EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow Sep 20, 2021 Image Segmentation Interactive Segmentation
Code Code Available Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium Segmentation Sep 20, 2021 Image Segmentation Left Atrium Segmentation
Code Code Available Background-Foreground Segmentation for Interior Sensing in Automotive Industry Sep 20, 2021 Foreground Segmentation Image Segmentation
— Unverified FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging Sep 20, 2021 Fairness Image Reconstruction
— Unverified Multi-encoder parse-decoder network for sequential medical image segmentation Sep 19, 2021 Decoder Image Segmentation
Code Code Available Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling Sep 19, 2021 Denoising Domain Adaptation
Code Code Available Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation Sep 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Mass Segmentation in Automated 3-D Breast Ultrasound Using Dual-Path U-net Sep 17, 2021 Breast Cancer Detection Image Segmentation
— Unverified Transformer-Unet: Raw Image Processing with Unet Sep 17, 2021 Decoder image-classification
— Unverified A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation Sep 16, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Automated risk classification of colon biopsies based on semantic segmentation of histopathology images Sep 16, 2021 Image Segmentation Segmentation
— Unverified Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks Sep 15, 2021 Image Segmentation Medical Image Segmentation
— Unverified Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net Sep 15, 2021 Decoder Image Segmentation
— Unverified MISSFormer: An Effective Medical Image Segmentation Transformer Sep 15, 2021 Cardiac Segmentation Image Segmentation
Code Code Available Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation Sep 15, 2021 Contrastive Learning Image Segmentation
Code Code Available Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images Sep 15, 2021 Autonomous Navigation Decision Making
— Unverified Neural Architecture Search in operational context: a remote sensing case-study Sep 15, 2021 Autonomous Driving Image Segmentation
— Unverified POPCORN: Progressive Pseudo-labeling with Consistency Regularization and Neighboring Sep 13, 2021 Image Segmentation Lesion Segmentation
— Unverified Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Sep 13, 2021 Data Augmentation Domain Generalization
Code Code Available CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Sep 12, 2021 Diagnostic Image Segmentation
— Unverified Temporally Coherent Person Matting Trained on Fake-Motion Dataset Sep 10, 2021 Image Matting Image Segmentation
— Unverified UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Sep 9, 2021 Decoder Image Segmentation
Code Code Available A Survey on Machine Learning Techniques for Auto Labeling of Video, Audio, and Text Data Sep 8, 2021 BIG-bench Machine Learning Image Segmentation
— Unverified SSEGEP: Small SEGment Emphasized Performance evaluation metric for medical image segmentation Sep 8, 2021 Image Segmentation Medical Image Analysis
— Unverified Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays Sep 7, 2021 Contrastive Learning Image Segmentation
Code Code Available nnFormer: Interleaved Transformer for Volumetric Segmentation Sep 7, 2021 Image Segmentation Inductive Bias
Code Code Available Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement Sep 6, 2021 Image Segmentation Land Cover Classification
Code Code Available Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging Sep 4, 2021 Anatomy Brain Segmentation
— Unverified How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation? Sep 3, 2021 Hippocampus Image Segmentation
Code Code Available Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks Sep 3, 2021 Decoder Image Segmentation
Code Code Available Effect of the output activation function on the probabilities and errors in medical image segmentation Sep 2, 2021 Binary Classification Image Segmentation
Code Code Available Deep Learning with Uncertainty Quantification for Predicting the Segmentation Dice Coefficient of Prostate Cancer Biopsy Images Aug 31, 2021 Image Segmentation Medical Image Segmentation
— Unverified Image Processing via Multilayer Graph Spectra Aug 31, 2021 Edge Detection Hyperspectral Image Segmentation
— Unverified LIVECell—A large-scale dataset for label-free live cell segmentation Aug 30, 2021 Cell Segmentation Cultural Vocal Bursts Intensity Prediction
Code Code Available Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation Aug 30, 2021 Ensemble Learning Image Segmentation
— Unverified Single-Image Specular Highlight Removal via Real-World Dataset Construction Aug 27, 2021 Generative Adversarial Network Highlight Detection
Code Code Available CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation Aug 27, 2021 Image Segmentation Knowledge Distillation
— Unverified ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation Aug 27, 2021 Image Segmentation Semantic Segmentation
Code Code Available Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training Aug 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation Aug 26, 2021 Image Segmentation Segmentation
— Unverified Mining Contextual Information Beyond Image for Semantic Segmentation Aug 26, 2021 Image Segmentation Segmentation
Code Code Available Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts Aug 26, 2021 Continual Learning Image Reconstruction
Code Code Available PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning Aug 26, 2021 Few-Shot Semantic Segmentation Image Segmentation
— Unverified Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation Aug 25, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey Aug 25, 2021 Deep Reinforcement Learning Image Segmentation
— Unverified Efficient Medical Image Segmentation Based on Knowledge Distillation Aug 23, 2021 Image Segmentation Knowledge Distillation
Code Code Available Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application Aug 21, 2021 Image Segmentation Medical Image Segmentation
— Unverified Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision Aug 19, 2021 Domain Adaptation Image Segmentation
— Unverified 