Publications

(*corresponding author, **co-first author)

• Julio Marco, Adrian Jarabo, JH Nam, Alberto Tosi, Diego Gutierrez, Andreas Velten, A comprehensive study of time-of-flight non-line-of-sight imaging, Arxiv, 2026 [Paper] 

• JH Nam, Seul Lee, Seongil Jo, Jaeoh Kim, Jooyeon Lee, Jahyun Koo, Byounghwak Lee, Keunhong Jeong, Donghyeon Yu, Improving vapor pressure prediction through integration of multiple molecular representations: a super learner approach, Journal of Chemometrics, 2025 [Paper] 

• F Mu, S Mo, J Peng, X Liu, JH Nam, S Raghavan, A Velten, Y Li, Physics to the rescue: Deep non-line-of-sight reconstruction for high-speed imaging, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025 [Paper] 

• K Jeong**, JH Nam**, S Lee, J Koo, J Lee, D Yu, S Jo, J Kim, Prediction of Flash Point of Materials Using Bayesian Kernel Machine Regression Based on Gaussian Processes With LASSO‐Like Spike‐and‐Slab Hyperprior, Journal of Chemometrics, 2024  [Paper] 

• JH Nam, J Mun, S Jo, J Kim, Prediction of Forest Fire Risk for Artillery Military Training using Weighted Support Vector Machine for Imbalanced Data, Journal of Classification, 2024  [Paper] 

• JH Nam, E Brandt, S Bauer, X Liu, M Renna, A Tosi, E Sifakis, A Velten, Low-latency time-of-flight non-line-of-sight imaging at 5 frames per second, Nature Communications, 2021 [Paper] 

• J Marco, A Jarabo, JH Nam, X Liu, MÁ Cosculluela, A Velten, D Gutierrez, Virtual light transport matrices for non-line-of-sight imaging, Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021  [Paper] 

• J Peng, F Mu, JH Nam, S Raghavan, Y Li, A Velten, Z Xiong, Towards non-line-of-sight photography, arXiv preprint arXiv:2109.07783, 2021 [Paper] 

• M La Manna, JH Nam, S Azer Reza, A Velten, Non-line-of-sight imaging using dynamic relay surfaces, Optics Express, 2020 [Paper] 

• M Renna, JH Nam, M Buttafava, F Villa, A Velten, A Tosi, Fast-gated 16×1 SPAD array for non-line-of-sight imaging applications, Instruments, 2020  [Paper] 

• JH Nam, E Brandt, S Bauer, X Liu, E Sifakis, A Velten, Real-time Non-line-of-Sight imaging of dynamic scenes, arXiv preprint arXiv:2010.12737, 2020  [Paper] 

• JH Nam, A Velten, Super-resolution remote imaging using time encoded remote apertures, Applied Sciences, 2020  [Paper] 

• X Liu, I Guillén, M La Manna, JH Nam, SA Reza, TH Le, D Gutierrez, Non-line-of-sight imaging using phasor-field virtual wave optics, Nature, 2019 [Paper] 

• M La Manna, X Liu, JH Nam, M Laurenzis, A Velten, A line-of-sight approach for non-line-of-sight imaging (conference presentation), Computational Imaging IV, 2019

• M Laurenzis, M La Manna, M Buttafava, A Tosi, JH Nam, M Gupta, Advanced active imaging with single photon avalanche diodes, Emerging Imaging and Sensing Technologies for Security and Defence III, 2018

• A Velten, M La Manna, JH Nam, X Liu, Non-line-of-sight 3D imaging (conference presentation), Three-Dimensional Imaging, Visualization, and Display 2018, 2018

• X Liu, I Guillén, M La Manna, JH Nam, SA Reza, TH Le, D Gutierrez, Virtual wave optics for non-line-of-sight imaging, arXiv preprint arXiv:1810.07535, 2018 [Paper]