LadderNet: Multi-path networks based on U-Net for medical image segmentation Oct 17, 2018 Decoder Image Segmentation
Code Code Available SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth Oct 15, 2018 Image Segmentation Segmentation
Code Code Available A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation Oct 14, 2018 Clustering Image Segmentation
— Unverified A Gentle Introduction to Deep Learning in Medical Image Processing Oct 12, 2018 Deep Learning Image Registration
— Unverified A Novel Domain Adaptation Framework for Medical Image Segmentation Oct 11, 2018 Domain Adaptation Image Registration
— Unverified Image Segmentation using Unsupervised Watershed Algorithm with an Over-segmentation Reduction Technique Oct 9, 2018 Image Segmentation Segmentation
— Unverified Light-Weight RefineNet for Real-Time Semantic Segmentation Oct 8, 2018 GPU Image Segmentation
Code Code Available Deep Geodesic Learning for Segmentation and Anatomical Landmarking Oct 6, 2018 Anatomy Data Augmentation
— Unverified Dark Model Adaptation: Semantic Image Segmentation from Daytime to Nighttime Oct 5, 2018 Image Segmentation Segmentation
— Unverified PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation Oct 3, 2018 Image Segmentation Medical Image Segmentation
— Unverified Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan? Oct 3, 2018 Data Augmentation Image Segmentation
— Unverified Learning Discriminators as Energy Networks in Adversarial Learning Oct 2, 2018 Image Segmentation Multi-Label Classification
— Unverified Multi-Level Contextual Network for Biomedical Image Segmentation Sep 30, 2018 Image Segmentation Segmentation
Code Code Available Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation Sep 30, 2018 Anatomy Atrial Fibrillation Recurrence Estimation
— Unverified Diagnostics in Semantic Segmentation Sep 27, 2018 Image Segmentation Scene Understanding
— Unverified Image Reconstruction Using Deep Learning Sep 27, 2018 Deep Learning Denoising
— Unverified Effective Cloud Detection and Segmentation using a Gradient-Based Algorithm for Satellite Imagery; Application to improve PERSIANN-CCS Sep 27, 2018 Cloud Detection Image Segmentation
— Unverified Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI Sep 27, 2018 Deep Learning Image Segmentation
— Unverified nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation Sep 27, 2018 Image Segmentation Medical Image Segmentation
Code Code Available Open Source Presentation Attack Detection Baseline for Iris Recognition Sep 26, 2018 Image Segmentation Iris Recognition
Code Code Available Semantic and structural image segmentation for prosthetic vision Sep 25, 2018 Image Segmentation Object
— Unverified Modern Convex Optimization to Medical Image Analysis Sep 24, 2018 Computed Tomography (CT) Image Segmentation
— Unverified Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation Sep 21, 2018 Image Segmentation Infant Brain Mri Segmentation
— Unverified Unsupervised Image to Sequence Translation with Canvas-Drawer Networks Sep 21, 2018 Image Segmentation Semantic Segmentation
Code Code Available Recent progress in semantic image segmentation Sep 20, 2018 Image Segmentation Segmentation
— Unverified Mask Editor : an Image Annotation Tool for Image Segmentation Tasks Sep 17, 2018 Image Cropping Image Segmentation
Code Code Available A Time Series Graph Cut Image Segmentation Scheme for Liver Tumors Sep 13, 2018 Image Segmentation Liver Segmentation
— Unverified Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer Sep 11, 2018 Image Segmentation Segmentation
— Unverified Searching for Efficient Multi-Scale Architectures for Dense Image Prediction Sep 11, 2018 image-classification Image Classification
— Unverified Interactive Binary Image Segmentation with Edge Preservation Sep 10, 2018 Image Segmentation Interactive Segmentation
— Unverified Computation of Total Kidney Volume from CT images in Autosomal Dominant Polycystic Kidney Disease using Multi-Task 3D Convolutional Neural Networks Sep 7, 2018 Image Segmentation Medical Image Segmentation
— Unverified YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark Sep 6, 2018 Image Segmentation Object
— Unverified Content-based Propagation of User Markings for Interactive Segmentation of Patterned Images Sep 6, 2018 Classification Clustering
Code Code Available Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach Sep 5, 2018 Decoder Generative Adversarial Network
— Unverified Fewer is More: Image Segmentation Based Weakly Supervised Object Detection with Partial Aggregation Sep 4, 2018 Image Segmentation Object
— Unverified Iris recognition in cases of eye pathology Sep 4, 2018 Image Segmentation Iris Recognition
— Unverified YouTube-VOS: Sequence-to-Sequence Video Object Segmentation Sep 3, 2018 Image Segmentation Object
Code Code Available Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors Sep 3, 2018 Image Segmentation Semantic Segmentation
— Unverified Key-Word-Aware Network for Referring Expression Image Segmentation Sep 1, 2018 Image Segmentation Object
— Unverified Interactive Boundary Prediction for Object Selection Sep 1, 2018 Decoder Image Segmentation
— Unverified Multi-Scale Context Intertwining for Semantic Segmentation Sep 1, 2018 Image Segmentation Segmentation
— Unverified Iris Recognition with a Database of Iris Images Obtained in Visible Light Using Smartphone Camera Sep 1, 2018 Image Segmentation Iris Recognition
— Unverified Cataract influence on iris recognition performance Sep 1, 2018 Image Segmentation Iris Recognition
— Unverified Understanding Neural Pathways in Zebrafish through Deep Learning and High Resolution Electron Microscope Data Aug 31, 2018 Deep Learning Image Segmentation
— Unverified 3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes Aug 31, 2018 Brain Segmentation Image Segmentation
— Unverified A Simplified Approach to Deep Learning for Image Segmentation Aug 31, 2018 Deep Learning General Classification
— Unverified Group-Representative Functional Network Estimation from Multi-Subject fMRI Data via MRF-based Image Segmentation Aug 29, 2018 Clustering Image Segmentation
— Unverified Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach Aug 26, 2018 Image Segmentation Segmentation
Code Code Available A Brief Survey and an Application of Semantic Image Segmentation for Autonomous Driving Aug 25, 2018 Autonomous Driving Autonomous Vehicles
— Unverified Segmentation of Microscopy Data for finding Nuclei in Divergent Images Aug 19, 2018 Cell Segmentation Image Segmentation
— Unverified 