Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning Dec 26, 2018 image-classification Image Classification
Code Code Available Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images Dec 24, 2018 GPU Image Segmentation
— Unverified The algorithm of formation of a training set for an artificial neural network for image segmentation Dec 22, 2018 Image Segmentation Segmentation
— Unverified Unsupervised Meta-learning of Figure-Ground Segmentation via Imitating Visual Effects Dec 20, 2018 Image Generation Image Segmentation
Code Code Available Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method Dec 19, 2018 CPU GPU
— Unverified SwipeCut: Interactive Segmentation with Diversified Seed Proposals Dec 18, 2018 Diversity Image Segmentation
— Unverified OCTID: Optical Coherence Tomography Image Database Dec 17, 2018 Image Segmentation Segmentation
— Unverified Weakly Supervised Instance Segmentation Using Hybrid Network Dec 12, 2018 Image Segmentation Instance Segmentation
— Unverified Image Segmentation Based on Multiscale Fast Spectral Clustering Dec 12, 2018 Clustering Image Segmentation
— Unverified Non-local U-Net for Biomedical Image Segmentation Dec 10, 2018 Brain Image Segmentation Decoder
Code Code Available A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Dec 10, 2018 3D Medical Imaging Segmentation Ensemble Learning
Code Code Available A High-Order Scheme for Image Segmentation via a modified Level-Set method Dec 7, 2018 Image Segmentation Semantic Segmentation
— Unverified Graph Cut Segmentation Methods Revisited with a Quantum Algorithm Dec 7, 2018 Image Segmentation Segmentation
— Unverified Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss Dec 6, 2018 Anatomy Image Segmentation
— Unverified Interactive Full Image Segmentation by Considering All Regions Jointly Dec 5, 2018 All Image Segmentation
— Unverified Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking Dec 5, 2018 Deep Learning Image Registration
— Unverified Brain Segmentation from k-space with End-to-end Recurrent Attention Network Dec 5, 2018 Brain Image Segmentation Brain Segmentation
— Unverified Elastic Boundary Projection for 3D Medical Image Segmentation Dec 3, 2018 3D Medical Imaging Segmentation Image Segmentation
Code Code Available Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model Dec 3, 2018 Image Segmentation Medical Image Segmentation
Code Code Available SUSAN: Segment Unannotated image Structure using Adversarial Network Dec 3, 2018 Generative Adversarial Network Image Segmentation
— Unverified XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets Dec 3, 2018 Clustering Image Enhancement
Code Code Available Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features Dec 3, 2018 Brain Segmentation Brain Tumor Segmentation
— Unverified MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation Dec 2, 2018 Decoder Image Segmentation
— Unverified "Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors Dec 2, 2018 Image Dehazing Image Segmentation
Code Code Available On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent Nov 30, 2018 image-classification Image Classification
— Unverified 3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training Nov 29, 2018 Image Segmentation Medical Image Segmentation
— Unverified Phase Collaborative Network for Two-Phase Medical Image Segmentation Nov 28, 2018 Image Segmentation Medical Image Analysis
— Unverified CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss Nov 27, 2018 CPU Data Augmentation
— Unverified Foreground Clustering for Joint Segmentation and Localization in Videos and Images Nov 26, 2018 Clustering Image Segmentation
— Unverified Chan-Vese Reformulation for Selective Image Segmentation Nov 21, 2018 Image Segmentation Segmentation
— Unverified Marginal Weighted Maximum Log-likelihood for Efficient Learning of Perturb-and-Map models Nov 21, 2018 Image Segmentation Semantic Segmentation
— Unverified DSCnet: Replicating Lidar Point Clouds with Deep Sensor Cloning Nov 17, 2018 Autonomous Vehicles Depth Estimation
— Unverified Semi-Supervised Semantic Image Segmentation with Self-correcting Networks Nov 17, 2018 Image Segmentation Segmentation
— Unverified The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features Nov 10, 2018 Brain Image Segmentation Brain Segmentation
— Unverified Deep Learning Approach for Building Detection in Satellite Multispectral Imagery Nov 10, 2018 Deep Learning Image Segmentation
— Unverified Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net Nov 10, 2018 Brain Image Segmentation Brain Segmentation
— Unverified Validating Hyperspectral Image Segmentation Nov 8, 2018 Hyperspectral Image Segmentation Image Segmentation
Code Code Available Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks Nov 7, 2018 Image Segmentation Multi-Task Learning
Code Code Available Deep feature transfer between localization and segmentation tasks Nov 6, 2018 Image Segmentation Medical Image Segmentation
— Unverified Bootstrapping single-channel source separation via unsupervised spatial clustering on stereo mixtures Nov 6, 2018 Clustering Image Segmentation
— Unverified RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans Nov 4, 2018 Brain Tumor Segmentation Deep Attention
Code Code Available Pixel Level Data Augmentation for Semantic Image Segmentation using Generative Adversarial Networks Nov 1, 2018 Data Augmentation Image Segmentation
— Unverified Consistent estimation of the max-flow problem: Towards unsupervised image segmentation Nov 1, 2018 Brain Tumor Segmentation Decision Making
— Unverified Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Oct 29, 2018 3D Medical Imaging Segmentation Brain Image Segmentation
Code Code Available Accelerated Inference in Markov Random Fields via Smooth Riemannian Optimization Oct 27, 2018 Image Segmentation Riemannian optimization
Code Code Available Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Oct 25, 2018 Depth Estimation Depth Prediction
Code Code Available CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation Oct 23, 2018 Active Learning Image Segmentation
— Unverified Saliency guided deep network for weakly-supervised image segmentation Oct 19, 2018 Image Segmentation Segmentation
— Unverified Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume Images Oct 19, 2018 Combinatorial Optimization Image Registration
Code Code Available A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation Oct 18, 2018 Image Segmentation Lesion Segmentation
Code Code Available 