Recent advances in 3D data acquisition and processing by time-of-flight camera

Y He, S Chen - IEEE Access, 2019 - ieeexplore.ieee.org
Three-dimensional (3D) data acquisition and real-time processing is a critical issue in an
artificial vision system. The developing time-of-flight (TOF) camera as a real-time vision …

Reliable fusion of tof and stereo depth driven by confidence measures

G Marin, P Zanuttigh, S Mattoccia - … The Netherlands, October 11–14, 2016 …, 2016 - Springer
In this paper we propose a framework for the fusion of depth data produced by a Time-of-
Flight (ToF) camera and stereo vision system. Initially, depth data acquired by the ToF …

Deep learning for confidence information in stereo and tof data fusion

G Agresti, L Minto, G Marin… - Proceedings of the …, 2017 - openaccess.thecvf.com
This paper proposes a novel framework for the fusion of depth data produced by a Time-of-
Flight (ToF) camera and a stereo vision system. The key problem of balancing between the …

Stereo and ToF data fusion by learning from synthetic data

G Agresti, L Minto, G Marin, P Zanuttigh - Information Fusion, 2019 - Elsevier
Abstract Time-of-Flight (ToF) sensors and stereo vision systems are both capable of
acquiring depth information but they have complementary characteristics and issues. A more …

Privacy-preserving cross-domain network reachability quantification

F Chen, B Bruhadeshwar, AX Liu - 2011 19th IEEE …, 2011 - ieeexplore.ieee.org
Network reachability is one of the key factors for capturing end-to-end network behavior and
detecting the violation of security policies. While quantifying network reachability within one …

Guided optimization framework for the fusion of time-of-flight with stereo depth

FS Zakeri, M Sjöström, J Keinert - Journal of Electronic …, 2020 - spiedigitallibrary.org
The fusion of depth acquired actively with the depth estimated passively proved its
significance as an improvement strategy for gaining depth. This combination allows us to …

Data Fusion for Range Enhancement in Time-of-Flight Image Systems

A Aachibou, F PLA, J Calpe - Available at SSRN 4292750 - papers.ssrn.com
Depth estimation is one of the fundamentals tasks in 3D imaging. In this work we present a
new method based on a weighted energy optimization to enhance depth images captured …

Data Fusion for Range Enhancement in Time-of-Flight Image Systems

J Calpe, F PLA - papers.ssrn.com
Depth estimation is one of the fundamentals tasks in 3D imaging. In this work we present a
new method based on a weighted energy optimization to enhance depth images captured …

3D data fusion from multiple sensors and its applications

G Marin - 2017 - research.unipd.it
The introduction of depth cameras in the mass market contributed to make computer vision
applicable to many real world applications, such as human interaction in virtual …

Deep learning for scene understanding with color and depth data

L Minto - 2018 - research.unipd.it
Significant advancements have been made in the recent years concerning both data
acquisition and processing hardware, as well as optimization and machine learning …