OCTA-500: A Retinal Dataset for Optical Coherence Tomography Angiography Study Dec 14, 2020 Image Segmentation Segmentation
Code Code Available Information-Theoretic Segmentation by Inpainting Error Maximization Dec 14, 2020 Image Segmentation Segmentation
Code Code Available Meticulous Object Segmentation Dec 13, 2020 2k 4k
Code Code Available Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding Dec 10, 2020 Clustering Image Segmentation
— Unverified Annotation-efficient deep learning for automatic medical image segmentation Dec 9, 2020 Deep Learning Image Segmentation
Code Code Available nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation Dec 7, 2020 Image Segmentation scientific discovery
— Unverified Computer Stereo Vision for Autonomous Driving Dec 6, 2020 Autonomous Driving CPU
— Unverified Offset Curves Loss for Imbalanced Problem in Medical Segmentation Dec 4, 2020 Image Segmentation Medical Image Segmentation
— Unverified Domain Adaptation on Semantic Segmentation for Aerial Images Dec 3, 2020 Domain Adaptation Image Segmentation
— Unverified Generation of annotated multimodal ground truth datasets for abdominal medical image registration Dec 2, 2020 Computed Tomography (CT) Image Registration
— Unverified Artist, Style And Year Classification Using Face Recognition And Clustering With Convolutional Neural Networks Dec 2, 2020 Clustering Face Recognition
— Unverified Grabber: A tool to improve convergence in interactive image segmentation Dec 1, 2020 Image Segmentation Segmentation
Code Code Available Deep learning approach to left ventricular non-compaction measurement Nov 30, 2020 CPU Deep Learning
Code Code Available Inter-slice Context Residual Learning for 3D Medical Image Segmentation Nov 28, 2020 Brain Tumor Segmentation Decoder
Code Code Available Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data Nov 28, 2020 Data Augmentation Image Segmentation
— Unverified Modelling brain lesion volume in patches with CNN-based Poisson Regression Nov 26, 2020 Image Segmentation Medical Image Segmentation
— Unverified Multi-feature driven active contour segmentation model for infrared image with intensity inhomogeneity Nov 25, 2020 Image Segmentation Segmentation
— Unverified PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation Nov 25, 2020 Image Segmentation Medical Image Segmentation
— Unverified Argmax Flows: Learning Categorical Distributions with Normalizing Flows Nov 23, 2020 Image Segmentation Semantic Segmentation
— Unverified DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets Nov 20, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Segmentation overlapping wear particles with few labelled data and imbalance sample Nov 20, 2020 Edge Detection Image Segmentation
— Unverified Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation Nov 19, 2020 Few-Shot Learning Image Segmentation
— Unverified SoftSeg: Advantages of soft versus binary training for image segmentation Nov 18, 2020 Binarization Brain Tumor Segmentation
— Unverified Contrastive Registration for Unsupervised Medical Image Segmentation Nov 17, 2020 Contrastive Learning Image Segmentation
Code Code Available High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Nov 16, 2020 Articles Image Segmentation
— Unverified w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution Nov 15, 2020 Image Segmentation Medical Image Segmentation
— Unverified Efficient Medical Image Segmentation with Intermediate Supervision Mechanism Nov 15, 2020 Decoder Image Segmentation
— Unverified Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI Nov 15, 2020 Data Augmentation Image Segmentation
— Unverified A comparative study of semi- and self-supervised semantic segmentation of biomedical microscopy data Nov 11, 2020 image-classification Image Classification
— Unverified Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images Nov 11, 2020 Computed Tomography (CT) Image Segmentation
— Unverified Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation Nov 8, 2020 Image Segmentation Medical Image Segmentation
— Unverified Automatic Brain Tumor Segmentation with Scale Attention Network Nov 6, 2020 Brain Tumor Segmentation BraTS2021
Code Code Available A deep learning classifier for local ancestry inference Nov 4, 2020 Decoder Deep Learning
Code Code Available Distribution-aware Margin Calibration for Medical Image Segmentation Nov 3, 2020 Image Segmentation Medical Image Segmentation
— Unverified Recyclable Waste Identification Using CNN Image Recognition and Gaussian Clustering Nov 2, 2020 Classification Clustering
— Unverified ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis Nov 2, 2020 Generative Adversarial Network Image Segmentation
— Unverified U-Net and its variants for medical image segmentation: theory and applications Nov 2, 2020 Image Segmentation Medical Image Analysis
— Unverified Highway Driving Dataset for Semantic Video Segmentation Nov 2, 2020 Autonomous Driving Image Segmentation
— Unverified Learning Euler's Elastica Model for Medical Image Segmentation Nov 1, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Self-paced and self-consistent co-training for semi-supervised image segmentation Oct 31, 2020 Image Segmentation Segmentation
Code Code Available Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Oct 29, 2020 Image Segmentation Medical Image Segmentation
— Unverified VoteNet++: Registration Refinement for Multi-Atlas Segmentation Oct 26, 2020 Image Segmentation Segmentation
— Unverified Global Image Segmentation Process using Machine Learning algorithm & Convolution Neural Network method for Self- Driving Vehicles Oct 26, 2020 Autonomous Vehicles BIG-bench Machine Learning
— Unverified Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index Oct 26, 2020 Image Segmentation Medical Image Segmentation
— Unverified Segmentation of the cortical plate in fetal brain MRI with a topological loss Oct 23, 2020 Image Segmentation Segmentation
— Unverified A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision Oct 23, 2020 Decoder Image Segmentation
Code Code Available Visual Navigation in Real-World Indoor Environments Using End-to-End Deep Reinforcement Learning Oct 21, 2020 Deep Reinforcement Learning GPU
Code Code Available What is Wrong with Continual Learning in Medical Image Segmentation? Oct 21, 2020 Continual Learning Diagnostic
— Unverified Color Image Segmentation Metrics Oct 19, 2020 Decision Making Image Segmentation
— Unverified Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound Oct 19, 2020 GPU Image Segmentation
— Unverified 