Bioinspired Garra Rufa optimization-assisted deep learning model for object classification on pedestrian walkways

E Yang, K Shankar, S Kumar, C Seo - Biomimetics, 2023 - mdpi.com
… , an automatic object classification technique on pedestrian walkways termed BGRODL-OC …
algorithm is to recognize the presence of pedestrians and objects in the surveillance video. It …

An automated deep learning based anomaly detection in pedestrian walkways for vulnerable road users safety

IV Pustokhina, DA Pustokhin, T Vaiyapuri, D Gupta… - Safety science, 2021 - Elsevier
… processes namely object classification and object detection, … anomaly detection technique
in pedestrian walkways (DLADT-… classify the various anomalies that exist in the pedestrian

[PDF][PDF] Segmentation Based Real Time Anomaly Detection and Tracking Model for Pedestrian Walkways.

B Sophia, D Chitra - Intelligent Automation & Soft Computing, 2023 - cdn.techscience.cn
… for the recognition and classification of different anomalies present in the pedestrian walkway
like … encompasses PFPN based object detection, SAE based object classification, and CBA …

Region-based scalable smart system for anomaly detection in pedestrian walkways

BS Murugan, M Elhoseny, K Shankar… - Computers & Electrical …, 2019 - Elsevier
classified the existence of objects in a region as an anomaly or not. It suffered from some
issues such as numerous spatial locations and aspect ratios of objects … a faster object detection …

Urban Spatiotemporal Data Modeling: Application to the Study of Pedestrian Walkways

C Zaki, E Zekri, M Servières, G Moreau… - Advances in Intelligent …, 2010 - Springer
… on a real case study having pedestrian urban walkways as objects of study. We end this …
) " related to the classification of a set of walkways in terms of microclimate characteristics "…

Integrated YOLO and CNN algorithms for evaluating degree of walkway breakage

MJ Choi, DG Ku, SJ Lee - KSCE Journal of Civil Engineering, 2022 - Springer
classification tasks through models using TensorFlow Object … of pedestrian road photographs,
and conducted classification … With respect to the classification networks, Cha et al. (2017) …

Functional objects in urban walking environments and pedestrian trajectory modelling

AKF Lui, YH Chan, K Hung - Sensors, 2023 - mdpi.com
… which contains a functional object, and, as a consequence, splits the classification task into
classifiers … For example, most non-users moved along the walkway bordering the kiosk in the …

Object classification in traffic scenes using multiple spatio-temporal features

G Somasundaram, V Morellas… - … on Control & …, 2012 - ieeexplore.ieee.org
… to classify objects such as bicyclists in addition to pedestrians … of bicyclists and pedestrians
in the University walkway. Both … system for moving object classification in surveillance videos,…

Classification and counting of composite objects in traffic scenes using global and local image analysis

G Somasundaram, R Sivalingam… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
object classification. In this paper, we employ similar methods to learn discriminative bicycle
and pedestrian dictionaries and use them to classifywalkway, because pedestrians moved …

Rapid precedent-aware pedestrian and car classification on constrained IoT platforms

J Danner, L Wills, EM Ruiz, LW Lerner - Proceedings of the 14th ACM …, 2016 - dl.acm.org
… facilitate route planning around congestion or to avoid isolated walkways. It can also detect
object classification, not total counts of pedestrians in a scene. For this reason, pedestrian