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Felipe Gutierrez-Barragan

4 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
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