Image object classification method, system and computer readable medium

An image object classification system, comprising a processor coupled to a memory storing at least one instruction configured to be executed by the processor to perform a method comprising:

• providing an image file including at least one image object;
• performing a process of extracting multiple binary-classified characteristics on the image object to obtain a plurality of first results independent of each other in categories;
• combining the plurality of first results in a manner of dimensionality reduction based on concatenation, and performing a process of characteristics abstraction on the combined first results to obtain a second result;
• and
• performing a process of characteristics integration on the plurality of first results and the second result in a manner of dot product of matrices to obtain a classification result.

A tangible, non-transitory, computer readable medium, storing instructions that cause a computer to execute operations comprising:

• providing an image file including at least one image object;
• performing a process of extracting multiple binary-classified characteristics on the image object to obtain a plurality of first results independent of each other in categories;
• combining the plurality of first results in a manner of dimensionality reduction based on concatenation, and performing a process of characteristics abstraction on the combined first results to obtain a second result;
• and
• performing a process of characteristics integration on the plurality of first results and the second result in a manner of dot product of matrices to obtain a classification result.