Range Prediction for Segmentation Output Quality ControlCode0
Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic SegmentationCode0
Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic SegmentationCode0
Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet GuidanceCode0
ACNN: a Full Resolution DCNN for Medical Image SegmentationCode0
A topology-preserving three-stage framework for fully-connected coronary artery extractionCode0
A Topology-Attention ConvLSTM Network and Its Application to EM ImagesCode0
ConeQuest: A Benchmark for Cone Segmentation on MarsCode0
EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN ScenesCode0
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent HomologyCode0
Conditional Random Fields as Recurrent Neural NetworksCode0
EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing ImageryCode0
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel SegmentationCode0
Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging SegmentationCode0
Learning Instance Occlusion for Panoptic SegmentationCode0
Learning Instance Segmentation by InteractionCode0
GraphSeg: Segmented 3D Representations via Graph Edge Addition and ContractionCode0
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel ClusteringCode0
Truly Generalizable Radiograph Segmentation with Conditional Domain AdaptationCode0
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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