Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography.:
The Jagiellonian PET (J-PET) Collaboration developed a novel whole-body PET scanner based on plastic scintillators, which reduce the high cost of PET scanners. Lech Raczyński presents new approaches to developing signal and image processing algorithms that take into account the specifications of th...
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| Main Author: | |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Krakow :
Jagiellonian University Press,
2022.
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| Subjects: | |
| Online Access: | DE-862 DE-863 |
| Summary: | The Jagiellonian PET (J-PET) Collaboration developed a novel whole-body PET scanner based on plastic scintillators, which reduce the high cost of PET scanners. Lech Raczyński presents new approaches to developing signal and image processing algorithms that take into account the specifications of the J-PET detector. |
| Physical Description: | 1 online resource (126 p.) |
| ISBN: | 9788323372493 8323372497 |
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| 505 | 0 | |a Intro -- Acknowledgements -- Contents -- Abbreviations -- Preface -- 1. Introduction -- 2. Positron Emission Tomography -- 2.1 Interaction of photons with matter -- 2.2 Detection of photons -- 2.3 Introduction of the Jagiellonian PET detector -- 3. Algorithmic background -- 3.1 Compressive Sensing -- 3.2 Total Variation regularization -- 3.3 Self-Organized Maps -- 4. Low-level data processing inJagiellonian PET -- 4.1 Model of signal waveform registered on photomultiplier -- 4.3 Reconstruction of photon interaction position in scintillator | |
| 505 | 8 | |a 4.4 Prediction of theoretical resolutions of the J-PET scanner -- 5. High-level data processing in Jagiellonian PET -- 5.1 Event classification in the J-PET detector -- 5.2 Image reconstruction using Total Variation regularization -- 6. Results -- 6.1 Experimental and simulation scenarios -- 6.2 Recovery of signal waveform based on limited number of samples -- 6.3 Reconstruction of photon interaction position in scintillator -- 6.4 Prediction of theoretical resolutions of the J-PET scanner -- 6.5 Event classification in the J-PET detector | |
| 505 | 8 | |a 6.6 Image reconstruction using Total Variation regularization -- 7. Conclusions and summary -- 7.1 Summary of low-level data processing -- 7.2 Summary of high-level data processing -- Appendix -- A.1 Derivation of error resulting from signal recovery procedure -- A.2 Derivation of error resulting from limited number of photoelectrons -- A.3 Derivation of convolution operator a -- References | |
| 520 | |a The Jagiellonian PET (J-PET) Collaboration developed a novel whole-body PET scanner based on plastic scintillators, which reduce the high cost of PET scanners. Lech Raczyński presents new approaches to developing signal and image processing algorithms that take into account the specifications of the J-PET detector. | ||
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| contents | Intro -- Acknowledgements -- Contents -- Abbreviations -- Preface -- 1. Introduction -- 2. Positron Emission Tomography -- 2.1 Interaction of photons with matter -- 2.2 Detection of photons -- 2.3 Introduction of the Jagiellonian PET detector -- 3. Algorithmic background -- 3.1 Compressive Sensing -- 3.2 Total Variation regularization -- 3.3 Self-Organized Maps -- 4. Low-level data processing inJagiellonian PET -- 4.1 Model of signal waveform registered on photomultiplier -- 4.3 Reconstruction of photon interaction position in scintillator 4.4 Prediction of theoretical resolutions of the J-PET scanner -- 5. High-level data processing in Jagiellonian PET -- 5.1 Event classification in the J-PET detector -- 5.2 Image reconstruction using Total Variation regularization -- 6. Results -- 6.1 Experimental and simulation scenarios -- 6.2 Recovery of signal waveform based on limited number of samples -- 6.3 Reconstruction of photon interaction position in scintillator -- 6.4 Prediction of theoretical resolutions of the J-PET scanner -- 6.5 Event classification in the J-PET detector 6.6 Image reconstruction using Total Variation regularization -- 7. Conclusions and summary -- 7.1 Summary of low-level data processing -- 7.2 Summary of high-level data processing -- Appendix -- A.1 Derivation of error resulting from signal recovery procedure -- A.2 Derivation of error resulting from limited number of photoelectrons -- A.3 Derivation of convolution operator a -- References |
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| spelling | Raczyński, Lech. Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography. Krakow : Jagiellonian University Press, 2022. 1 online resource (126 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Intro -- Acknowledgements -- Contents -- Abbreviations -- Preface -- 1. Introduction -- 2. Positron Emission Tomography -- 2.1 Interaction of photons with matter -- 2.2 Detection of photons -- 2.3 Introduction of the Jagiellonian PET detector -- 3. Algorithmic background -- 3.1 Compressive Sensing -- 3.2 Total Variation regularization -- 3.3 Self-Organized Maps -- 4. Low-level data processing inJagiellonian PET -- 4.1 Model of signal waveform registered on photomultiplier -- 4.3 Reconstruction of photon interaction position in scintillator 4.4 Prediction of theoretical resolutions of the J-PET scanner -- 5. High-level data processing in Jagiellonian PET -- 5.1 Event classification in the J-PET detector -- 5.2 Image reconstruction using Total Variation regularization -- 6. Results -- 6.1 Experimental and simulation scenarios -- 6.2 Recovery of signal waveform based on limited number of samples -- 6.3 Reconstruction of photon interaction position in scintillator -- 6.4 Prediction of theoretical resolutions of the J-PET scanner -- 6.5 Event classification in the J-PET detector 6.6 Image reconstruction using Total Variation regularization -- 7. Conclusions and summary -- 7.1 Summary of low-level data processing -- 7.2 Summary of high-level data processing -- Appendix -- A.1 Derivation of error resulting from signal recovery procedure -- A.2 Derivation of error resulting from limited number of photoelectrons -- A.3 Derivation of convolution operator a -- References The Jagiellonian PET (J-PET) Collaboration developed a novel whole-body PET scanner based on plastic scintillators, which reduce the high cost of PET scanners. Lech Raczyński presents new approaches to developing signal and image processing algorithms that take into account the specifications of the J-PET detector. Tomography, Emission. http://id.loc.gov/authorities/subjects/sh85135956 Signal processing Digital techniques. http://id.loc.gov/authorities/subjects/sh85122398 Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Tomography, Emission-Computed https://id.nlm.nih.gov/mesh/D014055 Tomographie par émission. Traitement du signal Techniques numériques. Traitement d'images. image processing. aat Diagnostic Imaging. bisacsh MEDICAL. bisacsh TECHNOLOGY & ENGINEERING. bisacsh Image processing fast Signal processing Digital techniques fast Tomography, Emission fast Electronic books. has work: DIGITAL SIGNAL AND IMAGE PROCESSING IN JAGIELLONIAN POSITRON EMISSION TOMOGRAPHY (Text) https://id.oclc.org/worldcat/entity/E39PCXvHgh3HCYTKkcQ4gQfJtC https://id.oclc.org/worldcat/ontology/hasWork Print version: Raczyński, Lech Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography La Vergne : Jagiellonian University Press,c2022 |
| spellingShingle | Raczyński, Lech Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography. Intro -- Acknowledgements -- Contents -- Abbreviations -- Preface -- 1. Introduction -- 2. Positron Emission Tomography -- 2.1 Interaction of photons with matter -- 2.2 Detection of photons -- 2.3 Introduction of the Jagiellonian PET detector -- 3. Algorithmic background -- 3.1 Compressive Sensing -- 3.2 Total Variation regularization -- 3.3 Self-Organized Maps -- 4. Low-level data processing inJagiellonian PET -- 4.1 Model of signal waveform registered on photomultiplier -- 4.3 Reconstruction of photon interaction position in scintillator 4.4 Prediction of theoretical resolutions of the J-PET scanner -- 5. High-level data processing in Jagiellonian PET -- 5.1 Event classification in the J-PET detector -- 5.2 Image reconstruction using Total Variation regularization -- 6. Results -- 6.1 Experimental and simulation scenarios -- 6.2 Recovery of signal waveform based on limited number of samples -- 6.3 Reconstruction of photon interaction position in scintillator -- 6.4 Prediction of theoretical resolutions of the J-PET scanner -- 6.5 Event classification in the J-PET detector 6.6 Image reconstruction using Total Variation regularization -- 7. Conclusions and summary -- 7.1 Summary of low-level data processing -- 7.2 Summary of high-level data processing -- Appendix -- A.1 Derivation of error resulting from signal recovery procedure -- A.2 Derivation of error resulting from limited number of photoelectrons -- A.3 Derivation of convolution operator a -- References Tomography, Emission. http://id.loc.gov/authorities/subjects/sh85135956 Signal processing Digital techniques. http://id.loc.gov/authorities/subjects/sh85122398 Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Tomography, Emission-Computed https://id.nlm.nih.gov/mesh/D014055 Tomographie par émission. Traitement du signal Techniques numériques. Traitement d'images. image processing. aat Diagnostic Imaging. bisacsh MEDICAL. bisacsh TECHNOLOGY & ENGINEERING. bisacsh Image processing fast Signal processing Digital techniques fast Tomography, Emission fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85135956 http://id.loc.gov/authorities/subjects/sh85122398 http://id.loc.gov/authorities/subjects/sh85064446 https://id.nlm.nih.gov/mesh/D014055 |
| title | Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography. |
| title_auth | Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography. |
| title_exact_search | Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography. |
| title_full | Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography. |
| title_fullStr | Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography. |
| title_full_unstemmed | Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography. |
| title_short | Digital Signal and Image Processing in Jagiellonian Positron Emission Tomography. |
| title_sort | digital signal and image processing in jagiellonian positron emission tomography |
| topic | Tomography, Emission. http://id.loc.gov/authorities/subjects/sh85135956 Signal processing Digital techniques. http://id.loc.gov/authorities/subjects/sh85122398 Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Tomography, Emission-Computed https://id.nlm.nih.gov/mesh/D014055 Tomographie par émission. Traitement du signal Techniques numériques. Traitement d'images. image processing. aat Diagnostic Imaging. bisacsh MEDICAL. bisacsh TECHNOLOGY & ENGINEERING. bisacsh Image processing fast Signal processing Digital techniques fast Tomography, Emission fast |
| topic_facet | Tomography, Emission. Signal processing Digital techniques. Image processing. Tomography, Emission-Computed Tomographie par émission. Traitement du signal Techniques numériques. Traitement d'images. image processing. Diagnostic Imaging. MEDICAL. TECHNOLOGY & ENGINEERING. Image processing Signal processing Digital techniques Tomography, Emission Electronic books. |
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