Depiction Invariant Object Recognition

The English translation of "Depiction Invariant Object Recognition" is "Depiction Invariant Object Recognition," which is a subtask in the field of computer vision aimed at recognizing objects regardless of their visual representation (such as line drawings, realistic shaded images, photographs, etc.). The goal of this task is to improve the accuracy and robustness of object recognition across different depictions, thereby enhancing the system's generalization ability. Its application value lies in being able to adapt to a variety of image inputs, improving the reliability and practicality of automated systems.