Dishwasher and method for detecting camera failure by dishwasher
According to an implementation of the present disclosure, the dishwasher includes a case forming an outer appearance of the dishwasher and defining an opening at a front side of the case; a door configured to open and close the opening; a tub configured to receive washing water; a sump disposed at a bottom surface of the tub and configured to collect and spray the washing water; a rack disposed inside the sump and configured to accommodate a dish; a dish recognition camera configured to capture an upper portion of the rack and disposed at at least one of an inner surface of the door or an inner surface of the tub; and a controller configured to control operation of the dishwasher and the dish recognition camera.
1. A dishwasher, comprising:
a case forming an outer appearance of the dishwasher and defining an opening at a front side of the case;
a door configured to open and close the opening;
a tub configured to provide a treating chamber;
a rack disposed inside the tub and configured to accommodate a dish;
a dish recognition camera configured to capture an upper portion of the rack, the dish recognition camera being covered by a panel and disposed at at least one of (i) an inner surface of the door or (ii) an inner surface of the tub; and
a controller configured to control operation of the dishwasher and the dish recognition camera,
wherein the controller is configured to:
obtain a first dish image and a second dish image captured at different time points by the dish recognition camera according to a preset operation,
process the obtained first dish image and the second dish image, and
based on a result of processing the obtained images, determine a lens damage state of the dish recognition camera or a panel contamination state,
wherein the first dish image and the second dish image are obtained by capturing the same area, and
wherein the controller is configured to compare the first dish image and the second dish image to (i) classify a pixel having no change in color value or edge between the first dish image and the second dish image as a static pixel, (ii) classify an area of a plurality of adjacent static pixels as a contamination area and (iii) determine the lens damage state of the dish recognition camera or the panel contamination state based on the contamination area.
2. The dishwasher of claim 1 , wherein the controller is configured to determine the lens damage state of the dish recognition camera or the panel contamination state based on the contamination area and based on a number of static pixels in the contamination area exceeding a number of preset reference pixels.
3. The dishwasher of claim 2 , wherein the controller is configured to:
obtain the first dish image after a non-washing step of a first cycle ends, and
obtain the second dish image after a non-washing step of second cycle ends.
4. The dishwasher of claim 1 , wherein the controller is configured to, based on a brightness value of a pixel of the first dish image being identical to a brightness value of a pixel of the second dish image, determine that an image sensor of the dish recognition camera is damaged.
5. The dishwasher of claim 4 , wherein the controller is configured to control a lighting device to be turned on or turned off, and obtain the first dish image or the second dish image based on the lighting device being turned on or turned off.
6. The dishwasher of claim 5 , wherein the controller is configured to, based on the lighting device being turned on, obtain the first dish image, and based on the lighting device being turned off, obtain the second dish image.
7. The dishwasher of claim 1 , wherein the controller is configured to, based on a color value of a pixel at a portion corresponding to an identifier of the first dish image or the second dish image being different from a color value of a pixel at a portion corresponding to an identifier of a preset reference image, determine a state of a color filter of the dish recognition camera as a failure state.
8. The dishwasher of claim 7 , wherein the identifier is disposed at an upper portion of the rack.
9. A method for detecting failure of a camera by a dishwasher, comprising:
obtaining a first dish image and a second dish image captured at different time points by a dish recognition camera according to a preset operation;
image-processing the obtained first dish image and second dish image; and
determining a lens damage state of the dish recognition camera or a panel contamination state based on a result of the image-processing,
wherein image-processing the obtained first dish image and second dish image includes:
comparing the first dish image and the second dish image to detect a static pixel;
classifying a pixel having no change in color value or edge between the first dish image and the second dish image as a static pixel,
classifying an area of a plurality of adjacent static pixels as a contamination area; and
determining the lens damage state of the dish recognition camera or the panel contamination state based on the contamination area,
wherein the first dish image and the second dish image are obtained by capturing the same area.
10. The method of claim 9 , wherein determining the lens damage state of the dish recognition camera or a panel contamination state based on a result of the image-processing comprises:
determining the lens damage state of the dish recognition camera or the panel contamination state based on a number of static pixels in the contamination area exceeding a preset number of reference pixels.
11. The method of claim 9 , wherein obtaining the first dish image and the second dish image captured at the different time points by the dish recognition camera according to preset operation time points comprises:
obtaining the first dish image after a non-washing step of first cycle ends; and
obtaining the second dish image after a non-washing step of second cycle ends.
12. The method of claim 9 , further comprises determining that an image sensor of the dish recognition camera is damaged, based on a brightness value of a pixel of the first dish image being identical to a brightness value of a pixel of the second dish image.
13. The method of claim 9 , wherein obtaining the first dish image and the second dish image captured at the different time points by the dish recognition camera according to the preset operation comprises: obtaining the first dish image or the second dish image by controlling a lighting device to be turned on or turned off.
14. The method of claim 13 , wherein the first dish image is obtained, based on the lighting device being turned on, and the second dish image is obtained, based on the lighting device being turned off.
15. The method of claim 9 , further comprises determining a state of a color filter of the dish recognition camera as a failure state based on a color value of a pixel at a portion corresponding to an identifier in the first dish image or the second dish image being different from a color value of a pixel at a portion corresponding to an identifier in a preset reference image.
16. The method of claim 9 , wherein the method further comprises displaying the determined abnormal operation of the dish recognition camera by (i) displaying an error message on a display of the dishwasher and (ii) transmitting an error code through wireless communication with a server.