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Andreas Velten

11 accepted papers

2025

Robust 3D Object Detection using Probabilistic Point Clouds from Single-Photon LiDARs

ICCV 2025accepted

LiDAR-based 3D sensors provide point clouds, a canonical 3D representation used in various scene understanding tasks. Modern LiDARs face key challenges in several real-world scenarios, such as long-distance or low-albedo objects, producing sparse or erroneous point clouds. These errors, which are ro…

Cited by 0SourcePDFScholar
2023

Learned Compressive Representations for Single-Photon 3D Imaging

ICCV 2023poster

Single-photon 3D cameras can record the time-of-arrival of billions of photons per second with picosecond accuracy. One common approach to summarize the photon data stream is to build a per-pixel timestamp histogram, resulting in a 3D histogram tensor that encodes distances along the time axis. As t…

Cited by 4PDFScholar
2021

Virtual Light Transport Matrices for Non-Line-of-Sight Imaging

ICCV 2021poster

The light transport matrix (LTM) is an instrumental tool in line-of-sight (LOS) imaging, describing how light interacts with the scene and enabling applications such as relighting or separation of illumination components. We introduce a framework to estimate the LTM of non-line-of-sight (NLOS) scena…

Cited by 21PDFScholar
2020

On the Effect of Reflectance on Phasor Field Non-Line-of-Sight Imaging

ICASSP 2020accepted

Non-line-of-sight (NLOS) imaging aims to visualize occluded scenes by exploiting indirect reflections on visible surfaces. Previous methods approach this problem by inverting the light transport on the hidden scene, but are limited to isolated, diffuse objects. The recently introduced phasor fields…

Cited by 0SourceScholar
2019

Practical Coding Function Design for Time-Of-Flight Imaging

CVPR 2019poster

The depth resolution of a continuous-wave time-of-flight (CW-ToF) imaging system is determined by its coding functions. Recently, there has been growing interest in the design of new high-performance CW-ToF coding functions. However, these functions are typically designed in a hardware agnostic mann…

Cited by 28PDFScholar