"Version: 20240401"--Title page verso.Includes bibliographical references.1. Mathematical tools for computer vision -- 1.1. Probability, entropy and Kullback-Leibler divergence -- 1.2. Using a gradient descent algorithm for linear regression -- 1.3. Automatic gradient calculations and learning rate schedulers -- 1.4. Dataset, dataloader, GPU and models saving -- 1.5. Activation functions for no…
"Version: 202109"--Title page verso.Includes bibliographical references.1. Optics, sensors and images -- 1.1. Introduction -- 1.2. Optics and images -- 1.3. Vision -- 1.4. Optical instruments and optical design -- 1.5. Cameras -- 1.6. CCD sensor -- 1.7. CMOS sensor -- 1.8. Python as a program language for this book -- 1.9. Artificial vision and computer vision -- 1.10. End notes2. Introduction …
"Version: 20230701"--Title page verso.Includes bibliographical references.1. LiDAR's role in autonomous driving -- 1.1. Autonomous driving -- 1.2. LiDAR in autonomous driving2. Fundamentals of ToF LiDAR -- 2.1. Principle of ToF ranging -- 2.2. LiDAR structure -- 2.3. AMCW LiDAR -- 2.4. FMCW LiDAR3. Laser source and transmitter -- 3.1. Fundamentals of semiconductor lasers -- 3.2. CW and pulsed l…
"Version: 20220501"--Title page verso.Includes bibliographical references.1. Drone-based vision system : surveillance during calamities / Ankit Charan Janbandhu, Sachin Sharma, Irshad Ahmad Ansari and Varun Bajaj -- 2. Use of computer vision to inspect automatically machined workpieces / Virginia Riego del Castillo and Lidia S?anchez-Gonz?alez -- 3. Machine learning for vision based crowd manag…
"Version: 20221201"--Title page verso.Includes bibliographical references.part I. Deep learning and its applications. 1. Deep learning and augmented radiology / Mainak Biswas and Jasjit S. Suri -- 2. Deep learning in biomedical imaging / Mainak Biswas and Jasjit S. Suripart II. Deep learning in brain imaging. 3. A review of artificial intelligence in brain tumor classification and segmentation …
"Version: 20231101"--Title page verso.Includes bibliographical references.part I. An overview of deep learning and its applications in COVID-19 and tuberculosis. 1. An overview of AI applications in medical imaging for COVID-19-related brain and heart injuries / Harshit Sharma, Radhakrishn Birla, Mainak Biswas and Jasjit S. Suri -- 2. Characterizing acute respiratory distress syndrome in COVID-…