IMAGE PROCESSING SYSTEM, IMAGE PROCESSING METHOD, AND PROGRAM STORAGE MEDIUM
Provided is an image processing system, an image processing method, and a program for preferably detecting a mobile object. The image processing system includes: an image input unit for receiving an input for some image frames having different times in a plurality of image frames constituting a picture, which is of a pixel on which the mobile object appears or a pixel on which the mobile object does not appear, for selected arbitrary one or more pixels in an image frame at the time of processing; and a mobile object detection model constructing unit for learning a parameter for detecting the mobile object based on the input.
1 . An image processing system for learning a parameter for detecting a mobile object, comprising:
at least one memory storing instructions; and
at least one processor configured to process the instructions to control the image processing system to:
display an image frame including at least a mobile object;
place a first icon on a background region of the image frame based on a first user input; and
place a second icon on a mobile object region of the image frame based on a second user input.
2 . The image processing system according for claim 1 , wherein
the at least one processor is further configured to process the instructions to control the image processing system to:
generate, based on the first user input and the second user input, a mobile object detection model for detecting the mobile object from the image frame.
3 . The image processing system according for claim 1 , wherein
the at least one processor is further configured to process the instructions to control the image processing system to:
identify whether pixels that are selected at random are the background region or the mobile object region based on additional user inputs.
4 . An image processing method performed by at least one computer, the method comprising:
displaying an image frame including at least a mobile object;
placing a first icon on a background region of the image frame based on a first user input; and
placing a second icon on a mobile object region of the image frame based on a second user input.
5 . The image processing method according to claim 4 , further comprising:
generating, based on the first user input and the second user input, a mobile object detection model for detecting the mobile object from the image frame.
6 . The image processing method according to claim 4 , further comprising:
identifying whether pixels that are selected at random are the background region or the mobile object region based on additional user inputs.
7 . A non-transitory computer readable recording medium storing program instructions for causing a computer to perform:
displaying an image frame including at least a mobile object;
placing a first icon on a background region of the image frame based on a first user input; and
placing a second icon on a mobile object region of the image frame based on a second user input.
8 . The non-transitory computer readable recording medium according to claim 7 , wherein the program instructions further cause the computer to perform:
generating, based on the first user input and the second user input, a mobile object detection model for detecting the mobile object from the image frame.
9 . The non-transitory computer readable recording medium according to claim 7 , wherein the program instructions further cause the computer to perform:
identifying whether pixels that are selected at random are the background region or the mobile object region based on additional user inputs.