Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation Feb 16, 2017 Image Segmentation Medical Image Segmentation
— Unverified A deep learning model integrating FCNNs and CRFs for brain tumor segmentation Feb 15, 2017 Brain Tumor Segmentation Image Segmentation
— Unverified An Efficient Decomposition Framework for Discriminative Segmentation with Supermodular Losses Feb 13, 2017 Computational Efficiency Image Segmentation
— Unverified An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks Feb 8, 2017 Image Segmentation Semantic Segmentation
— Unverified Seeded Laplaican: An Eigenfunction Solution for Scribble Based Interactive Image Segmentation Feb 3, 2017 Image Segmentation Interactive Segmentation
— Unverified Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation Jan 25, 2017 Image Segmentation Segmentation
— Unverified Training Group Orthogonal Neural Networks with Privileged Information Jan 24, 2017 Diversity image-classification
— Unverified Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks Jan 17, 2017 Boundary Detection Contour Detection
Code Code Available A Digital Fuzzy Edge Detector for Color Images Jan 12, 2017 Edge Detection Image Segmentation
— Unverified CNN-based Segmentation of Medical Imaging Data Jan 11, 2017 Brain Tumor Segmentation Image Segmentation
Code Code Available Constrained Deep Weak Supervision for Histopathology Image Segmentation Jan 3, 2017 Image Segmentation Multiple Instance Learning
— Unverified Rotation equivariant vector field networks Dec 29, 2016 Breast Tumour Classification Colorectal Gland Segmentation:
Code Code Available Efficiently Computing Piecewise Flat Embeddings for Data Clustering and Image Segmentation Dec 20, 2016 Clustering Image Segmentation
— Unverified FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics Dec 16, 2016 Brain Image Segmentation image-classification
Code Code Available Deep Learning and Its Applications to Machine Health Monitoring: A Survey Dec 16, 2016 Deep Learning Image Segmentation
Code Code Available A Multilinear Tongue Model Derived from Speech Related MRI Data of the Human Vocal Tract Dec 15, 2016 Denoising Image Denoising
Code Code Available Segmentation of large images based on super-pixels and community detection in graphs Dec 12, 2016 Community Detection Image Segmentation
— Unverified Automatic Model Based Dataset Generation for Fast and Accurate Crop and Weeds Detection Dec 9, 2016 Dataset Generation General Classification
— Unverified An Efficient Algorithm for the Piecewise-Smooth Model with Approximately Explicit Solutions Dec 8, 2016 Image Segmentation Segmentation
— Unverified Consensus Based Medical Image Segmentation Using Semi-Supervised Learning And Graph Cuts Dec 7, 2016 Image Segmentation Medical Image Segmentation
— Unverified Spatially Adaptive Computation Time for Residual Networks Dec 7, 2016 Classification Computational Efficiency
Code Code Available Fine-grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images Dec 6, 2016 Image Segmentation Medical Image Segmentation
— Unverified Implicit Modeling -- A Generalization of Discriminative and Generative Approaches Dec 5, 2016 General Classification Image Segmentation
— Unverified Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection Dec 5, 2016 Boundary Detection Decoder
Code Code Available 3D Ultrasound image segmentation: A Survey Nov 29, 2016 Image Segmentation Segmentation
— Unverified The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation Nov 28, 2016 image-classification Image Segmentation
Code Code Available Clickstream analysis for crowd-based object segmentation with confidence Nov 25, 2016 Image Segmentation Object
— Unverified Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Nov 24, 2016 Autonomous Driving Image Segmentation
Code Code Available Image Segmentation Using Overlapping Group Sparsity Nov 23, 2016 Clustering Denoising
— Unverified Efficient Convolutional Neural Network with Binary Quantization Layer Nov 21, 2016 Clustering Image Segmentation
— Unverified ResFeats: Residual Network Based Features for Image Classification Nov 21, 2016 Classification Dimensionality Reduction
— Unverified Convolutional Gated Recurrent Networks for Video Segmentation Nov 16, 2016 Image Segmentation Segmentation
— Unverified Scale-constrained Unsupervised Evaluation Method for Multi-scale Image Segmentation Nov 15, 2016 Image Segmentation Segmentation
Code Code Available MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors Nov 11, 2016 Image Segmentation Segmentation
— Unverified Optimal Surface Segmentation with Convex Priors in Irregularly Sampled Space Nov 9, 2016 Image Segmentation Medical Image Segmentation
— Unverified Flood-Filling Networks Nov 1, 2016 Boundary Detection Clustering
Code Code Available Icon: An Interactive Approach to Train Deep Neural Networks for Segmentation of Neuronal Structures Oct 27, 2016 Image Segmentation Segmentation
— Unverified Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards Oct 25, 2016 Image Segmentation Segmentation
— Unverified Theoretical Analysis of Active Contours on Graphs Oct 24, 2016 Image Segmentation Semantic Segmentation
— Unverified Feature Sensitive Label Fusion with Random Walker for Atlas-based Image Segmentation Oct 24, 2016 Image Segmentation Semantic Segmentation
— Unverified A Model of Virtual Carrier Immigration in Digital Images for Region Segmentation Oct 12, 2016 Image Segmentation Segmentation
— Unverified Image Segmentation Based on the Self-Balancing Mechanism in Virtual 3D Elastic Mesh Oct 10, 2016 Image Segmentation Segmentation
— Unverified Convex Histogram-Based Joint Image Segmentation with Regularized Optimal Transport Cost Oct 5, 2016 Image Segmentation Segmentation
— Unverified CNN-aware Binary Map for General Semantic Segmentation Sep 29, 2016 Clustering Image Segmentation
— Unverified Towards the effectiveness of Deep Convolutional Neural Network based Fast Random Forest Classifier Sep 28, 2016 BIG-bench Machine Learning feature selection
— Unverified Robust Regression For Image Binarization Under Heavy Noises and Nonuniform Background Sep 26, 2016 Binarization Image Segmentation
— Unverified Fully-Trainable Deep Matching Sep 12, 2016 Image Segmentation Semantic Segmentation
Code Code Available Automated Segmentation of Retinal Layers from Optical Coherent Tomography Images Using Geodesic Distance Sep 7, 2016 Image Segmentation Segmentation
— Unverified Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation Sep 5, 2016 3D Medical Imaging Segmentation Image Segmentation
Code Code Available Image segmentation based on histogram of depth and an application in driver distraction detection Sep 1, 2016 Image Segmentation Position
— Unverified 