| Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms | Apr 28, 2022 | ArticlesSegmentation | CodeCode Available | 2 | 5 |
| CellViT: Vision Transformers for Precise Cell Segmentation and Classification | Jun 27, 2023 | Cell DetectionCell Segmentation | CodeCode Available | 2 | 5 |
| Side Adapter Network for Open-Vocabulary Semantic Segmentation | Feb 23, 2023 | Language ModellingOpen Vocabulary Semantic Segmentation | CodeCode Available | 2 | 5 |
| Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation | Apr 13, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 2 | 5 |
| COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian Splitting | Mar 25, 2025 | 3DGSObject | CodeCode Available | 2 | 5 |
| Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures | Apr 3, 2024 | CPUGPU | CodeCode Available | 2 | 5 |
| MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework | Jul 31, 2024 | 3D Medical Imaging SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| SoftGroup for 3D Instance Segmentation on Point Clouds | Mar 3, 2022 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 2 | 5 |
| OBSeg: Accurate and Fast Instance Segmentation Framework Using Segmentation Foundation Models with Oriented Bounding Box Prompts | Jan 16, 2024 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
| Centerline Boundary Dice Loss for Vascular Segmentation | Jul 1, 2024 | Segmentation | CodeCode Available | 2 | 5 |
| SPINEPS -- Automatic Whole Spine Segmentation of T2-weighted MR images using a Two-Phase Approach to Multi-class Semantic and Instance Segmentation | Feb 26, 2024 | Instance SegmentationSegmentation | CodeCode Available | 2 | 5 |
| SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression | Aug 21, 2023 | Decoderregression | CodeCode Available | 2 | 5 |
| Context-Aware Video Instance Segmentation | Jul 3, 2024 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 2 | 5 |
| A Pilot Study for Chinese SQL Semantic Parsing | Sep 29, 2019 | Cross-Lingual Word EmbeddingsQuestion Answering | CodeCode Available | 2 | 5 |
| Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images | Jan 4, 2022 | 3D Semantic SegmentationBrain Tumor Segmentation | CodeCode Available | 2 | 5 |
| Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation | Nov 28, 2024 | Segmentation | CodeCode Available | 2 | 5 |
| CGCOD: Class-Guided Camouflaged Object Detection | Dec 25, 2024 | Objectobject-detection | CodeCode Available | 2 | 5 |
| Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation | Apr 1, 2024 | Action SegmentationSegmentation | CodeCode Available | 2 | 5 |
| Text4Seg: Reimagining Image Segmentation as Text Generation | Oct 13, 2024 | Image SegmentationReferring Expression | CodeCode Available | 2 | 5 |
| CSAD: Unsupervised Component Segmentation for Logical Anomaly Detection | Aug 28, 2024 | Anomaly DetectionSegmentation | CodeCode Available | 2 | 5 |
| The Missing Point in Vision Transformers for Universal Image Segmentation | May 26, 2025 | Image SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
| TokenUnify: Scalable Autoregressive Visual Pre-training with Mixture Token Prediction | May 27, 2024 | MambaPrediction | CodeCode Available | 2 | 5 |
| 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation | Sep 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| CloSe: A 3D Clothing Segmentation Dataset and Model | Jan 22, 2024 | Continual Learningmodel | CodeCode Available | 2 | 5 |
| ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation | Jan 23, 2024 | Anomaly LocalizationAnomaly Segmentation | CodeCode Available | 2 | 5 |
