Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization Apr 18, 2019 Computational Efficiency Dimensionality Reduction
Code Code Available Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays Sep 7, 2021 Contrastive Learning Image Segmentation
Code Code Available What's the Point: Semantic Segmentation with Point Supervision Jun 6, 2015 Image Segmentation Semantic Segmentation
Code Code Available STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training Apr 13, 2023 Image Segmentation Medical Image Segmentation
Code Code Available ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging Aug 21, 2024 graph construction Image Segmentation
Code Code Available X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range Dependencies Jul 16, 2019 Image Segmentation Lesion Segmentation
Code Code Available Riesz-Quincunx-UNet Variational Auto-Encoder for Satellite Image Denoising Aug 25, 2022 Denoising Image Denoising
Code Code Available Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation Feb 28, 2025 Data Augmentation Image Segmentation
Code Code Available VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation Aug 21, 2016 Brain Segmentation Image Segmentation
Code Code Available A Multilinear Tongue Model Derived from Speech Related MRI Data of the Human Vocal Tract Dec 15, 2016 Denoising Image Denoising
Code Code Available Road Crack Detection Using Deep Convolutional Neural Network and Adaptive Thresholding Apr 18, 2019 Image Segmentation Semantic Segmentation
Code Code Available ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation May 1, 2020 Image Segmentation Medical Image Segmentation
Code Code Available ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical Imaging Mar 20, 2020 Brain Image Segmentation Brain Segmentation
Code Code Available Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images Aug 3, 2022 Brain Image Segmentation Data Augmentation
Code Code Available A multi-contrast MRI approach to thalamus segmentation Jul 27, 2018 Anatomy Image Segmentation
Code Code Available Exploring Generalizable Distillation for Efficient Medical Image Segmentation Jul 26, 2022 Decoder Image Segmentation
Code Code Available VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated Learning Nov 30, 2023 Autonomous Driving Edge-computing
Code Code Available Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Jan 10, 2019 GPU image-classification
Code Code Available AMMUNet: Multi-Scale Attention Map Merging for Remote Sensing Image Segmentation Apr 20, 2024 Computational Efficiency Image Segmentation
Code Code Available 3D Medical Image Segmentation based on multi-scale MPU-Net Jul 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Robust Conformal Volume Estimation in 3D Medical Images Jul 29, 2024 Conformal Prediction Density Ratio Estimation
Code Code Available Superadditivity and Convex Optimization for Globally Optimal Cell Segmentation using Deformable Shape Models Jun 23, 2022 Cell Segmentation Computational Efficiency
Code Code Available RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation Oct 1, 2024 Cross-Domain Few-Shot Few-Shot Semantic Segmentation
Code Code Available Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation Jul 27, 2022 Domain Adaptation Image Generation
Code Code Available Autoadaptive Medical Segment Anything Model Jul 2, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Tversky loss function for image segmentation using 3D fully convolutional deep networks Jun 18, 2017 Image Segmentation Lesion Segmentation
Code Code Available A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder Dec 9, 2024 Decoder Image Segmentation
Code Code Available Robust Image Segmentation Using Contour-Guided Color Palettes Dec 1, 2015 Image Segmentation Segmentation
Code Code Available Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based Framework May 12, 2025 Image Segmentation Kidney Function
Code Code Available Fast Segment Anything Jun 21, 2023 Edge Detection Image Segmentation
Code Code Available Superpixel Convolutional Networks using Bilateral Inceptions Nov 20, 2015 Image Segmentation Segmentation
Code Code Available Contrastive and Selective Hidden Embeddings for Medical Image Segmentation Jan 21, 2022 Contrastive Learning feature selection
Code Code Available Robust Online Video Instance Segmentation with Track Queries Nov 16, 2022 Image Segmentation Instance Segmentation
Code Code Available Lifting-based variational multiclass segmentation algorithm: design, convergence analysis, and implementation with applications in medical imaging Feb 9, 2022 Image Segmentation Segmentation
Code Code Available Superpixel Hierarchy May 20, 2016 Image Segmentation Segmentation
Code Code Available AI Driven Water Segmentation with deep learning models for Enhanced Flood Monitoring Jan 14, 2025 Image Segmentation Semantic Segmentation
Code Code Available Superpixels algorithms through network community detection Aug 27, 2023 Community Detection Image Segmentation
Code Code Available Fast-SCNN: Fast Semantic Segmentation Network Feb 12, 2019 Decoder Image Segmentation
Code Code Available Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation Apr 2, 2024 Image Segmentation Segmentation
Code Code Available Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no Retraining Mar 3, 2022 Denoising Image Segmentation
Code Code Available When SAM2 Meets Video Shadow and Mirror Detection Dec 26, 2024 Image Segmentation Mirror Detection
Code Code Available Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume Images Oct 19, 2018 Combinatorial Optimization Image Registration
Code Code Available Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs Mar 28, 2016 Image Segmentation Prediction
Code Code Available Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters Feb 9, 2019 Facial Landmark Detection Image Segmentation
Code Code Available Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation Oct 13, 2023 3D Semantic Segmentation Computed Tomography (CT)
Code Code Available Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency Guidance Oct 26, 2022 Computed Tomography (CT) GPU
Code Code Available A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation Apr 11, 2025 Image Segmentation Medical Image Analysis
Code Code Available Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite Imagery Nov 16, 2022 Attribute Contrastive Learning
Code Code Available Robust Video-Based Eye Tracking Using Recursive Estimation of Pupil Characteristics Jun 25, 2017 Image Segmentation Pupil Detection
Code Code Available Supervised and unsupervised segmentation using superpixels, model estimation, and Graph Cut. Nov 6, 2017 Image Segmentation Segmentation
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