| Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks | Sep 3, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Detection-segmentation convolutional neural network for autonomous vehicle perception | Jun 30, 2023 | Autonomous Vehiclesobject-detection | CodeCode Available | 1 | 5 |
| FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation | Mar 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 | 5 |
| Lite Vision Transformer with Enhanced Self-Attention | Dec 20, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CANet: Context Aware Network for 3D Brain Glioma Segmentation | Jul 15, 2020 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Automatic High Resolution Wire Segmentation and Removal | Apr 1, 2023 | SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation | Mar 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Development of accurate human head models for personalized electromagnetic dosimetry using deep learning | Feb 21, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation | Jun 8, 2023 | DisentanglementDomain Adaptation | CodeCode Available | 1 | 5 |
| D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation | Jan 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Automatic labelling of urban point clouds using data fusion | Aug 31, 2021 | ManagementSegmentation | CodeCode Available | 1 | 5 |
| CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation | Sep 22, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model | Jun 16, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene | Aug 11, 2020 | Instance SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| DifFSS: Diffusion Model for Few-Shot Semantic Segmentation | Jul 3, 2023 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 | 5 |
| DoUnseen: Tuning-Free Class-Adaptive Object Detection of Unseen Objects for Robotic Grasping | Apr 6, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology | Jun 23, 2023 | Image GenerationSegmentation | CodeCode Available | 1 | 5 |
| Camouflaged Object Segmentation with Distraction Mining | Apr 21, 2021 | Camouflaged Object SegmentationDichotomous Image Segmentation | CodeCode Available | 1 | 5 |
| DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models | Apr 26, 2023 | DiversityImage Generation | CodeCode Available | 1 | 5 |
| FocusNetv2: Imbalanced Large and Small Organ Segmentation with Adversarial Shape Constraint for Head and Neck CT Images | Apr 5, 2021 | Organ SegmentationSegmentation | CodeCode Available | 1 | 5 |
| FoodSAM: Any Food Segmentation | Aug 11, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Diffusion-based Data Augmentation for Nuclei Image Segmentation | Oct 22, 2023 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images | Aug 3, 2023 | AnatomyAnomaly Detection | CodeCode Available | 1 | 5 |
| Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem | Jan 31, 2020 | AnatomyDiversity | CodeCode Available | 1 | 5 |
| Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning | Sep 11, 2024 | SegmentationVideo Polyp Segmentation | CodeCode Available | 1 | 5 |
| Love Me, Love Me, Say (and Write!) that You Love Me: Enriching the WASABI Song Corpus with Lyrics Annotations | Dec 5, 2019 | Segmentation | CodeCode Available | 1 | 5 |
| DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation | Oct 24, 2022 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| A One Stop 3D Target Reconstruction and multilevel Segmentation Method | Aug 14, 2023 | 3D Object Reconstruction3D Reconstruction | CodeCode Available | 1 | 5 |
| FocSAM: Delving Deeply into Focused Objects in Segmenting Anything | May 29, 2024 | DecoderInteractive Segmentation | CodeCode Available | 1 | 5 |
| FocusCut: Diving Into a Focus View in Interactive Segmentation | Jan 1, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 | 5 |
| ActionVOS: Actions as Prompts for Video Object Segmentation | Jul 10, 2024 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| Directional Connectivity-based Segmentation of Medical Images | Mar 31, 2023 | DisentanglementImage Segmentation | CodeCode Available | 1 | 5 |
| AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor | Jun 26, 2023 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Automatic Polyp Segmentation via Multi-scale Subtraction Network | Aug 11, 2021 | Segmentation | CodeCode Available | 1 | 5 |
| Capturing Omni-Range Context for Omnidirectional Segmentation | Mar 9, 2021 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 | 5 |
| DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision | May 13, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking | Sep 21, 2020 | Object TrackingSegmentation | CodeCode Available | 1 | 5 |
| LuSeg: Efficient Negative and Positive Obstacles Segmentation via Contrast-Driven Multi-Modal Feature Fusion on the Lunar | Mar 14, 2025 | Contrastive LearningSegmentation | CodeCode Available | 1 | 5 |
| Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation | Feb 8, 2021 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection | Apr 30, 2023 | Computational EfficiencyCo-Salient Object Detection | CodeCode Available | 1 | 5 |
| Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation | Dec 16, 2021 | Feature ImportanceScene Understanding | CodeCode Available | 1 | 5 |
| LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous Driving | Dec 7, 2022 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 | 5 |
| Active Boundary Loss for Semantic Segmentation | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement | Jul 18, 2023 | DisentanglementSegmentation | CodeCode Available | 1 | 5 |
| Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline | Jun 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Disentangling Human Error from Ground Truth in Segmentation of Medical Images | Dec 1, 2020 | Medical Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Amodal Ground Truth and Completion in the Wild | Dec 28, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Medical Image Segmentation via Unsupervised Convolutional Neural Network | Jan 28, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
