Pedestrian detection in automotive safety: Understanding state-of-the-art

NK Ragesh, R Rajesh - IEEE Access, 2019 - ieeexplore.ieee.org
Pedestrian detection is one of the important computer vision problems in automotive safety
and driver assistance domain. It is a major component of the advanced driver assistance …

Hardware implementation of aggregated channel features for ADAS

H Song, B Jeong, H Choi, T Cho… - 2016 International SoC …, 2016 - ieeexplore.ieee.org
In this paper, we propose the hardware detector architecture implemented in the
semiconductor level to achieve the higher speed and performance efficiently as pre …

AutoMarkov DNNs for object classification

C Ţoca, C Pătraşcu, M Ciuc - 2016 23rd International …, 2016 - ieeexplore.ieee.org
Recent advances in the area of Deep Convolutional Neural Networks have led to steady
progress, mainly observed in the field of object classification and localization. Extensive …

Joint HFaster-RCNN and Bayesian Posterior Probabilities for Pedestrian Detection

W Zhang, Z Mi, Y Zou, Q Gao, W Weng… - 2019 3rd International …, 2019 - ieeexplore.ieee.org
A novel fusion HOG descriptor and Faster-RCNN (HFaster-RCNN) for pedestrian detection
method is proposed. The proposed method generates fine pedestrian candidate regions …

[PDF][PDF] MARKOV RANDOM FIELDS MODELING IN ARTIFICIAL INTELLIGENCE

C Toca, C Patrascu, M Ciuc… - … BULLETIN SERIES C …, 2017 - scientificbulletin.upb.ro
The field of Artificial Intelligence has gained increased momentum in recent years, mainly
due to the augmentation of the number of applications connected to the domain, such as …