Abstract:
An image summarization device includes a first image summarization section that performs a first image summarization process based on a similarity between a plurality of images to acquire a first summary image sequence, a second image summarization section that performs a second image summarization process based on a target object/scene recognition process on each image among the plurality of images to acquire a second summary image sequence, and an integration processing section that performs an integration process on the first summary image sequence and the second summary image sequence, or performs an integration process on the first image summarization process and the second image summarization process to acquire an output summary image sequence.
Abstract:
The information processing system includes: a memory storing a first trained model and a second trained model; and a processor. The first trained model is trained to perform a detection process on a first training image at a normal magnification. The second trained model is trained to perform a diagnosis process on a second training image at a greater magnification. To the processor, magnification change information acquired by an operation device of an endoscope system that changes magnification of a target image is input. When the magnification change information indicates the normal magnification, the processor performs the detection process of detecting a lesion from the target image through processing based on the first trained model, and when the magnification change information indicates the greater magnification, the processor performs the diagnosis process of diagnosing a type of the lesion from the target image through processing based on the second trained model.
Abstract:
An image processing device includes a memory and a processor. The processor acquires an image sequence, calculates deformation information about images, performs a feature area detection process, performs an identicalness determination process on an ith feature area and an (i+1)th feature area based on the deformation information about an ith image and an (i+1)th image, and performs an image summarization process. The processor performs the deformation information calculation process that calculates the deformation information based on an ith deformation estimation target area that includes an area of the ith image other than the ith feature area, and an (i+1)th deformation estimation target area that includes an area of the (i+1)th image other than the (i+1)th feature area.