IMAGE PROCESSING DEVICE, METHOD FOR CONTROLLING IMAGE PROCESSING DEVICE, AND PROGRAM

• Main Authors: MIYAJIMA SHUNSUKE, HASEGAWA HIROYUKI, OTSUBO MASATOSHI, TAKITA TARO, KIMURA TAKAYUKI, WATANABE KENTO, KAWAHARA SHUNSUKE, HIGUCHI DAISUKE
• Format: Patent
• Language: English; Japanese
• Published: 13.01.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; ELECTRIC COMMUNICATION TECHNIQUE; ELECTRICITY; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS; PICTORIAL COMMUNICATION, e.g. TELEVISION

To improve the inference accuracy of an image even in the case that an image characteristic is changed by correction to be applied to the image.SOLUTION: An image processing device includes image processing means for executing plural image processing of a training image and a teacher image, learning means for performing machine learning of a learning model by using the training image and the teacher image respectively undergoing the plural image processing, and control means for performing control to store a plurality of parameters about the learning model undergoing learning of the respective plural image processing in association with a correction condition of image processing.SELECTED DRAWING: Figure 3 【課題】画像に適用する補正によって画像特性が変化する場合であっても、画像の推論精度を向上させることを目的とする。【解決手段】画像処理装置は、訓練画像と教師画像に対して複数の画像処理を施す画像処理手段と、複数の画像処理がそれぞれ施された訓練画像と教師画像とを用いて、学習モデルの機械学習を行う学習手段と、複数の画像処理のそれぞれで学習された学習モデルについての複数のパラメータを、画像処理の補正条件に対応付けて保存する制御を行う制御手段と、を含む。【選択図】図３