Deep learning for 3D human pose estimation and mesh recovery: A survey

Y Liu, C Qiu, Z Zhang - Neurocomputing, 2024 - Elsevier
Abstract 3D human pose estimation and mesh recovery have attracted widespread research
interest in many areas, such as computer vision, autonomous driving, and robotics. Deep …

Fundamental limits to depth imaging with single-photon detector array sensors

S Scholes, G Mora-Martín, F Zhu, I Gyongy, P Soan… - Scientific reports, 2023 - nature.com
Abstract Single-Photon Avalanche Detector (SPAD) arrays are a rapidly emerging
technology. These multi-pixel sensors have single-photon sensitivities and pico-second …

Human pose inference using an elevated mmWave FMCW radar

S Scholes, A Ruget, F Zhu, J Leach - IEEE Access, 2024 - ieeexplore.ieee.org
Human monitoring using radar systems operating in the GHz regime has generated
significant interest as a result of the increasing availability of commercial radar systems …

Towards 3D Vision with Low-Cost Single-Photon Cameras

F Mu, C Sifferman, S Jungerman, Y Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present a method for reconstructing 3D shape of arbitrary Lambertian objects based on
measurements by miniature energy-efficient low-cost single-photon cameras. These …

Robust framework for modelling long range dToF SPAD Lidar performance

S Scholes, E Wade, A McCarthy, J Garcia-Armenta… - Optics …, 2024 - opg.optica.org
Time-of-flight Lidars based on single-photon avalanche diode (SPAD) detector arrays are
emerging as a strong candidate technology for long range three-dimensional imaging in …

Unlocking the performance of proximity sensors by utilizing transient histograms

C Sifferman, Y Wang, M Gupta… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
We provide methods which recover planar scene geometry by utilizing the transient
histograms captured by a class of close-range time-of-flight (ToF) distance sensor. A …

Using a distance sensor to detect deviations in a planar surface

C Sifferman, W Sun, M Gupta… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
We investigate methods for determining if a planar surface contains geometric deviations
(eg, protrusions, objects, divots, or cliffs) using only an instantaneous measurement from a …

Quanta Video Restoration

P Chennuri, Y Chi, E Jiang, GM Godaliyadda… - … on Computer Vision, 2025 - Springer
The proliferation of single-photon image sensors has opened the door to a plethora of high-
speed and low-light imaging applications. However, data collected by these sensors are …

The role of detection times in reflectivity estimation with single-photon lidar

R Kitichotkul, J Rapp, VK Goyal - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
In direct time-of-flight single-photon lidar, the photon detection times are typically used to
estimate the depth, while the number of detections is used to estimate the reflectivity. This …

Object classification through heterogeneous fog with a fast data-driven algorithm using a low-cost single-photon avalanche diode array

Z Zang, DD Uei Li - Optics Express, 2024 - opg.optica.org
This study presents a framework for classifying a wooden mannequin's poses using a single-
photon avalanche diode (SPAD) array in dynamic and heterogeneous fog conditions. The …