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Segmentation

Papers

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Showing 5351–5400 of 13072 papers

TitleStatusHype
UNet-2022: Exploring Dynamics in Non-isomorphic Architecture—0
Fully Automated Deep Learning-enabled Detection for Hepatic Steatosis on Computed Tomography: A Multicenter International Validation Study—0
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image SegmentationCode0
TRScore: A Novel GPT-based Readability Scorer for ASR Segmentation and Punctuation model evaluation and selection—0
Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch?Code0
Smart Speech Segmentation using Acousto-Linguistic Features with look-ahead—0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
SINCO: A Novel structural regularizer for image compression using implicit neural representations—0
RGB-T Semantic Segmentation with Location, Activation, and SharpeningCode1
Segmentation of Bruch's Membrane in retinal OCT with AMD using anatomical priors and uncertainty quantification—0
How precise are performance estimates for typical medical image segmentation tasks?—0
TPFNet: A Novel Text In-painting Transformer for Text RemovalCode1
Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency GuidanceCode0
Topical Segmentation of Spoken Narratives: A Test Case on Holocaust Survivor TestimoniesCode0
Learning Explicit Object-Centric Representations with Vision Transformers—0
From colouring-in to pointillism: revisiting semantic segmentation supervision—0
Pointly-Supervised Panoptic SegmentationCode1
DilatedSegNet: A Deep Dilated Segmentation Network for Polyp SegmentationCode1
A Theory of Stable Market Segmentations—0
MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled DataCode1
Don't Discard Fixed-Window Audio Segmentation in Speech-to-Text TranslationCode0
WDA-Net: Weakly-Supervised Domain Adaptive Segmentation of Electron MicroscopyCode0
BARS: A Benchmark for Airport Runway SegmentationCode1
Towards an efficient Iris Recognition System on Embedded Devices—0
GradMix for nuclei segmentation and classification in imbalanced pathology image datasets—0
CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation NetworkCode1
Large Batch and Patch Size Training for Medical Image Segmentation—0
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical AnalysisCode0
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation TrackCode1
Self-supervised Amodal Video Object SegmentationCode0
An Interpretable Deep Semantic Segmentation Method for Earth Observation—0
Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation—0
Diversity-Promoting Ensemble for Medical Image Segmentation—0
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images—0
SLAMs: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation—0
High-Fidelity Visual Structural Inspections through Transformers and Learnable Resizers—0
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathologyCode1
Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural Networks—0
CobNet: Cross Attention on Object and Background for Few-Shot Segmentation—0
Adversarial Transformer for Repairing Human Airway Segmentation—0
Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image SegmentationCode1
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming—0
Improving Segmentation of Breast Ultrasound Images: Semi Automatic Two Pointers Histogram Splitting Technique—0
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram VideosCode1
MGTUNet: An new UNet for colon nuclei instance segmentation and quantification—0
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning—0
SimpleClick: Interactive Image Segmentation with Simple Vision TransformersCode2
Large-batch Optimization for Dense Visual PredictionsCode1
Segmentation-free Direct Iris Localization Networks—0
Improved lung segmentation based on U-Net architecture and morphological operations—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