In order to tackle image quality and occlusions, we exploit different spatial clues present across images and handpick the best attribute-specific features to ...

This paper introduces a multi-perspective approach to reduce over-dependence on spatial clues of a single perspective and exploits other aspects available in ...

This paper introduces a multi-perspective approach to reduce over-dependence on spatial clues of a single perspective and exploits other aspects available in ...

Let's Observe Them Over Time: An Improved Pedestrian Attribute Recognition Approach ; Kamalakar Thakare at Indian Institute of Technology Bhubaneswar · Kamalakar ...

Duration: 6:26
Posted: Jan 29, 2024

We can find that the baseline method CNN-SVM is outperformed by recent deep learning based PAR approaches significantly on both large scale benchmark datasets.

Let's Observe Them Over Time: An Improved Pedestrian Attribute Recognition Approach · An efficient pedestrian attributes recognition system under challenging ...

Oct 19, 2024 · The main goal of pedestrian attribute recognition is to identify various attributes of pedestrians captured in video surveillance.

The capability of recognizing pedestrian attributes, such as gender and clothing style, at far distance, is of practical interest in far-view surveillance ...

Apr 28, 2023 · In this paper, we improve the performance pedestrian attribute problem from the perspective of exploring attribute localization and correlation.