Artificial Intelligence in Label-free Microscopy

Part I. Time Stretch Imaging

1. Introduction
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

2. Time Stretch
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

Part II. Inspection and Vision

3. Nanometer-Resolved Imaging Vibrometer
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

4. Three-Dimensional Ultrafast Laser Scanner
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

Part III. Biomedical Applications

5. Label-Free High-Throughput Phenotypic Screening
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

6. Time Stretch Quantitative Phase Imaging
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

Part IV. Big Data and Artificial Intelligence

7. Big Data Acquisition and Processing in Real-Time
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

8. Deep Learning and Classification
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

Part V. Data Compression

9. Optical Data Compression in Time Stretch Imaging
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

10. Design of Warped Stretch Transform
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

11. Concluding Remarks and Future Work
Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali

Keywords: Engineering, Biomedical Engineering, Electronics and Microelectronics, Instrumentation, Image Processing and Computer Vision, Bioinformatics