Large-Scale Electron Microscopy Image Segmentation in Spark Apr 1, 2016 Electron Microscopy Image Segmentation Image Segmentation
Code Code Available 5 Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Aug 14, 2023 Image Segmentation Lesion Segmentation
Code Code Available 5 Large-scale image segmentation based on distributed clustering algorithms Jun 21, 2021 Chunking Clustering
Code Code Available 5 Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image Segmentation Jun 24, 2024 Computational Efficiency Image Segmentation
Code Code Available 5 A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation May 9, 2020 Denoising Image Segmentation
Code Code Available 5 Efficient Smoothing of Dilated Convolutions for Image Segmentation Mar 19, 2019 Image Segmentation Segmentation
Code Code Available 5 Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning May 31, 2023 Cell Segmentation Image Segmentation
Code Code Available 5 Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation Mar 11, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification Mar 23, 2023 Image Segmentation Segmentation
Code Code Available 5 Analysis of the performance of U-Net neural networks for the segmentation of living cells Oct 4, 2022 Cell Segmentation Cell Tracking
Code Code Available 5 Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation Jul 26, 2017 GPU Image Segmentation
Code Code Available 5 Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Mar 13, 2017 General Classification Image Segmentation
Code Code Available 5 Language-Based Image Editing with Recurrent Attentive Models Nov 16, 2017 Colorization Image Colorization
Code Code Available 5 LadderNet: Multi-path networks based on U-Net for medical image segmentation Oct 17, 2018 Decoder Image Segmentation
Code Code Available 5 Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation Sep 12, 2024 Image Segmentation Medical Diagnosis
Code Code Available 5 Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation Sep 14, 2022 Computed Tomography (CT) Image Segmentation
Code Code Available 5 AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation Aug 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation Jan 25, 2019 Image Segmentation Segmentation
Code Code Available 5 LACFormer: Toward accurate and efficient polyp segmentation Nov 23, 2023 Decoder Image Segmentation
Code Code Available 5 Elastic Boundary Projection for 3D Medical Image Segmentation Dec 3, 2018 3D Medical Imaging Segmentation Image Segmentation
Code Code Available 5 Kvasir-SEG: A Segmented Polyp Dataset Nov 16, 2019 Image Segmentation Medical Image Analysis
Code Code Available 5 A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip Arthroplasty Jun 7, 2023 Active Learning Anatomy
Code Code Available 5 KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level Feb 11, 2025 Image Segmentation Segmentation
Code Code Available 5 Music2P: A Multi-Modal AI-Driven Tool for Simplifying Album Cover Design Aug 3, 2024 Code Generation Image Segmentation
Code Code Available 5 Auto-nnU-Net: Towards Automated Medical Image Segmentation May 22, 2025 AutoML Computational Efficiency
Code Code Available 5 Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT Nov 11, 2022 Image Segmentation Knowledge Distillation
Code Code Available 5 Analysis of Information Flow Through U-Nets Jan 21, 2021 Image Segmentation Semantic Segmentation
Code Code Available 5 Deep Neural Networks Motivated by Partial Differential Equations Apr 12, 2018 Denoising image-classification
Code Code Available 5 Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images Nov 24, 2022 Image Registration Image Segmentation
Code Code Available 5 Kernelized Weighted SUSAN based Fuzzy C-Means Clustering for Noisy Image Segmentation Mar 28, 2016 Clustering Image Segmentation
Code Code Available 5 LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation Jun 22, 2020 Image Segmentation Segmentation
Code Code Available 5 IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks Dec 12, 2019 Image Segmentation Retinal Vessel Segmentation
Code Code Available 5 JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection May 19, 2023 Fovea Detection Image Segmentation
Code Code Available 5 DeepMerge: Deep-Learning-Based Region-Merging for Image Segmentation May 31, 2023 Deep Learning Image Segmentation
Code Code Available 5 iResSENet: An Accurate Convolutional Neural Network for Retinal Blood Vessel Segmentation Apr 13, 2023 Image Segmentation Segmentation
Code Code Available 5 A Bayesian Approach to Weakly-supervised Laparoscopic Image Segmentation Oct 11, 2024 Image Segmentation Segmentation
Code Code Available 5 Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks Jan 4, 2019 Deep Learning Image Segmentation
Code Code Available 5 Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image Segmentation Jul 22, 2021 Data Augmentation Image Segmentation
Code Code Available 5 Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative Learning Sep 11, 2024 Image Segmentation Segmentation
Code Code Available 5 IODeep: an IOD for the introduction of deep learning in the DICOM standard Nov 10, 2023 Diagnostic Federated Learning
Code Code Available 5 Intracranial Hemorrhage Segmentation Using Deep Convolutional Model Oct 18, 2019 Image Segmentation Medical Image Segmentation
Code Code Available 5 CANet: Context aware network with dual-stream pyramid for medical image segmentation Mar 5, 2023 2D Semantic Segmentation Decoder
Code Code Available 5 Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data Aug 30, 2023 Data Augmentation Image Segmentation
Code Code Available 5 Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis Jul 8, 2024 Image Segmentation Lesion Segmentation
Code Code Available 5 Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks Jun 28, 2023 Decoder Image Segmentation
Code Code Available 5 Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data Nov 28, 2023 Decision Making Generative Adversarial Network
Code Code Available 5 Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel Dataset Feb 15, 2025 Image Segmentation Segmentation
Code Code Available 5 Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography Jul 11, 2019 Image Segmentation Segmentation
Code Code Available 5 Interactive Learning for Semantic Segmentation in Earth Observation Sep 23, 2020 Domain Adaptation Earth Observation
Code Code Available 5 Interactive Image Segmentation with Cross-Modality Vision Transformers Jul 5, 2023 Image Segmentation Interactive Segmentation
Code Code Available 5 