Image harmonization for deep learning model optimization

• Main Authors: Rao, Gireesha Chinthamani, Avinash, Gopal B, Török, Levente Imre, Ghose, Soumya, Tan, Tao, Ferenczi, Lehel, Ruskó, László, Tegzes, Pál, Younis, Khaled
• Format: Patent
• Language: English
• Published: 06.06.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS

Techniques are described for optimizing deep learning model performance using image harmonization as a pre-processing step. According to an embodiment, a method comprises decomposing, by a system operatively coupled to a processor, an input image into sub-images. The method further comprises harmoni...