Synthetic image generation and the use of virtual environments for image enhancement tasks

• Main Author: Del Gallego, Neil Patrick
• Format: text
• Language: English
• Published: Animo Repository 2023
• Subjects: Computer graphics; Rendering (Computer graphics); Machine learning; Neural networks (Computer science); Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/etdd_softtech/2; https://animorepository.dlsu.edu.ph/context/etdd_softtech/article/1001/viewcontent/Synthetic_Image_Generation_and_the_Use_of_Virtual_Environments_fo_Redacted.pdf
• Institution: De La Salle University

Deep learning networks are often difficult to train if there are insufficient image samples. Gathering real-world images tailored for a specific job takes a lot of work to perform. This dissertation explores techniques for synthetic image generation and virtual environments for various image enhance...