| SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applications | Jul 23, 2021 | Caustics SegmentationDepth Completion | CodeCode Available | 1 |
| RGB-D Local Implicit Function for Depth Completion of Transparent Objects | Apr 1, 2021 | Depth CompletionDepth Estimation | CodeCode Available | 1 |
| TransMatting: Enhancing Transparent Objects Matting with Transformers | Aug 5, 2022 | DecoderImage Matting | CodeCode Available | 1 |
| 3D Reconstruction of Transparent Objects With Position-Normal Consistency | Jun 1, 2016 | 3D ReconstructionPosition | —Unverified | 0 |
| Eye2Eye: A Simple Approach for Monocular-to-Stereo Video Synthesis | Apr 30, 2025 | Disparity EstimationTransparent objects | —Unverified | 0 |
| Enhancing Transparent Object Pose Estimation: A Fusion of GDR-Net and Edge Detection | Feb 17, 2025 | 6D Pose Estimation using RGBEdge Detection | —Unverified | 0 |
| An Additive Latent Feature Model for Transparent Object Recognition | Dec 1, 2009 | ObjectObject Recognition | —Unverified | 0 |
| DistillGrasp: Integrating Features Correlation with Knowledge Distillation for Depth Completion of Transparent Objects | Aug 1, 2024 | Depth CompletionFeature Correlation | —Unverified | 0 |
| EfficientPPS: Part-aware Panoptic Segmentation of Transparent Objects for Robotic Manipulation | Dec 21, 2023 | Panoptic SegmentationPart-aware Panoptic Segmentation | —Unverified | 0 |
| ClearDepth: Enhanced Stereo Perception of Transparent Objects for Robotic Manipulation | Sep 13, 2024 | Transparent objects | —Unverified | 0 |
| Differentiable Neural Surface Refinement for Modeling Transparent Objects | Jan 1, 2024 | Novel View SynthesisSurface Reconstruction | —Unverified | 0 |
| Monocular One-Shot Metric-Depth Alignment for RGB-Based Robot Grasping | Jun 20, 2025 | 6D Pose Estimation6D Pose Estimation using RGB | —Unverified | 0 |
| Cascade-Zero123: One Image to Highly Consistent 3D with Self-Prompted Nearby Views | Dec 7, 2023 | Transparent objects | —Unverified | 0 |
| Hybrid Mesh-neural Representation for 3D Transparent Object Reconstruction | Mar 23, 2022 | Image MattingObject Reconstruction | —Unverified | 0 |
| NeTO:Neural Reconstruction of Transparent Objects with Self-Occlusion Aware Refraction-Tracing | Mar 20, 2023 | 3D geometryTransparent objects | —Unverified | 0 |
| Depth Restoration of Hand-Held Transparent Objects for Human-to-Robot Handover | Aug 27, 2024 | Depth EstimationTransparent objects | —Unverified | 0 |
| Limited-angle tomographic reconstruction of dense layered objects by dynamical machine learning | Jul 21, 2020 | BIG-bench Machine LearningTransparent objects | —Unverified | 0 |
| Light Field Distortion Feature for Transparent Object Recognition | Jun 1, 2013 | ObjectObject Recognition | —Unverified | 0 |
| DepGAN: Leveraging Depth Maps for Handling Occlusions and Transparency in Image Composition | Jul 16, 2024 | Generative Adversarial NetworkOcclusion Handling | —Unverified | 0 |
| LIT: Light-field Inference of Transparency for Refractive Object Localization | Oct 2, 2019 | ObjectObject Localization | —Unverified | 0 |
| Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction | Jan 19, 2025 | 3DGSAutonomous Driving | —Unverified | 0 |
| Lensless hyperspectral imaging by Fourier transform spectroscopy for broadband visible light: phase retrieval technique | Mar 16, 2020 | RetrievalTransparent objects | —Unverified | 0 |
| Dense Reconstruction of Transparent Objects by Altering Incident Light Paths Through Refraction | May 20, 2021 | ObjectSurface Reconstruction | —Unverified | 0 |
| MVTrans: Multi-View Perception of Transparent Objects | Feb 22, 2023 | Dataset GenerationDepth Estimation | —Unverified | 0 |
| A Fixed Viewpoint Approach for Dense Reconstruction of Transparent Objects | Jun 1, 2015 | ObjectSurface Reconstruction | —Unverified | 0 |
