Search Results for author: Diana Borza

Found 2 papers, 2 papers with code

An Attention-Based Deep Learning Model for Multiple Pedestrian Attributes Recognition

1 code implementation2 Apr 2020 Ehsan Yaghoubi, Diana Borza, João Neves, Aruna Kumar, Hugo Proença

The automatic characterization of pedestrians in surveillance footage is a tough challenge, particularly when the data is extremely diverse with cluttered backgrounds, and subjects are captured from varying distances, under multiple poses, with partial occlusion.

Attribute

Person Re-identification: Implicitly Defining the Receptive Fields of Deep Learning Classification Frameworks

1 code implementation30 Jan 2020 Ehsan Yaghoubi, Diana Borza, Aruna Kumar, Hugo Proença

The \emph{receptive fields} of deep learning classification models determine the regions of the input data that have the most significance for providing correct decisions.

Data Augmentation General Classification +1

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