Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Apr 22, 2019 Image Segmentation Medical Image Segmentation
Code Code Available A Fast, Semi-Automatic Brain Structure Segmentation Algorithm for Magnetic Resonance Imaging Apr 21, 2019 Image Segmentation Medical Image Segmentation
— Unverified Self-Supervised Audio-Visual Co-Segmentation Apr 18, 2019 Image Segmentation Segmentation
— Unverified VoteNet: A Deep Learning Label Fusion Method for Multi-Atlas Segmentation Apr 18, 2019 Image Segmentation Medical Image Segmentation
— Unverified Road Crack Detection Using Deep Convolutional Neural Network and Adaptive Thresholding Apr 18, 2019 Image Segmentation Semantic Segmentation
Code Code Available Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization Apr 18, 2019 Computational Efficiency Dimensionality Reduction
Code Code Available Region homogeneity in the Logarithmic Image Processing framework: application to region growing algorithms Apr 17, 2019 Image Segmentation Semantic Segmentation
— Unverified Automated Design of Deep Learning Methods for Biomedical Image Segmentation Apr 17, 2019 Deep Learning Image Segmentation
Code Code Available DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Apr 17, 2019 Data Augmentation Image Registration
Code Code Available Deep learning for image segmentation: veritable or overhyped? Apr 16, 2019 Deep Learning General Classification
— Unverified CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation Apr 16, 2019 Cloud Detection Image Segmentation
Code Code Available Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images Apr 16, 2019 Image Augmentation Image Restoration
— Unverified UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic Images Apr 12, 2019 3D Reconstruction Electron Microscopy Image Segmentation
Code Code Available Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology Apr 12, 2019 Image Segmentation Segmentation
— Unverified CNN-Based Deep Architecture for Reinforced Concrete Delamination Segmentation Through Thermography Apr 11, 2019 Image Segmentation Segmentation
— Unverified Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds Apr 9, 2019 Image Compression Image Segmentation
— Unverified QANet -- Quality Assurance Network for Image Segmentation Apr 9, 2019 Cell Segmentation Image Segmentation
— Unverified Cross-Modal Self-Attention Network for Referring Image Segmentation Apr 9, 2019 Image Segmentation Referring Expression
Code Code Available 3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images Apr 9, 2019 Clustering Image Segmentation
— Unverified Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions Apr 8, 2019 Image Segmentation Semantic Segmentation
Code Code Available From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal Images Apr 8, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Adaptive Morphological Reconstruction for Seeded Image Segmentation Apr 8, 2019 Image Segmentation Segmentation
Code Code Available Mumford-Shah Loss Functional for Image Segmentation with Deep Learning Apr 5, 2019 Deep Learning Image Segmentation
Code Code Available Improved Inference via Deep Input Transfer Apr 4, 2019 Image Segmentation Lesion Segmentation
— Unverified Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks Apr 4, 2019 Anatomy Brain Segmentation
— Unverified MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based Tasks Apr 3, 2019 Image Segmentation Real-Time Semantic Segmentation
Code Code Available Thickened 2D Networks for Efficient 3D Medical Image Segmentation Apr 2, 2019 Image Segmentation Medical Image Segmentation
— Unverified Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation Apr 1, 2019 Image Segmentation Landmine
— Unverified Feature Fusion Encoder Decoder Network For Automatic Liver Lesion Segmentation Mar 28, 2019 Decoder Image Segmentation
— Unverified Radiological images and machine learning: trends, perspectives, and prospects Mar 27, 2019 BIG-bench Machine Learning Content-Based Image Retrieval
— Unverified Deep Co-Training for Semi-Supervised Image Segmentation Mar 27, 2019 Diversity Image Segmentation
Code Code Available CUSUM Filter for Brain Segmentation on DSC Perfusion MR Head Scans with Abnormal Brain Anatomy Mar 26, 2019 Anatomy Brain Segmentation
— Unverified An Approach for Adaptive Automatic Threat Recognition Within 3D Computed Tomography Images for Baggage Security Screening Mar 25, 2019 Computed Tomography (CT) Image Segmentation
— Unverified Scene Understanding for Autonomous Manipulation with Deep Learning Mar 23, 2019 Action Understanding Affordance Detection
— Unverified Learning Disentangled Representations of Satellite Image Time Series Mar 21, 2019 Change Detection image-classification
— Unverified Robust Image Segmentation Quality Assessment Mar 20, 2019 Image Segmentation Segmentation
— Unverified Efficient Smoothing of Dilated Convolutions for Image Segmentation Mar 19, 2019 Image Segmentation Segmentation
Code Code Available Interactive segmentation of medical images through fully convolutional neural networks Mar 19, 2019 Computed Tomography (CT) Diagnostic
— Unverified SuperPatchMatch: an Algorithm for Robust Correspondences using Superpixel Patches Mar 17, 2019 Image Segmentation Medical Image Segmentation
— Unverified Multi-label Cloud Segmentation Using a Deep Network Mar 15, 2019 Cloud Detection Image Segmentation
Code Code Available Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks Mar 11, 2019 Decoder Image Segmentation
— Unverified Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative Mar 10, 2019 Image Segmentation MRI segmentation
— Unverified Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data Mar 7, 2019 Bladder Segmentation Data Augmentation
— Unverified CE-Net: Context Encoder Network for 2D Medical Image Segmentation Mar 7, 2019 Cell Segmentation Decoder
Code Code Available Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation Mar 6, 2019 Density Estimation Image Segmentation
— Unverified Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field Mar 4, 2019 General Classification Hyperspectral Image Classification
— Unverified Learning of Image Dehazing Models for Segmentation Tasks Mar 4, 2019 Image Dehazing Image Segmentation
Code Code Available Fine-Grained Semantic Segmentation of Motion Capture Data using Dilated Temporal Fully-Convolutional Networks Mar 2, 2019 Action Segmentation Image Segmentation
— Unverified Segmentation of Roots in Soil with U-Net Feb 28, 2019 Image Segmentation Segmentation
Code Code Available Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation Feb 28, 2019 Image Segmentation Lesion Segmentation
— Unverified 