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Segmentation

Papers

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Showing 11951–12000 of 13072 papers

TitleStatusHype
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy ImagesCode0
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic SegmentationCode0
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense PredictionCode0
Continual Segmentation with Disentangled Objectness Learning and Class RecognitionCode0
End-to-end video instance segmentation via spatial-temporal graph neural networksCode0
Continual learning for surface defect segmentation by subnetwork creation and selectionCode0
End to End Trainable Active Contours via Differentiable RenderingCode0
End-to-End Learned Random Walker for Seeded Image SegmentationCode0
Generator evaluator-selector net for panoptic image segmentation and splitting unfamiliar objects into partsCode0
Contextual-Relation Consistent Domain Adaptation for Semantic SegmentationCode0
Audio Visual Segmentation Through Text EmbeddingsCode0
End-to-End Instance Segmentation with Recurrent AttentionCode0
AdaptIS: Adaptive Instance Selection NetworkCode0
End-to-end detection-segmentation network with ROI convolutionCode0
Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution NetworkCode0
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-NetCode0
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image SegmentationCode0
Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene SegmentationCode0
Empowering Segmentation Ability to Multi-modal Large Language ModelsCode0
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient SupervisionCode0
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentationCode0
MGNiceNet: Unified Monocular Geometric Scene UnderstandingCode0
On the Usage of the Trifocal Tensor in Motion SegmentationCode0
A Fixed-Point Model for Pancreas Segmentation in Abdominal CT ScansCode0
Learning Aerial Image Segmentation from Online MapsCode0
MIAS-SAM: Medical Image Anomaly Segmentation without thresholdingCode0
Geometry-Aware Distillation for Indoor Semantic SegmentationCode0
MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence MicroscopyCode0
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale studyCode0
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinatesCode0
An automated pipeline to create an atlas of in situ hybridization gene expression data in the adult marmoset brainCode0
Empirical Study of Multi-Task Hourglass Model for Semantic Segmentation TaskCode0
EmbedTrack -- Simultaneous Cell Segmentation and Tracking Through Learning Offsets and Clustering BandwidthsCode0
EmbedMask: Embedding Coupling for One-stage Instance SegmentationCode0
GeoT: Geometry-guided Instance-dependent Transition Matrix for Semi-supervised Tooth Point Cloud SegmentationCode0
Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural NetworksCode0
Multi-Scale Grouped Prototypes for Interpretable Semantic SegmentationCode0
Microscopy Cell Segmentation via Convolutional LSTM NetworksCode0
Elastic Boundary Projection for 3D Medical Image SegmentationCode0
EgoSurgery-HTS: A Dataset for Egocentric Hand-Tool Segmentation in Open Surgery VideosCode0
Microscopy Cell Segmentation via Adversarial Neural NetworksCode0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
EffSeg: Efficient Fine-Grained Instance Segmentation using Structure-Preserving SparsityCode0
GIRAFE: Glottal Imaging Dataset for Advanced Segmentation, Analysis, and Facilitative Playbacks EvaluationCode0
atTRACTive: Semi-automatic white matter tract segmentation using active learningCode0
AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New DomainsCode0
A Curriculum-style Self-training Approach for Source-Free Semantic SegmentationCode0
Efficient Yet Deep Convolutional Neural Networks for Semantic SegmentationCode0
Content-based Propagation of User Markings for Interactive Segmentation of Patterned ImagesCode0
Learning-based estimation of dielectric properties and tissue density in head models for personalized radio-frequency dosimetryCode0
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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