Shape from Thermal Radiation: Passive Ranging Using Multi-spectral LWIR Measurements
Yasuto Nagase, Takahiro Kushida, Kenichiro Tanaka, Takuya Funatomi, Yasuhiro Mukaigawa
Abstract
In this paper, we propose a new cue of depth sensing using thermal radiation. Our method realizes passive, texture independent, far range, and dark scene applicability, which can broaden the depth sensing subjects. A key ob-servation is that thermal radiation is attenuated by the air and is wavelength dependent. By modeling the wavelength-dependent attenuation by the air and building a multi-spectral LWIR measurement system, we can jointly estimate the depth, temperature, and emissivity of the target. We analytically show the capability of the thermal radiation cue and show the effectiveness of the method in real-world scenes using an imaging system with a few bandpass filters.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 4448bffb-2719-4c33-9ab8-eac5ffb54c79Cited by top-tier papers5
- Projecting Trackable Thermal Patterns for Dynamic Computer VisionMark Sheinin, Aswin C. Sankaranarayanan, Srinivasa G. NarasimhanCVPR 2024 · 3 citations
- Dual Band Thermal Videography: Separating Time-Varying Reflection and Emission Near Ambient ConditionsSriram Narayanan, Mani Ramanagopal, Srinivasa G. NarasimhanCVPR 2026 · 1 citation
- VT-Intrinsic: Physics-Based Decomposition of Reflectance and Shading using a Single Visible-Thermal Image PairZeqing Leo Yuan, Mani Ramanagopal, Aswin C. Sankaranarayanan, Srinivasa G. NarasimhanCVPR 2026
- Thermal Polarimetric Multi-View StereoTakahiro Kushida, Kenichiro TanakaICCV 2025
- Deep Depth Estimation from Thermal ImageUkcheol Shin, Jinsun Park, In So KweonCVPR 2023
Builds on4
- Deep Optics for Monocular Depth Estimation and 3D Object DetectionJulie Chang, Gordon WetzsteinICCV 2019 · 219 citations
- Single-shot Hyperspectral-Depth Imaging with Learned Diffractive OpticsSeung-Hwan Baek, Hayato Ikoma, Daniel S. Jeon, Yuqi Li et al.ICCV 2021 · 109 citations
- Auto-Tuning Structured Light by Optical Stochastic Gradient DescentWenzheng Chen, Parsa Mirdehghan, Sanja Fidler, Kiriakos N. KutulakosCVPR 2020
- Polka Lines: Learning Structured Illumination and Reconstruction for Active StereoSeung-Hwan Baek, Felix HeideCVPR 2021
Related papers
- A Theory of Joint Light and Heat Transport for Lambertian ScenesMani Ramanagopal, Sriram Narayanan, Aswin C. Sankaranarayanan, Srinivasa G. NarasimhanCVPR 2024 · 5 citations
- TherA: Thermal-Aware Visual-Language Prompting for Controllable RGB-to-Thermal Infrared TranslationDong-Guw Lee, Tai Hyoung Rhee, Hyunsoo Jang, Young-Sik Shin et al.CVPR 2026 · 4 citations
- Surface Normals and Shape From WaterSatoshi Murai, Meng-Yu Kuo, Ryo Kawahara, Shohei Nobuhara et al.ICCV 2019 · 14 citations
- Towards Multimodal Depth Estimation from Light FieldsTitus Leistner, Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe et al.CVPR 2022 · 14 citations
- Coherence as Texture - Passive Textureless 3D Reconstruction by Self-InterferenceWei-Yu Chen, Aswin C. Sankaranarayanan, Anat Levin, Matthew O'TooleCVPR 2024
