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Segmentation

Papers

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Showing 8101–8150 of 13072 papers

TitleStatusHype
Discriminative Region Suppression for Weakly-Supervised Semantic SegmentationCode1
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive FusionCode1
PointFlow: Flowing Semantics Through Points for Aerial Image SegmentationCode1
Automated segmentation of choroidal layers from 3-dimensional macular optical coherence tomography scans—0
Instance Segmentation GNNs for One-Shot Conformal Tracking at the LHC—0
Pavement Distress Detection and Segmentation using YOLOv4 and DeepLabv3 on Pavements in the Philippines—0
Unknown Object Segmentation from Stereo ImagesCode1
Temporal Action Segmentation from Timestamp SupervisionCode1
A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner DataCode1
Deep Superpixel Cut for Unsupervised Image Segmentation—0
Principal component-based image segmentation: a new approach to outline in vitro cell colonies—0
Learning a Domain-Agnostic Visual Representation for Autonomous Driving via Contrastive Loss—0
AttaNet: Attention-Augmented Network for Fast and Accurate Scene ParsingCode1
U-Net Transformer: Self and Cross Attention for Medical Image SegmentationCode1
Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient—0
Deep Learning Based 3D Segmentation: A Survey—0
Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic SegmentationCode1
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness RegularizationCode0
Uncertainty-aware Incremental Learning for Multi-organ Segmentation—0
Quadruple Augmented Pyramid Network for Multi-class COVID-19 Segmentation via CT—0
Pixel-wise Anomaly Detection in Complex Driving ScenesCode1
ChangeSim: Towards End-to-End Online Scene Change Detection in Industrial Indoor EnvironmentsCode1
Capturing Omni-Range Context for Omnidirectional SegmentationCode1
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information RegularizationCode1
Dual-Task Mutual Learning for Semi-Supervised Medical Image SegmentationCode1
Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets—0
The Weakly-Labeled Rand Index—0
Use square root affinity to regress labels in semantic segmentation—0
Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy (FLIM)Code0
Repurposing GANs for One-shot Semantic Part SegmentationCode1
TransBTS: Multimodal Brain Tumor Segmentation Using TransformerCode1
High-Resolution Segmentation of Tooth Root Fuzzy Edge Based on Polynomial Curve Fitting with Landmark Detection—0
NeRD: Neural Representation of Distribution for Medical Image SegmentationCode1
Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images—0
Learning Statistical Texture for Semantic SegmentationCode1
Hidden Backdoor Attack against Semantic Segmentation Models—0
Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually ImpairedCode0
Implicit Integration of Superpixel Segmentation into Fully Convolutional NetworksCode1
SpecTr: Spectral Transformer for Hyperspectral Pathology Image SegmentationCode1
ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly SegmentationCode1
Use of Transfer Learning and Wavelet Transform for Breast Cancer Detection—0
Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy LabelsCode1
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue GraphsCode1
Learning With Context Feedback Loop for Robust Medical Image SegmentationCode0
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image SegmentationCode1
Semi-supervised Left Atrium Segmentation with Mutual Consistency TrainingCode1
Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation—0
LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment—0
Deep Learning-based Automated Aortic Area and Distensibility Assessment: The Multi-Ethnic Study of Atherosclerosis (MESA)—0
K-means segmentation based-on lab color space for embryo detection in incubated egg—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