| Robust Vision Challenge 2020 -- 1st Place Report for Panoptic Segmentation | Aug 23, 2020 | BenchmarkingPanoptic Segmentation | —Unverified | 0 |
| Robust Visual Tracking by Motion Analyzing | Sep 6, 2023 | Object TrackingSegmentation | —Unverified | 0 |
| End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding | Nov 27, 2023 | Language ModellingLarge Language Model | —Unverified | 0 |
| RoMedFormer: A Rotary-Embedding Transformer Foundation Model for 3D Genito-Pelvic Structure Segmentation in MRI and CT | Mar 18, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| RoMo: Robust Motion Segmentation Improves Structure from Motion | Nov 27, 2024 | Camera CalibrationMotion Segmentation | —Unverified | 0 |
| ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model | Nov 29, 2024 | PredictionSegmentation | —Unverified | 0 |
| Rethinking Text-Promptable Surgical Instrument Segmentation with Robust Framework | Nov 19, 2024 | Segmentation | —Unverified | 0 |
| ROSS: Radar Off-road Semantic Segmentation | Oct 20, 2023 | Autonomous NavigationSegmentation | —Unverified | 0 |
| RPG: Learning Recursive Point Cloud Generation | May 29, 2021 | Point Cloud GenerationSegmentation | —Unverified | 0 |
| R-PHOC: Segmentation-Free Word Spotting using CNN | Jul 5, 2017 | Segmentation | —Unverified | 0 |
| RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation | Sep 29, 2019 | ObjectSegmentation | —Unverified | 0 |
| RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels | Sep 27, 2020 | DecoderDenoising | —Unverified | 0 |
| RRSIS: Referring Remote Sensing Image Segmentation | Jun 14, 2023 | BenchmarkingImage Segmentation | —Unverified | 0 |
| RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation | Apr 3, 2024 | Long-range modelingMamba | —Unverified | 0 |
| RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation | Feb 29, 2024 | Cloud DetectionImage Segmentation | —Unverified | 0 |
| RSCA: Real-time Segmentation-based Context-Aware Scene Text Detection | May 26, 2021 | Scene Text DetectionSegmentation | —Unverified | 0 |
| RSI-Net: Two-Stream Deep Neural Network for Remote Sensing Imagesbased Semantic Segmentation | Sep 19, 2021 | Open-Ended Question AnsweringSegmentation | —Unverified | 0 |
| RSS-Net: Weakly-Supervised Multi-Class Semantic Segmentation with FMCW Radar | Apr 2, 2020 | Image SegmentationSegmentation | —Unverified | 0 |
| RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought | Jun 4, 2025 | Multimodal ReasoningReasoning Segmentation | —Unverified | 0 |
| RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer | Oct 13, 2022 | GPUReal-Time Semantic Segmentation | —Unverified | 0 |
| RUN: Reversible Unfolding Network for Concealed Object Segmentation | Jan 30, 2025 | ObjectSegmentation | —Unverified | 0 |
| Runtime Freezing: Dynamic Class Loss for Multi-Organ 3D Segmentation | Jun 12, 2024 | Segmentation | —Unverified | 0 |
| RustSEG -- Automated segmentation of corrosion using deep learning | May 11, 2022 | Deep LearningSegmentation | —Unverified | 0 |
| Rusty Detection Using Image Processing For Maintenance Of Stations | Nov 16, 2023 | Segmentation | —Unverified | 0 |
| RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation | Jul 13, 2023 | Retinal Vessel SegmentationSegmentation | —Unverified | 0 |