IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels Oct 28, 2022 Image Segmentation Inductive Bias
Code Code Available 5 Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB) Mar 14, 2023 Hyperspectral Image Segmentation Image Segmentation
Code Code Available 5 IAM: Enhancing RGB-D Instance Segmentation with New Benchmarks Jan 3, 2025 Data Integration Image Segmentation
Code Code Available 5 IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels Dec 13, 2021 Ensemble Learning Image Segmentation
Code Code Available 5 Crop and Couple: cardiac image segmentation using interlinked specialist networks Feb 14, 2024 Anatomy Image Segmentation
Code Code Available 5 HyperSpace: Hypernetworks for spacing-adaptive image segmentation Jul 4, 2024 Image Segmentation Semantic Segmentation
Code Code Available 5 Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE) Jul 5, 2024 Hyperspectral Image Segmentation Image Segmentation
Code Code Available 5 Identifying and Tracking Solar Magnetic Flux Elements with Deep Learning Aug 27, 2020 Deep Learning Image Segmentation
Code Code Available 5 Hybrid-Fusion Transformer for Multisequence MRI Nov 2, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans Mar 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 CRISP: A Framework for Cryo-EM Image Segmentation and Processing with Conditional Random Field Feb 12, 2025 Cryogenic Electron Microscopy (cryo-EM) Image Segmentation
Code Code Available 5 SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage Segmentation Jun 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal Images Apr 8, 2019 Image Segmentation Medical Image Segmentation
Code Code Available 5 Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower Extremities Jul 26, 2023 Active Learning Diversity
Code Code Available 5 ACNN: a Full Resolution DCNN for Medical Image Segmentation Jan 26, 2019 Computed Tomography (CT) Image Segmentation
Code Code Available 5 How to scale hyperparameters for quickshift image segmentation Jan 23, 2022 Image Segmentation Semantic Segmentation
Code Code Available 5 CP2M: Clustered-Patch-Mixed Mosaic Augmentation for Aerial Image Segmentation Jan 26, 2025 Data Augmentation Diversity
Code Code Available 5 A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder Dec 9, 2024 Decoder Image Segmentation
Code Code Available 5 Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Nov 24, 2016 Autonomous Driving Image Segmentation
Code Code Available 5 How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation? Sep 3, 2021 Hippocampus Image Segmentation
Code Code Available 5 A Topology-Attention ConvLSTM Network and Its Application to EM Images Feb 7, 2022 Image Segmentation Segmentation
Code Code Available 5 Comprehensive Multi-Modal Interactions for Referring Image Segmentation Apr 21, 2021 Image Segmentation Referring Expression Segmentation
Code Code Available 5 Uncertainty Driven Bottleneck Attention U-net for Organ at Risk Segmentation Mar 19, 2023 Computed Tomography (CT) Decoder
Code Code Available 5 Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey May 5, 2023 Benchmarking Image Generation
Code Code Available 5 A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology Oct 4, 2019 Anatomy Image Segmentation
Code Code Available 5 Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models May 31, 2022 Autonomous Driving Domain Adaptation
Code Code Available 5 ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation Jul 5, 2022 Image Segmentation Knowledge Distillation
Code Code Available 5 Cost-Effective Active Learning for Melanoma Segmentation Nov 24, 2017 Active Learning Image Segmentation
Code Code Available 5 HMRF-EM-image: Implementation of the Hidden Markov Random Field Model and its Expectation-Maximization Algorithm Jul 15, 2012 Image Segmentation Segmentation
Code Code Available 5 Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks Oct 19, 2017 Image Segmentation Semantic Segmentation
Code Code Available 5 U-Net Fixed-Point Quantization for Medical Image Segmentation Aug 2, 2019 Image Segmentation Medical Image Segmentation
Code Code Available 5 HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization Dec 30, 2024 Image Segmentation Segmentation
Code Code Available 5 ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation Nov 25, 2022 Generative Adversarial Network Image Generation
Code Code Available 5 Improved post-hoc probability calibration for out-of-domain MRI segmentation Aug 4, 2022 Image Segmentation MRI segmentation
Code Code Available 5 Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching Jan 1, 2025 GPU Image Segmentation
Code Code Available 5 Core-Set Selection for Data-efficient Land Cover Segmentation May 2, 2025 Earth Observation Image Segmentation
Code Code Available 5 ConvUNeXt: An efficient convolution neural network for medical image segmentation Jul 25, 2022 Decoder Image Segmentation
Code Code Available 5 Hierarchical Roofline Performance Analysis for Deep Learning Applications Sep 11, 2020 Deep Learning GPU
Code Code Available 5 ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation Oct 13, 2022 Decoder Image Segmentation
Code Code Available 5 Hierarchical Superpixel Segmentation via Structural Information Theory Jan 13, 2025 graph construction graph partitioning
Code Code Available 5 HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage Research Jan 29, 2024 Image Segmentation named-entity-recognition
Code Code Available 5 Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks Jan 17, 2017 Boundary Detection Contour Detection
Code Code Available 5 Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models May 23, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation Dec 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions Feb 8, 2023 Depth Estimation Depth Prediction
Code Code Available 5 HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Sep 13, 2021 Data Augmentation Domain Generalization
Code Code Available 5 H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes Sep 21, 2017 Automatic Liver And Tumor Segmentation GPU
Code Code Available 5 HeMIS: Hetero-Modal Image Segmentation Jul 18, 2016 Image Segmentation Imputation
Code Code Available 5 Convolutional CRFs for Semantic Segmentation May 12, 2018 Image Segmentation Segmentation
Code Code Available 5 