SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation Feb 28, 2019 Data Augmentation Deep Learning
— Unverified Salient object detection on hyperspectral images using features learned from unsupervised segmentation task Feb 28, 2019 Clustering Image Segmentation
Code Code Available FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference Feb 27, 2019 image-classification Image Classification
— Unverified Nonlinear Markov Random Fields Learned via Backpropagation Feb 27, 2019 Image Segmentation Segmentation
Code Code Available Data augmentation using learned transformations for one-shot medical image segmentation Feb 25, 2019 Anatomy Data Augmentation
Code Code Available Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data Feb 23, 2019 Generative Adversarial Network Image Segmentation
— Unverified Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Feb 21, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Class-independent sequential full image segmentation, using a convolutional net that finds a segment within an attention region, given a pointer pixel within this segment Feb 20, 2019 Image Segmentation Panoptic Segmentation
Code Code Available Dense 3D Visual Mapping via Semantic Simplification Feb 20, 2019 Image Segmentation Semantic Segmentation
— Unverified FreeLabel: A Publicly Available Annotation Tool based on Freehand Traces Feb 18, 2019 Image Segmentation Segmentation
Code Code Available Multi-Depth Fusion Network for Whole-Heart CT Image Segmentation Feb 15, 2019 Computed Tomography (CT) Heart Segmentation
— Unverified Massively Parallel Benders Decomposition for Correlation Clustering Feb 15, 2019 Clustering graph partitioning
— Unverified Brain MRI Segmentation using Rule-Based Hybrid Approach Feb 12, 2019 Anatomy Image Segmentation
— Unverified Fast-SCNN: Fast Semantic Segmentation Network Feb 12, 2019 Decoder 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 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 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 'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Feb 4, 2019 Few-Shot Learning Image 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 ACNN: a Full Resolution DCNN for Medical Image Segmentation Jan 26, 2019 Computed Tomography (CT) Image Segmentation
Code Code Available Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation Jan 26, 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 Joint shape learning and segmentation for medical images using a minimalistic deep network Jan 25, 2019 Decoder Image Segmentation
— Unverified Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Jan 24, 2019 Domain Adaptation Image Segmentation
Code Code Available Semi-Supervised Image-to-Image Translation Jan 24, 2019 Generative Adversarial Network Image Segmentation
— Unverified 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 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 Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Jan 17, 2019 Image Segmentation Segmentation
Code Code Available 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 Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation Jan 7, 2019 Deep Learning Image Segmentation
Code Code Available CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation Jan 6, 2019 Image Segmentation Segmentation
Code Code Available A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation Jan 4, 2019 Decoder Image Segmentation
— Unverified Optimal Decision-Making in Mixed-Agent Partially Observable Stochastic Environments via Reinforcement Learning Jan 4, 2019 Decision Making 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 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 