System and method for capturing objects in a digital image and system and method for re-evaluating object capturing

摘要

The invention relates to a system for capturing objects in a digital image. The system includes a neural network that is configured to generate candidate windows that indicate object locations and to generate an evaluation for each candidate window that represents the confidence of the acquisition. Generating the ratings includes - generating a latent representation for each candidate window, - updating the latent representation of each candidate window based on the latent representation of neighboring candidate windows, and - generating the rating for each candidate window based on its updated latent representation. The invention further relates to a system for re-evaluating object detections in a digital image and to methods for detecting objects and re-evaluating objects.