HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images Jun 22, 2020 Decoder Image Segmentation
Code Code Available Fully Automated 3D Segmentation of MR-Imaged Calf Muscle Compartments: Neighborhood Relationship Enhanced Fully Convolutional Network Jun 21, 2020 Decoder Edge Detection
— Unverified Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition Jun 20, 2020 Action Classification Action Recognition
Code Code Available G-image Segmentation: Similarity-preserving Fuzzy C-Means with Spatial Information Constraint in Wavelet Space Jun 20, 2020 Image Segmentation Semantic Segmentation
— Unverified Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift Jun 19, 2020 Denoising Image Segmentation
— Unverified Video Semantic Segmentation with Distortion-Aware Feature Correction Jun 18, 2020 Image Segmentation Optical Flow Estimation
Code Code Available Task-agnostic Out-of-Distribution Detection Using Kernel Density Estimation Jun 18, 2020 Autonomous Driving Classification
Code Code Available Contrastive learning of global and local features for medical image segmentation with limited annotations Jun 18, 2020 Contrastive Learning Data Augmentation
Code Code Available Cardiac Segmentation with Strong Anatomical Guarantees Jun 15, 2020 Cardiac Segmentation Image Segmentation
Code Code Available A Generalized Asymmetric Dual-front Model for Active Contours and Image Segmentation Jun 14, 2020 Image Segmentation Semantic Segmentation
— Unverified Spectral Image Segmentation with Global Appearance Modeling Jun 11, 2020 Image Segmentation Semantic Segmentation
— Unverified Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty Jun 10, 2020 Image Segmentation Segmentation
Code Code Available Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment Jun 10, 2020 Disaster Response Image Segmentation
— Unverified Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation Jun 10, 2020 Data Augmentation Image Segmentation
— Unverified A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images Jun 9, 2020 Image Segmentation Semantic Segmentation
— Unverified DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Jun 8, 2020 Cell Segmentation Colorectal Polyps Characterization
Code Code Available KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations Jun 8, 2020 Anatomy Image Segmentation
Code Code Available Learning pose variations within shape population by constrained mixtures of factor analyzers Jun 7, 2020 Image Segmentation Segmentation
— Unverified MSDU-net: A Multi-Scale Dilated U-net for Blur Detection Jun 5, 2020 Image Segmentation Segmentation
— Unverified Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation Jun 5, 2020 Image Segmentation Semantic Segmentation
Code Code Available Bayesian optimization for modular black-box systems with switching costs Jun 4, 2020 Bayesian Optimization Image Segmentation
— Unverified Uncertainty quantification in medical image segmentation with normalizing flows Jun 4, 2020 Diversity Image Segmentation
Code Code Available Severability of mesoscale components and local time scales in dynamical networks Jun 4, 2020 Image Segmentation Semantic Segmentation
Code Code Available TESA: Tensor Element Self-Attention via Matricization Jun 1, 2020 Image Inpainting Image Segmentation
— Unverified Progressive Mirror Detection Jun 1, 2020 Diversity Edge Detection
— Unverified Interactive Image Segmentation With First Click Attention Jun 1, 2020 Image Segmentation Interactive Segmentation
Code Code Available Bi-Directional Relationship Inferring Network for Referring Image Segmentation Jun 1, 2020 Image Segmentation Referring Expression
— Unverified Structure Boundary Preserving Segmentation for Medical Image With Ambiguous Boundary Jun 1, 2020 Image Segmentation Segmentation
— Unverified A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial Jun 1, 2020 Computed Tomography (CT) Image Segmentation
Code Code Available DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation May 31, 2020 Decoder Image Segmentation
Code Code Available Critical Assessment of Transfer Learning for Medical Image Segmentation with Fully Convolutional Neural Networks May 30, 2020 Image Segmentation Medical Image Segmentation
— Unverified Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation May 30, 2020 Image Segmentation Segmentation
Code Code Available A Unified Hardware Architecture for Convolutions and Deconvolutions in CNN May 29, 2020 Image Segmentation Semantic Segmentation
— Unverified Enhancing Foreground Boundaries for Medical Image Segmentation May 29, 2020 Image Segmentation Medical Image Analysis
— Unverified WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation May 29, 2020 Image Segmentation Segmentation
— Unverified Traditional Method Inspired Deep Neural Network for Edge Detection May 28, 2020 Edge Detection Image Segmentation
Code Code Available Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation May 28, 2020 Domain Adaptation Image Segmentation
Code Code Available Segmentation Loss Odyssey May 27, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Learning to segment from misaligned and partial labels May 27, 2020 Image Segmentation Segmentation
— Unverified Multi-task deep learning for image segmentation using recursive approximation tasks May 26, 2020 Image Segmentation Multi-Task Learning
— Unverified The efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile May 25, 2020 Image Segmentation Semantic Segmentation
— Unverified Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net May 22, 2020 Image Segmentation Semantic Segmentation
Code Code Available Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis May 21, 2020 Deep Learning Image Segmentation
— Unverified Lung Segmentation from Chest X-rays using Variational Data Imputation May 20, 2020 Data Augmentation Image Segmentation
Code Code Available Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation May 20, 2020 Image Segmentation Optical Flow Estimation
— Unverified Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI May 19, 2020 Brain Computer Interface Deep Learning
— Unverified hidden markov random fields and cuckoo search method for medical image segmentation May 19, 2020 Image Segmentation Medical Image Segmentation
— Unverified Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks May 19, 2020 Adversarial Robustness General Classification
Code Code Available A New Validity Index for Fuzzy-Possibilistic C-Means Clustering May 19, 2020 Clustering Image Segmentation
— Unverified Tropical and Extratropical Cyclone Detection Using Deep Learning May 18, 2020 BIG-bench Machine Learning Deep Learning
— Unverified 