Pick-and-Learn: Automatic Quality Evaluation for Noisy-Labeled Image Segmentation Jul 27, 2019 Image Segmentation Segmentation
— Unverified Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation Jul 26, 2019 Image Segmentation Medical Image Analysis
— Unverified Attention Guided Network for Retinal Image Segmentation Jul 25, 2019 Image Segmentation Segmentation
Code Code Available ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation Jul 25, 2019 Image Segmentation Medical Image Analysis
Code Code Available Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation Jul 25, 2019 Image Segmentation Segmentation
Code Code Available One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud Jul 24, 2019 Image Segmentation Image to 3D
— Unverified Mixed-Supervised Dual-Network for Medical Image Segmentation Jul 24, 2019 Image Segmentation Medical Image Segmentation
— Unverified Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images Jul 23, 2019 Image Segmentation Segmentation
— Unverified From Active Contours to Minimal Geodesic Paths: New Solutions to Active Contours Problems by Eikonal Equations Jul 23, 2019 Boundary Detection Image Segmentation
— Unverified Domain specific cues improve robustness of deep learning based segmentation of ct volumes Jul 23, 2019 Computed Tomography (CT) Data Augmentation
— Unverified Incremental Class Discovery for Semantic Segmentation with RGBD Sensing Jul 23, 2019 Image Segmentation Segmentation
— Unverified Improving Brain Magnetic Resonance Image MRI Segmentation via a Novel Algorithm based on Genetic and Regional Growth Jul 22, 2019 Anatomy Image Segmentation
— Unverified An Efficient 3D CNN for Action/Object Segmentation in Video Jul 21, 2019 Action Segmentation Decoder
— Unverified CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke Jul 16, 2019 Decoder Image Segmentation
Code Code Available Separable Convolutional LSTMs for Faster Video Segmentation Jul 16, 2019 GPU Image Segmentation
Code Code Available X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range Dependencies Jul 16, 2019 Image Segmentation Lesion Segmentation
Code Code Available Stereo-based terrain traversability analysis using normal-based segmentation and superpixel surface analysis Jul 16, 2019 3D Reconstruction All
— Unverified Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation Jul 16, 2019 Image Segmentation Left Atrium Segmentation
Code Code Available DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention Jul 15, 2019 Image Segmentation Medical Image Segmentation
Code Code Available A Divide-and-Conquer Approach towards Understanding Deep Networks Jul 14, 2019 Image Segmentation Medical Image Segmentation
— Unverified Understanding Deep Learning Techniques for Image Segmentation Jul 13, 2019 Deep Learning Image Segmentation
— Unverified Gated-SCNN: Gated Shape CNNs for Semantic Segmentation Jul 12, 2019 Image Segmentation Semantic Segmentation
Code Code Available Deep Active Learning for Axon-Myelin Segmentation on Histology Data Jul 11, 2019 Active Learning Anatomy
Code Code Available Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography Jul 11, 2019 Image Segmentation Segmentation
Code Code Available Introduction to Camera Pose Estimation with Deep Learning Jul 8, 2019 Camera Pose Estimation Deep Learning
— Unverified Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation Jul 7, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation Jul 5, 2019 Domain Adaptation Image Segmentation
— Unverified Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction Jul 5, 2019 Image Segmentation Medical Image Analysis
— Unverified A General Framework for Complex Network-Based Image Segmentation Jul 4, 2019 Community Detection Image Segmentation
— Unverified Using Deep Learning to Count Albatrosses from Space Jul 3, 2019 Deep Learning Image Segmentation
— Unverified Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound Jul 3, 2019 Image Segmentation Medical Image Segmentation
Code Code Available DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images Jul 3, 2019 Anatomy Deep Learning
— Unverified Improving the generalizability of convolutional neural network-based segmentation on CMR images Jul 2, 2019 Image Segmentation Segmentation
Code Code Available SLSNet: Skin lesion segmentation using a lightweight generative adversarial network Jul 1, 2019 Generative Adversarial Network GPU
— Unverified Conditional Segmentation in Lieu of Image Registration Jun 30, 2019 Image Registration Image Segmentation
— Unverified A Regularized Convolutional Neural Network for Semantic Image Segmentation Jun 28, 2019 Image Segmentation object-detection
— Unverified CaDIS: Cataract Dataset for Image Segmentation Jun 27, 2019 2D Semantic Segmentation task 1 (8 classes) 2D Semantic Segmentation task 2 (17 classes)
— Unverified Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation Jun 26, 2019 Domain Adaptation Image Segmentation
Code Code Available Topology Maintained Structure Encoding Jun 26, 2019 Image Segmentation Object Recognition
— Unverified A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet Jun 25, 2019 Decoder Image Segmentation
— Unverified Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization Jun 25, 2019 Adversarial Defense Image Segmentation
— Unverified Learning a sparse database for patch-based medical image segmentation Jun 25, 2019 Image Segmentation Medical Image Segmentation
— Unverified Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants Jun 24, 2019 Image Segmentation Lesion Segmentation
Code Code Available Learning to segment microscopy images with lazy labels Jun 20, 2019 Image Segmentation Multi-Task Learning
— Unverified A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation Jun 18, 2019 Active Learning Image Segmentation
— Unverified A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation Jun 14, 2019 image-classification Image Classification
Code Code Available Scalable Neural Architecture Search for 3D Medical Image Segmentation Jun 13, 2019 Decoder Image Segmentation
— Unverified Topology-Preserving Deep Image Segmentation Jun 12, 2019 Image Segmentation Segmentation
Code Code Available Mimic and Fool: A Task Agnostic Adversarial Attack Jun 11, 2019 Adversarial Attack Image Captioning
Code Code Available `Project & Excite' Modules for Segmentation of Volumetric Medical Scans Jun 11, 2019 Brain Segmentation Image Segmentation
Code Code Available 