Canon Kabushiki Kaisha

Keisui Okuma

Hitoshi Imai

Taku Ogasawara

Yuji Naya

In a scene where a pseudo character image is generated by performing deformation processing for a character image, a character image that impedes training is suppressed from being generated. Based on a condition relating to a parameter that is used for the deformation processing and associated with a first class, a parameter of the deformation processing is determined and the deformation processing is performed for a character image belonging to the first class using the determined parameter. Then, whether or not the deformed character image generated by the deformation processing is similar to a character image belonging to a class different from the first class is determined and in a case where similarity is determined, the condition associated with the first class is updated.

Training of neural networks in which deformation processing of training data is adjusted so that deformed character images are not too similar to character images of another class

An image processing system acquires a scanned image obtained by scanning an original, and extracts a character region that includes characters from within the scanned image. The image processing system performs conversion processing, for converting a font of a character included in the extracted character region from a first font to a second font, on the scanned image using a conversion model for which training has been performed in advance so as to convert characters of the first font in an inputted image into characters of the second font and output a converted image. Then, the image processing system executes OCR on the scanned image after the conversion processing.

Image processing system, image processing apparatus, image processing method, and storage medium

An information processing system acquires, using a reading device, a read image from an original on which a handwritten character is written; acquires, based on the read image, a partial image that is a partial region of the read image and a binarized image that expresses the partial image by two tones; performs learning of a learning model based on learning data that uses the partial image as a correct answer image and the binarized image as an input image; acquires print data including a font character; generates conversion image data including a gradation character obtained by inputting the font character to the learning model; and causes an image forming device to form an image based on the generated conversion image data.

Information processing system for obtaining read data of handwritten characters, training a model based on the characters, and producing a font for printing using the model

Either of a first person image capturing a person located in front of a first projection surface from a first projection surface side and a second person image capturing the person from an opposite side of the first projection surface with respect to the person is projected on a second projection surface of a remote place.

Communication system

An information processing system determines a relationship between an observer and an observation target person based on personal information of the observer and personal information of the observation target person, and displays content information generated based on the determined relationship together with an image of the observation target person in a display area of a display unit.

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Kawasaki, Japan

Keisui Okuma