Open Access

ARTICLE

Robust Counting in Overcrowded Scenes Using Batch-Free Normalized Deep ConvNet

Sana Zahir¹, Rafi Ullah Khan¹, Mohib Ullah¹, Muhammad Ishaq¹, Naqqash Dilshad², Amin Ullah^3,*, Mi Young Lee^4,*

1 Institute of Computer Sciences and Information Technology (ICS/IT), The University of Agriculture, Peshawar, 25130, Khyber Pakhtunkhwa, Pakistan
2 Department of Convergence Engineering for Intelligent Drone, Sejong University, Seoul, 05006, Korea
3 Collaborative Robotics and Intelligent Systems (CoRIS) Institute, Oregon State University, OR, USA
4 Department of Software, Sejong University, Seoul, 05006, Korea

* Corresponding Authors: Amin Ullah. Email: ; Mi Young Lee. Email: