Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Feb 6, 2020 Domain Adaptation Image Segmentation
Code Code Available Unsupervised Community Detection with a Potts Model Hamiltonian, an Efficient Algorithmic Solution, and Applications in Digital Pathology Feb 5, 2020 Clustering Community Detection
— Unverified Stan: Small tumor-aware network for breast ultrasound image segmentation Feb 3, 2020 Deep Learning Image Segmentation
Code Code Available Efficient 2D neuron boundary segmentation with local topological constraints Feb 3, 2020 Image Segmentation Segmentation
— Unverified Universal Semantic Segmentation for Fisheye Urban Driving Images Jan 31, 2020 Autonomous Driving Image Segmentation
Code Code Available Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy Jan 31, 2020 Data Augmentation Image Augmentation
— Unverified Dual Convolutional LSTM Network for Referring Image Segmentation Jan 30, 2020 Decoder Image Segmentation
— Unverified OPFython: A Python-Inspired Optimum-Path Forest Classifier Jan 28, 2020 Diversity General Classification
Code Code Available Deep Learning in Multi-organ Segmentation Jan 28, 2020 Deep Learning Image Segmentation
— Unverified Discrete Signal Processing with Set Functions Jan 28, 2020 Image Segmentation Informativeness
— Unverified Medical Image Segmentation via Unsupervised Convolutional Neural Network Jan 28, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Chest X-Ray Pneumothorax Segmentation with the Multistep Post-Processing Jan 25, 2020 Image Segmentation Segmentation
— Unverified Mutual information deep regularization for semi-supervised segmentation Jan 25, 2020 Image Segmentation Medical Image Segmentation
— Unverified The Performance of Deep U-Net Pre-Clinical Organ-wise Segmentation in the Presence of Low Counting Statistics. Jan 25, 2020 Image Segmentation Medical Image Segmentation
— Unverified Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation Jan 25, 2020 Image Segmentation Medical Image Segmentation
— Unverified A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling Jan 25, 2020 Image Segmentation Semantic Segmentation
Code Code Available Siamese Content Loss Networks for Highly Imbalanced Medical Image Segmentation Jan 25, 2020 Decoder Image Segmentation
— Unverified Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns Jan 25, 2020 Domain Adaptation Image Segmentation
— Unverified Robust Submodular Minimization with Applications to Cooperative Modeling Jan 25, 2020 Image Segmentation Semantic Segmentation
— Unverified RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation Jan 24, 2020 Image Segmentation Lesion Segmentation
Code Code Available Observer variation-aware medical image segmentation by combining deep learning and surrogate-assisted genetic algorithms Jan 23, 2020 Image Segmentation Medical Image Segmentation
— Unverified Breast lesion segmentation in ultrasound images with limited annotated data Jan 21, 2020 Image Segmentation Lesion Segmentation
— Unverified SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation Jan 21, 2020 Image Segmentation Medical Image Segmentation
Code Code Available An Accurate Texture Complexity Estimation for Quality-Enhanced and Secure Image Steganography Jan 20, 2020 Image Segmentation Image Steganography
— Unverified Image Segmentation Using Deep Learning: A Survey Jan 15, 2020 Decoder Deep Learning
Code Code Available Machine Learning Pipeline for Segmentation and Defect Identification from High Resolution Transmission Electron Microscopy Data Jan 14, 2020 BIG-bench Machine Learning Image Segmentation
— Unverified Hierarchical Modeling of Multidimensional Data in Regularly Decomposed Spaces: Synthesis and Perspective Jan 13, 2020 Descriptive Image Segmentation
— Unverified Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey Jan 13, 2020 Image Segmentation Instance Segmentation
— Unverified Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention Jan 12, 2020 Brain Segmentation Hard Attention
— Unverified A context based deep learning approach for unbalanced medical image segmentation Jan 8, 2020 Deep Learning Image Segmentation
Code Code Available Automated Pavement Crack Segmentation Using U-Net-based Convolutional Neural Network Jan 7, 2020 Crack Segmentation Feature Engineering
— Unverified Unpaired Multi-modal Segmentation via Knowledge Distillation Jan 6, 2020 Image Segmentation Knowledge Distillation
Code Code Available Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification Jan 4, 2020 Classification Clustering
— Unverified A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis Jan 1, 2020 Image Segmentation Lesion Detection
Code Code Available Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction Jan 1, 2020 Image Segmentation Organ Segmentation
Code Code Available Stagnant zone segmentation with U-net Jan 1, 2020 Computed Tomography (CT) Image Segmentation
— Unverified Transfer Learning for Brain Tumor Segmentation Dec 28, 2019 Brain Tumor Segmentation Image Segmentation
— Unverified DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation Dec 27, 2019 Data Augmentation Decoder
— Unverified Efficient Video Semantic Segmentation with Labels Propagation and Refinement Dec 26, 2019 CPU GPU
— Unverified Neural ODEs for Image Segmentation with Level Sets Dec 25, 2019 Deep Learning Image Segmentation
— Unverified Generalizing Deep Models for Overhead Image Segmentation Through Getis-Ord Gi* Pooling Dec 23, 2019 Image Segmentation Semantic Segmentation
— Unverified Detecting Deepfake-Forged Contents with Separable Convolutional Neural Network and Image Segmentation Dec 21, 2019 Face Swapping Image Segmentation
— Unverified Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics Dec 20, 2019 Image Segmentation Segmentation
Code Code Available C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation Dec 20, 2019 Image Segmentation Medical Image Segmentation
— Unverified Transfer Learning with Edge Attention for Prostate MRI Segmentation Dec 20, 2019 Image Segmentation MRI segmentation
— Unverified Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation Dec 20, 2019 BIG-bench Machine Learning Image Segmentation
Code Code Available A Region-based Randers Geodesic Approach for Image Segmentation Dec 20, 2019 Boundary Detection Image Segmentation
— Unverified Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation Dec 19, 2019 Image Segmentation Medical Image Segmentation
— Unverified Multi-focus Image Fusion Based on Similarity Characteristics Dec 17, 2019 Clustering Image Segmentation
— Unverified PointRend: Image Segmentation as Rendering Dec 17, 2019 Image Segmentation Instance Segmentation
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