One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation Jun 5, 2019 Brain Tumor Segmentation Image Segmentation
Code Code Available Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders Jun 5, 2019 Denoising Image Segmentation
Code Code Available Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation Jun 5, 2019 Image Segmentation Segmentation
Code Code Available Computing Valid p-values for Image Segmentation by Selective Inference Jun 3, 2019 Image Segmentation Segmentation
— Unverified Robust Histopathology Image Analysis: To Label or to Synthesize? Jun 1, 2019 Image Segmentation Segmentation
— Unverified Versatile Multiple Choice Learning and Its Application to Vision Computing Jun 1, 2019 image-classification Image Classification
— Unverified Semantic Projection Network for Zero- and Few-Label Semantic Segmentation Jun 1, 2019 Few-Shot Learning Image Segmentation
Code Code Available Learning Active Contour Models for Medical Image Segmentation Jun 1, 2019 Deep Learning Image Segmentation
— Unverified Interactive Image Segmentation via Backpropagating Refinement Scheme Jun 1, 2019 Image Segmentation Interactive Segmentation
— Unverified "Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors Jun 1, 2019 Image Dehazing Image Segmentation
— Unverified Distributed Submodular Minimization via Block-Wise Updates and Communications May 31, 2019 Image Segmentation Semantic Segmentation
— Unverified Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators May 29, 2019 Audio Source Separation Image Generation
Code Code Available Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification May 29, 2019 Binary Classification Classification
— Unverified The Chan-Vese Model with Elastica and Landmark Constraints for Image Segmentation May 27, 2019 Computational Efficiency Image Segmentation
— Unverified Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts May 25, 2019 graph partitioning Image Segmentation
Code Code Available Flexibly Regularized Mixture Models and Application to Image Segmentation May 25, 2019 Clustering Image Segmentation
— Unverified Fully Hyperbolic Convolutional Neural Networks May 24, 2019 Depth Estimation General Classification
— Unverified End-to-End Learned Random Walker for Seeded Image Segmentation May 22, 2019 Image Segmentation Instance Segmentation
Code Code Available Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation May 21, 2019 Brain Tumor Segmentation Image Segmentation
— Unverified Boundary Loss for Remote Sensing Imagery Semantic Segmentation May 20, 2019 Boundary Detection Image Segmentation
Code Code Available A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT May 19, 2019 Computed Tomography (CT) Image Segmentation
— Unverified Harvesting Information from Captions for Weakly Supervised Semantic Segmentation May 16, 2019 Image Captioning Image Segmentation
— Unverified Online Normalization for Training Neural Networks May 15, 2019 General Classification image-classification
Code Code Available Budget-aware Semi-Supervised Semantic and Instance Segmentation May 14, 2019 Image Segmentation Instance Segmentation
— Unverified Data augmentation in microscopic images for material data mining May 12, 2019 Data Augmentation Image Segmentation
— Unverified T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography May 10, 2019 Decoder Image Segmentation
— Unverified Efficient Neural Architecture Search on Low-Dimensional Data for OCT Image Segmentation May 7, 2019 Deep Learning Image Segmentation
— Unverified Nostalgin: Extracting 3D City Models from Historical Image Data May 6, 2019 Image Segmentation Semantic Segmentation
— Unverified A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods May 4, 2019 Brain Segmentation Clustering
— Unverified Multiple Encoder-Decoders Net for Lane Detection May 1, 2019 Decoder Image Segmentation
— Unverified HIGHLY EFFICIENT 8-BIT LOW PRECISION INFERENCE OF CONVOLUTIONAL NEURAL NETWORKS May 1, 2019 image-classification Image Classification
— Unverified Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks Apr 27, 2019 Image Segmentation Lesion Segmentation
— Unverified Automatic Traffic Sign Detection and Recognition Using SegU-Net and a Modified Tversky Loss Function With L1-Constraint Apr 26, 2019 Autonomous Vehicles Image Segmentation
— Unverified Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks Apr 25, 2019 Cancer Classification Classification
— Unverified Small Target Detection for Search and Rescue Operations using Distributed Deep Learning and Synthetic Data Generation Apr 25, 2019 Data Augmentation Image Segmentation
— Unverified The iterative convolution-thresholding method (ICTM) for image segmentation Apr 24, 2019 Image Segmentation Segmentation
— Unverified Influence of image segmentation on one-dimensional fluid dynamics predictions in the mouse pulmonary arteries Apr 23, 2019 Diagnostic Image Segmentation
— Unverified Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Apr 22, 2019 Image Segmentation Medical Image Segmentation
Code Code Available A Fast, Semi-Automatic Brain Structure Segmentation Algorithm for Magnetic Resonance Imaging Apr 21, 2019 Image Segmentation Medical Image Segmentation
— Unverified VoteNet: A Deep Learning Label Fusion Method for Multi-Atlas Segmentation Apr 18, 2019 Image Segmentation Medical Image Segmentation
— Unverified Self-Supervised Audio-Visual Co-Segmentation Apr 18, 2019 Image Segmentation Segmentation
— Unverified Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization Apr 18, 2019 Computational Efficiency Dimensionality Reduction
Code Code Available Road Crack Detection Using Deep Convolutional Neural Network and Adaptive Thresholding Apr 18, 2019 Image Segmentation Semantic Segmentation
Code Code Available Automated Design of Deep Learning Methods for Biomedical Image Segmentation Apr 17, 2019 Deep Learning Image Segmentation
Code Code Available DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Apr 17, 2019 Data Augmentation Image Registration
Code Code Available Region homogeneity in the Logarithmic Image Processing framework: application to region growing algorithms Apr 17, 2019 Image Segmentation Semantic Segmentation
— Unverified CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation Apr 16, 2019 Cloud Detection Image Segmentation
Code Code Available Deep learning for image segmentation: veritable or overhyped? Apr 16, 2019 Deep Learning General Classification
— Unverified Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images Apr 16, 2019 Image Augmentation Image Restoration
— Unverified Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology Apr 12, 2019 Image Segmentation Segmentation
— Unverified 