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 CNN-Based Deep Architecture for Reinforced Concrete Delamination Segmentation Through Thermography Apr 11, 2019 Image Segmentation Segmentation
— Unverified Cross-Modal Self-Attention Network for Referring Image Segmentation Apr 9, 2019 Image Segmentation Referring Expression
Code Code Available QANet -- Quality Assurance Network for Image Segmentation Apr 9, 2019 Cell Segmentation Image Segmentation
— Unverified 3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images Apr 9, 2019 Clustering Image 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 Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions Apr 8, 2019 Image Segmentation Semantic Segmentation
Code Code Available Adaptive Morphological Reconstruction for Seeded Image Segmentation Apr 8, 2019 Image Segmentation 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 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 Learning of Image Dehazing Models for Segmentation Tasks Mar 4, 2019 Image Dehazing Image Segmentation
Code Code Available Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field Mar 4, 2019 General Classification Hyperspectral Image Classification
— Unverified Fine-Grained Semantic Segmentation of Motion Capture Data using Dilated Temporal Fully-Convolutional Networks Mar 2, 2019 Action Segmentation Image Segmentation
— Unverified SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation Feb 28, 2019 Data Augmentation Deep Learning
— 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 Salient object detection on hyperspectral images using features learned from unsupervised segmentation task Feb 28, 2019 Clustering Image Segmentation
Code Code Available Nonlinear Markov Random Fields Learned via Backpropagation Feb 27, 2019 Image Segmentation Segmentation
Code Code Available FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference Feb 27, 2019 image-classification Image Classification
— Unverified 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
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