Patent ID: 11972560
Assignee: HITACHI HIGH-TECH CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A machine learning device for improving accuracy in detecting an object or an object-likeness, the machine learning device comprising:
a processor; and
a memory communicatively coupled to the processor, wherein the processor is configured to:
receive an image and calculate a feature amount of an object included in the image,
identify a local part from the feature amount and calculate a local identification value to determine if the object is an object to be detected, using at least the local part and a value of object-likeness for each of a plurality of local parts,
calculate an overall identification value using the local identification value,
capture features of the local part using the overall identification value,
calculate respective parameters using at least the overall identification value to determine each of at least one target object as a predetermined target object,
calculate a result value indicating the value of object-likeness for each of the at least one target object in the image, and
generate a classifier, for determining if each of the at least one target object is one of the object to be detected or an object-likeness to be detected, using the local identification value, the result value, and the overall identification value and store the classifier in the memory.