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Compressive Sensing for the Photonic Mixer Device

Fundamentals, Methods and Results

Miguel Heredia Conde (Autor)

Buch | Softcover

XXXIII, 496 Seiten

2017 | 1st ed. 2017
Springer Fachmedien Wiesbaden GmbH (Verlag)
978-3-658-18056-0 (ISBN)

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Miguel Heredia Conde aims at finding novel ways to fit the valuable mathematical results of the Compressive Sensing (CS) theory to the specific case of the Photonic Mixer Device (PMD).To this end, methods are presented that take profit of the sparsity of the signals gathered by PMD sensors. In his research, the author reveals that CS enables outstanding tradeoffs between sensing effort and depth error reduction or resolution enhancement.

Dr. Miguel Heredia Conde studied industrial engineering with specialization in automation and electronics at the University of Vigo, Spain. He defended his PhD thesis in engineering at the University of Siegen, Faculty of Science and Technology, Germany. There, he is currently head of the research group on compressive sensing for time-of-flight sensors at the Center for Sensor Systems (ZESS).

Phase-Shift-Based Time-of-Flight Imaging Systems.- Fundamentals of Compressive Sensing.- High Resolution Characterization of PMD Pixels.- Compressive Sensing in Spatial and Time-Frequency Domains.- CS-PMD: A Compressive Sensing ToF Camera based on the Photonic Mixer Device.

Erscheinungsdatum	05.05.2017
Zusatzinfo	XXXIII, 496 p. 97 illus., 10 illus. in color.
Verlagsort	Wiesbaden
Sprache	englisch
Maße	148 x 210 mm
Gewicht	679 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Algorithms & Data Structures • Algorithms & data structures • Computer Imaging, Vision, Pattern Recognition and • Computer Science • computer vision • data encryption • Data Structures, Cryptology and Information Theory • depth sensing • Error Reduction • Mathematical and Computational Engineering • Maths for engineers • PMD • super resolution • time-of-flight • TOF
ISBN-10	3-658-18056-0 / 3658180560
ISBN-13	978-3-658-18056-0 / 9783658180560
Zustand	Neuware