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Segmentation

Papers

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Showing 11301–11350 of 13072 papers

TitleStatusHype
Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation—0
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel FramesCode0
Automatic Airway Segmentation in chest CT using Convolutional Neural Networks—0
Moving Object Segmentation in Jittery Videos by Stabilizing Trajectories Modeled in Kendall's Shape Space—0
R-grams: Unsupervised Learning of Semantic Units in Natural LanguageCode0
Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model—0
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos—0
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks—0
ChipNet: Real-Time LiDAR Processing for Drivable Region Segmentation on an FPGA—0
Road Segmentation Using CNN and Distributed LSTMCode0
Weakly- and Semi-Supervised Panoptic SegmentationCode1
An Iterative Boundary Random Walks Algorithm for Interactive Image Segmentation—0
Segmental Audio Word2Vec: Representing Utterances as Sequences of Vectors with Applications in Spoken Term Detection—0
Spinal Cord Gray Matter-White Matter Segmentation on Magnetic Resonance AMIRA Images with MD-GRU—0
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow EstimationCode0
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI—0
A Multi-task Framework for Skin Lesion Detection and Segmentation—0
Pixel-level Semantics Guided Image Colorization—0
Learning Multi-scale Features for Foreground SegmentationCode0
Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and SegmentationCode0
BiSeNet: Bilateral Segmentation Network for Real-time Semantic SegmentationCode1
Adaptive Temporal Encoding Network for Video Instance-level Human ParsingCode0
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation—0
Weakly Supervised Localisation for Fetal Ultrasound ImagesCode0
Lyrics Segmentation: Textual Macrostructure Detection using ConvolutionsCode0
Unsupervised Morphology Learning with Statistical ParadigmsCode0
A Syntax-Based Scheme for the Annotation and Segmentation of German Spoken Language Interactions—0
Cross-Document Narrative Alignment of Environmental News: A Position Paper on the Challenge of Using Event Chains to Proxy Narrative Features—0
A Multi-channel Network with Image Retrieval for Accurate Brain Tissue Segmentation—0
A Network Structure to Explicitly Reduce Confusion Errors in Semantic Segmentation—0
Recurrent neural networks for aortic image sequence segmentation with sparse annotations—0
Tumor Delineation For Brain Radiosurgery by a ConvNet and Non-Uniform Patch Generation—0
Deep Dual Pyramid Network for Barcode Segmentation using Barcode-30k Database—0
Joint Learning of Intrinsic Images and Semantic SegmentationCode0
Leveraging Motion Priors in Videos for Improving Human Segmentation—0
Modular Sensor Fusion for Semantic SegmentationCode0
Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes—0
Pulse Sequence Resilient Fast Brain Segmentation—0
REFUGE CHALLENGE 2018-Task 2:Deep Optic Disc and Cup Segmentation in Fundus Images Using U-Net and Multi-scale Feature Matching Networks—0
Deep Leaf Segmentation Using Synthetic DataCode0
Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension—0
A multi-contrast MRI approach to thalamus segmentationCode0
CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance—0
Deep Learning Methods and Applications for Region of Interest Detection in Dermoscopic Images—0
Semi-convolutional Operators for Instance Segmentation—0
Superpixel Sampling NetworksCode0
Instance Segmentation by Deep ColoringCode0
Linkage between piecewise constant Mumford-Shah model and ROF model and its virtue in image segmentation—0
Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks—0
Finding Better Subword Segmentation for Neural Machine TranslationCode0
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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