Compressive Sensing for the Photonic Mixer Device
Fundamentals, Methods and Results
Seiten
2017
|
1st ed. 2017
Springer Fachmedien Wiesbaden GmbH (Verlag)
978-3-658-18056-0 (ISBN)
Springer Fachmedien Wiesbaden GmbH (Verlag)
978-3-658-18056-0 (ISBN)
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 |
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 |
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