Camera resolution tuning method based on genetic algorithm and related equipment

• Main Authors: FU RONG, XIAO HONGHUA, MENG XIANGRUI
• Format: Patent
• Language: Chinese; English
• Published: 05.01.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC COMMUNICATION TECHNIQUE; ELECTRICITY; PHYSICS; PICTORIAL COMMUNICATION, e.g. TELEVISION

The invention belongs to the technical field of computers, and provides a camera resolution tuning method based on a genetic algorithm and related equipment. The method comprises the following steps: setting an initial population scale, and generating an initial individual population composed of different resolution settings; calculating a definition value, and performing normalization processing; selecting a parent based on a roulette selection method, and performing crossover and mutation operations; after new offspring individuals are obtained, individuals in the initial individual group are replaced, and a new generation of population is generated; repeating the steps of iteratively calculating the definition value, selecting a parent, carrying out crossover and variation, and generating a new generation of population until the maximum number of iterations is reached; and selecting the individual with the highest definition and the lowest resolution as an optimal output result. According to the method, th