Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation Feb 11, 2019 Contour Detection Image Segmentation
Code Code Available MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation Feb 11, 2019 Image Segmentation Medical Image Segmentation
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 FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation Feb 8, 2019 Image Segmentation Lesion Segmentation
Code Code Available Instance Segmentation as Image Segmentation Annotation Feb 1, 2019 Decoder Image Segmentation
Code Code Available Learning Metric Graphs for Neuron Segmentation In Electron Microscopy Images Jan 31, 2019 Electron Microscopy Image Segmentation Image Segmentation
— Unverified DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals Jan 30, 2019 Image Segmentation Semantic Segmentation
Code Code Available Explicit topological priors for deep-learning based image segmentation using persistent homology Jan 29, 2019 Image Segmentation Left Ventricle Segmentation
— Unverified Automated Quality Control in Image Segmentation: Application to the UK Biobank Cardiac MR Imaging Study Jan 27, 2019 General Classification Image Segmentation
— Unverified Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation Jan 26, 2019 Decoder Image Segmentation
— Unverified ACNN: a Full Resolution DCNN for Medical Image Segmentation Jan 26, 2019 Computed Tomography (CT) Image Segmentation
Code Code Available Joint shape learning and segmentation for medical images using a minimalistic deep network Jan 25, 2019 Decoder Image Segmentation
— Unverified Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation Jan 25, 2019 Image Segmentation Segmentation
Code Code Available Semi-Supervised Image-to-Image Translation Jan 24, 2019 Generative Adversarial Network Image Segmentation
— Unverified On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problems Jan 22, 2019 Dimensionality Reduction General Classification
Code Code Available Unsupervised Automated Event Detection using an Iterative Clustering based Segmentation Approach Jan 22, 2019 Clustering Event Detection
— Unverified Reducing the Model Variance of a Rectal Cancer Segmentation Network Jan 22, 2019 Data Augmentation Image Segmentation
— Unverified UltraCompression: Framework for High Density Compression of Ultrasound Volumes using Physics Modeling Deep Neural Networks Jan 17, 2019 Image Compression Image Segmentation
— Unverified Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation Jan 15, 2019 Decoder Image Segmentation
— Unverified Automated Deep Photo Style Transfer Jan 12, 2019 Image Segmentation Segmentation
Code Code Available Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems Jan 11, 2019 Deep Learning Image Segmentation
— Unverified Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Jan 10, 2019 GPU image-classification
Code Code Available Interactive Image Segmentation using Label Propagation through Complex Networks Jan 9, 2019 Image Segmentation Interactive Segmentation
— Unverified Image Recognition of Tea Leaf Diseases Based on Convolutional Neural Network Jan 9, 2019 General Classification Image Segmentation
— Unverified A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation Jan 4, 2019 Decoder Image Segmentation
— Unverified Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks Jan 4, 2019 Deep Learning Image Segmentation
Code Code Available Optimal Decision-Making in Mixed-Agent Partially Observable Stochastic Environments via Reinforcement Learning Jan 4, 2019 Decision Making Image Segmentation
— Unverified CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Jan 3, 2019 Diagnostic Image Segmentation
Code Code Available Flow Based Self-supervised Pixel Embedding for Image Segmentation Jan 2, 2019 Image Segmentation Optical Flow Estimation
— Unverified Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions Dec 30, 2018 Autonomous Driving Image Segmentation
Code Code Available Annotation-cost Minimization for Medical Image Segmentation using Suggestive Mixed Supervision Fully Convolutional Networks Dec 29, 2018 Image Segmentation Medical Image Segmentation
— Unverified 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 A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Dec 10, 2018 3D Medical Imaging Segmentation Ensemble Learning
Code Code Available Graph Cut Segmentation Methods Revisited with a Quantum Algorithm Dec 7, 2018 Image Segmentation Segmentation
— Unverified A High-Order Scheme for Image Segmentation via a modified Level-Set method Dec 7, 2018 Image Segmentation Semantic 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 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 Interactive Full Image Segmentation by Considering All Regions Jointly Dec 5, 2018 All Image Segmentation
— Unverified 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 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 Elastic Boundary Projection for 3D Medical Image Segmentation Dec 3, 2018 3D Medical Imaging Segmentation Image Segmentation
Code Code Available SUSAN: Segment Unannotated image Structure using Adversarial Network Dec 3, 2018 Generative Adversarial Network Image Segmentation
— Unverified 