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Segmentation

Papers

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Showing 4951–5000 of 13072 papers

TitleStatusHype
Spatially Covariant Lesion Segmentation—0
SoftEnNet: Symbiotic Monocular Depth Estimation and Lumen Segmentation for Colonoscopy Endorobots—0
Measuring uncertainty in human visual segmentation—0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
Reslicing Ultrasound Images for Data Augmentation and Vessel Reconstruction—0
Active learning for medical image segmentation with stochastic batchesCode1
Curvilinear object segmentation in medical images based on ODoS filter and deep learning network—0
Training Semantic Segmentation on Heterogeneous Datasets—0
Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation—0
Semi-Supervised Semantic Segmentation via Gentle Teaching AssistantCode1
SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations—0
Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks—0
Composite Deep Network with Feature Weighting for Improved Delineation of COVID Infection in Lung CT—0
Multi Kernel Positional Embedding ConvNeXt for Polyp SegmentationCode1
Linguistic Query-Guided Mask Generation for Referring Image Segmentation—0
Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis—0
Post-Train Adaptive U-Net for Image Segmentation—0
Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels—0
Hematoxylin and eosin stained oral squamous cell carcinoma histological images datasetCode1
Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological imagesCode0
A Comprehensive Review of Modern Object Segmentation Approaches—0
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image SegmentationCode1
Open-vocabulary Object Segmentation with Diffusion ModelsCode1
Adaptive Context Selection for Polyp SegmentationCode1
Semantic Segmentation via Pixel-to-Center Similarity Calculation—0
Lesion-aware Dynamic Kernel for Polyp SegmentationCode1
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation—0
Self-Supervised Correction Learning for Semi-Supervised Biomedical Image SegmentationCode1
An atrium segmentation network with location guidance and siamese adjustment—0
LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution AttentionCode1
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image SegmentationCode1
SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-task Learning—0
Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation—0
A new dataset for measuring the performance of blood vessel segmentation methods under distribution shiftsCode0
Head-Free Lightweight Semantic Segmentation with Linear TransformerCode1
Explaining Deep Models through Forgettable Learning Dynamics—0
Vision Transformers Are Good Mask Auto-Labelers—0
Streaming Punctuation: A Novel Punctuation Technique Leveraging Bidirectional Context for Continuous Speech Recognition—0
Learning with minimal effort: leveraging in silico labeling for cell and nucleus segmentationCode0
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challengeCode1
FullStop:Punctuation and Segmentation Prediction for Dutch with Transformers—0
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer—0
Automatic segmentation of clear cell renal cell tumors, kidney, and cysts in patients with von Hippel-Lindau syndrome using U-net architecture on magnetic resonance images—0
Difference of Anisotropic and Isotropic TV for Segmentation under Blur and Poisson NoiseCode0
Graph Convolution Based Cross-Network Multi-Scale Feature Fusion for Deep Vessel Segmentation—0
TarViS: A Unified Approach for Target-based Video SegmentationCode1
Topic Segmentation Model Focusing on Local Context—0
Enabling Augmented Segmentation and Registration in Ultrasound-Guided Spinal Surgery via Realistic Ultrasound Synthesis from Diagnostic CT Volume—0
Object Segmentation with Audio Context—0
A deep local attention network for pre-operative lymph node metastasis prediction in pancreatic cancer via multiphase CT imaging—0
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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