| _ | unet | _ |
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| 3D- | unet | -LSTM: A Deep Learning-Based Radar Echo Extrapolation Model for Convective Nowcasting |
| Adaptive learning | unet | -based adversarial network with CNN and transformer for segmentation of hard exudates in diabetes retinopathy |
| ADD- | unet | : An Adjacent Dual-Decoder UNet for SAR-to-Optical Translation |
| ADD- | unet | : An Adjacent Dual-Decoder UNet for SAR-to-Optical Translation |
| Adversarial Attack for SAR Target Recognition Based on | unet | -Generative Adversarial Network |
| AFTer- | unet | : Axial Fusion Transformer UNet for Medical Image Segmentation |
| AFTer- | unet | : Axial Fusion Transformer UNet for Medical Image Segmentation |
| Apa | unet | : Axis Projection Attention Unet for Small Target in 3d Medical Segmentation |
| Attention | unet | ++: A Nested Attention-Aware U-Net for Liver CT Image Segmentation |
| Attention- | unet | -Based Near-Real-Time Precipitation Estimation from Fengyun-4A Satellite Imageries |
| Automatic cervical cancer segmentation in multimodal magnetic resonance imaging using an EfficientNet encoder in | unet | ++ architecture |
| Automatic Extraction of Urban Impervious Surface Based on SAH- | unet | |
| Background modelling based on generative | unet | |
| Bandpass Alignment from Sentinel-2 to Gaofen-1 ARD Products with | unet | -Induced Tile-Adaptive Lookup Tables |
| BD-SK | unet | : Selective-Kernel UNets for Building Damage Assessment in High-Resolution Satellite Images |
| Bottom Detection from Backscatter Data of Conventional Side Scan Sonars through 1D- | unet | |
| Building Detection From Sar Images Using | unet | Deep Learning Method |
| Building Extraction and Number Statistics in WUI Areas Based on | unet | Structure and Ensemble Learning |
| CA- | unet | : Convolution and attention fusion for lung nodule segmentation |
| CAM- | unet | : Class Activation MAP Guided UNET with Feedback Refinement for Defect Segmentation |
| CAM- | unet | : Class Activation MAP Guided UNET with Feedback Refinement for Defect Segmentation |
| CCC-SSA- | unet | : U-Shaped Pansharpening Network with Channel Cross-Concatenation and Spatial-Spectral Attention Mechanism for Hyperspectral Image Super-Resolution |
| CD | unet | : Cloud Detection UNet for Remote Sensing Imagery |
| Conditional- | unet | : A Condition-aware Deep Model for Coherent Human Activity Recognition From Wearables |
| CT- | unet | : An Improved Neural Network Based on U-Net for Building Segmentation in Remote Sensing Images |
| CTI- | unet | : Hybrid Local Features and Global Representations Efficiently |
| CUformer: A Channel-wise | unet | -based Transformer for Semantic Segmentation of Remote Sensing |
| DCCaps- | unet | : A U-Shaped Hyperspectral Semantic Segmentation Model Based on the Depthwise Separable and Conditional Convolution Capsule Network |
| Deep Fusion | unet | for Mapping Forests at Tree Species Levels with Multi-Temporal High Spatial Resolution Satellite Imagery, A |
| Densely Connected Swin- | unet | for Multiscale Information Aggregation in Medical Image Segmentation |
| Dense | unet | : densely connected UNet for electron microscopy image segmentation |
| DRs- | unet | : A Deep Semantic Segmentation Network for the Recognition of Active Landslides from InSAR Imagery in the Three Rivers Region of the Qinghai-Tibet Plateau |
| Dual encoding DDS- | unet | liver tumour segmentation based on multi-scale deep and shallow feature fusion |
| Dual- and triple-stream RES | unet | /UNET architectures for multi-modal liver segmentation |
| Dual-Task ConvLSTM- | unet | for Instance Segmentation of Weakly Annotated Microscopy Videos |
| EA- | unet | : A Macrophages Image Segmentation Model Based on U-Net with External Attention |
| Eff- | unet | : A Novel Architecture for Semantic Segmentation in Unstructured Environment |
| Enc- | unet | : A novel method for Glioma segmentation |
| end-to-end brain tumor segmentation system using multi-inception- | unet | , An |
| End-to-End Change Detection for High Resolution Satellite Images Using Improved | unet | ++ |
| ERD | unet | : An Efficient Residual Double-Coding Unet for Medical Image Segmentation |
| Evaluation of | unet | and Unet++ Architectures In High Resolution Image Change Detection Applications |
| Evaluation of | unet | and Unet++ Architectures In High Resolution Image Change Detection Applications |
| Exswin- | unet | : An Unbalanced Weighted Unet with Shifted Window and External Attentions for Fetal Brain MRI Image Segmentation |
| Exswin- | unet | : An Unbalanced Weighted Unet with Shifted Window and External Attentions for Fetal Brain MRI Image Segmentation |
| Extended Res- | unet | with Hierarchical Inner-Modules for Liver Tumor Segmentation from CT Volumes |
| Extracting Citrus-Growing Regions by Multiscale | unet | Using Sentinel-2 Satellite Imagery |
| FrameNet: Tabular Image Preprocessing Based on | unet | and Adaptive Correction |
| Fusing Ascending and Descending Time-Series SAR Images with Dual-Polarized Pixel Attention | unet | for Landslide Recognition |
| Geoscience-Aware Network (GASlumNet) Combining | unet | and ConvNeXt for Slum Mapping, A |
| GSCA- | unet | : Towards Automatic Shadow Detection in Urban Aerial Imagery with Global-Spatial-Context Attention Module |
| H-Dense | unet | : Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes |
| HCIU: Hybrid clustered inception-based | unet | for the automatic segmentation of organs at risk in thoracic computed tomography images |
| HF- | unet | : Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images |
| HS- | unet | -ID: An approach for human skin classification integrating between UNET and improved dense convolutional network |
| HS- | unet | -ID: An approach for human skin classification integrating between UNET and improved dense convolutional network |
| ID- | unet | : Iterative Soft and Hard Deformation for View Synthesis |
| ILC- | unet | ++ for Covid-19 Infection Segmentation |
| Improved LPI Radar Waveform Recognition Framework With LDC- | unet | and SSR-Loss, An |
| Improved Res- | unet | Model for Tree Species Classification Using Airborne High-Resolution Images, An |
| Improved | unet | Model for Foot Ulcer Image Segmentation, An |
| Improving building rooftop segmentation accuracy through the optimization of | unet | basic elements and image foreground-background balance |
| Improving Radar Reflectivity Reconstruction with Himawari-9 and | unet | ++ for Off-Shore Weather Monitoring |
| Ir- | unet | : Irregular Segmentation U-Shape Network for Wheat Yellow Rust Detection by UAV Multispectral Imagery |
| L- | unet | : A Landslide Extraction Model Using Multi-Scale Feature Fusion and Attention Mechanism |
| Large-Scale Station-Level Crowd Flow Forecast with ST- | unet | |
| LightA | unet | : A Lightweight Fusing Attention Based UNet for Crack Detection |
| LPC | unet | : A Lightweight Pure CNN UNet for Efficient Urban Scene Remote Sensing Semantic Segmentation |
| MC- | unet | : Martian Crater Segmentation at Semantic and Instance Levels Using U-Net-Based Convolutional Neural Network |
| Melanoma segmentation: A framework of improved DenseNet77 and | unet | convolutional neural network |
| Method for Extracting Lake Water Using ViTenc- | unet | : Taking Typical Lakes on the Qinghai-Tibet Plateau as Examples, A |
| MID- | unet | : Multi-input directional UNet for COVID-19 lung infection segmentation from CT images |
| MID- | unet | : Multi-input directional UNet for COVID-19 lung infection segmentation from CT images |
| Mind the Gap: Learning Modality-Agnostic Representations With a Cross-Modality | unet | |
| MLSA- | unet | : End-to-End Multi-Level Spatial Attention Guided UNet for Industrial Defect Segmentation |
| MLSA- | unet | : End-to-End Multi-Level Spatial Attention Guided UNet for Industrial Defect Segmentation |
| Monitoring Mesoscale Convective System Using Swin- | unet | Network Based on Daytime True Color Composite Images of Fengyun-4B |
| MR- | unet | : An UNet model using multi-scale and residual convolutions for retinal vessel segmentation |
| MR- | unet | : An UNet model using multi-scale and residual convolutions for retinal vessel segmentation |
| MT- | unet | : A Novel U-Net Based Multi-Task Architecture For Visual Scene Understanding |
| MU-Net: Embedding MixFormer into | unet | to Extract Water Bodies from Remote Sensing Images |
| Multi-Category Segmentation of Sentinel-2 Images Based on the Swin | unet | Method |
| Multi-organ Segmentation of Chest CT Images in Radiation Oncology: Comparison of Standard and Dilated | unet | |
| Multi-planar 3D knee MRI segmentation via | unet | inspired architectures |
| Near-Infrared Image Colorization with Weighted | unet | ++ and Auxiliary Color Enhancement GAN |
| OESA- | unet | : An Adaptive and Attentional Network for Detecting Diverse Magnetopause under the Limited Field of View |
| R- | unet | : A Deep Learning Model for Rice Extraction in Rio Grande do Sul, Brazil |
| RAO- | unet | : a residual attention and octave UNet for road crack detection via balance loss |
| RAO- | unet | : a residual attention and octave UNet for road crack detection via balance loss |
| Refined | unet | V2: End-to-End Patch-Wise Network for Noise-Free Cloud and Shadow Segmentation |
| Refined | unet | V4: End-to-End Patch-Wise Network for Cloud and Shadow Segmentation with Bilateral Grid |
| Refined | unet | : UNet-Based Refinement Network for Cloud and Shadow Precise Segmentation |
| Refined | unet | : UNet-Based Refinement Network for Cloud and Shadow Precise Segmentation |
| Res2- | unet | +, a Practical Oil Tank Detection Network for Large-Scale High Spatial Resolution Images |
| Res2- | unet | : An Enhanced Network for Generalized Nuclear Segmentation in Pathological Images |
| Research on the magnetic resonance imaging brain tumor segmentation algorithm based on DO- | unet | |
| Research on the Spatiotemporal Evolution of Mangrove Forests in the Hainan Island from 1991 to 2021 Based on SVM and Res- | unet | Algorithms |
| Residual shape adaptive dense-nested | unet | : Redesign the long lateral skip connections for metal surface tiny defect inspection |
| Residual Swin Transformer | unet | with Consistency Regularization for Automatic Breast Ultrasound Tumor Segmentation |
| Residual | unet | with Dual Attention: An ensemble residual UNet with dual attention for multi-modal and multi-class brain MRI segmentation |
| Residual | unet | with Dual Attention: An ensemble residual UNet with dual attention for multi-modal and multi-class brain MRI segmentation |
| RRc- | unet | 3D for lung tumor segmentation from CT scans of Non-Small Cell Lung Cancer patients |
| RUF: Effective Sea Ice Floe Segmentation Using End-to-End RES- | unet | -CRF with Dual Loss |
| SA- | unet | : Spatial Attention U-Net for Retinal Vessel Segmentation |
| SAR2HEIGHT: Height Estimation from a Single SAR Image in Mountain Areas via Sparse Height and Proxyless Depth-Aware Penalty Neural Architecture Search for | unet | |
| SC | unet | ++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation* |
| SDA | unet | : A simple dual attention mechanism UNet for mixed noise removal |
| SD | unet | : Road extraction via spatial enhanced and densely connected UNet |
| Segmentation and Classification-Based Diagnosis of Tumors From Breast Ultrasound Images Using Multibranch | unet | |
| Semantic context-aware attention | unet | for lung cancer segmentation and classification |
| Semantic Segmentation and Analysis on Sensitive Parameters of Forest Fire Smoke Using Smoke- | unet | and Landsat-8 Imagery |
| Severe Precipitation Recognition Using Attention- | unet | of Multichannel Doppler Radar |
| SmaAt- | unet | : Precipitation nowcasting using a small attention-UNet architecture |
| SmaAt- | unet | : Precipitation nowcasting using a small attention-UNet architecture |
| Spatial- | unet | : Deep Learning-Based Lane Detection Using Fisheye Cameras for Autonomous Driving |
| Swin- | unet | : Unet-like Pure Transformer for Medical Image Segmentation |
| Swin- | unet | : Unet-like Pure Transformer for Medical Image Segmentation |
| Swinat- | unet | : a new Backbone for Precipitation Nowcasting |
| TRC- | unet | : Transformer Connections for Near-infrared Blurred Image Segmentation |
| TryOnDiffusion: A Tale of Two | unet | s |
| UDC- | unet | : Under-display Camera Image Restoration via U-shape Dynamic Network |
| unet | ++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation |
| unet | -Based Multi-Task Architecture for Brain Lesion Segmentation |
| unet | Former: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery |
| UVCGAN: | unet | Vision Transformer cycle-consistent GAN for unpaired image-to-image translation |
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