Cloud-based scalable object detection and classification in video streams

MU Yaseen, A Anjum, O Rana, R Hill - Future Generation Computer …, 2018 - Elsevier
Due to the recent advances in cameras, cell phones and camcorders, particularly the
resolution at which they can record an image/video, large amounts of data are generated …

A systematic training procedure for viola-jones face detector in heterogeneous computing architecture

P Tavallali, M Yazdi, MR Khosravi - Journal of grid computing, 2020 - Springer
The face detection has become one of the most important topics in machine learning and
computer vision in the last few decades. Many papers have been published utilizing various …

Modified Viola–Jones algorithm with GPU accelerated training and parallelized skin color filtering-based face detection

V Mutneja, S Singh - Journal of Real-Time Image Processing, 2019 - Springer
Face detection is a prominent research domain in the field of digital image processing. Out
of various algorithms developed so far, Viola–Jones face detection has been highly …

An efficient training procedure for viola-jones face detector

P Tavallali, M Yazdi… - … on Computational Science …, 2017 - ieeexplore.ieee.org
During the past decades, face detection has attracted significant attention. Many papers
have been published utilizing various methods for face detection. One of the most popular …

GARDA: A diagnostic ATPG for large synchronous sequential circuits

F Corno, P Prinetto, M Rebaudengo… - … the European Design …, 1995 - ieeexplore.ieee.org
The paper deals with automated generation of diagnostic test sequences for synchronous
sequential circuits. An algorithm is proposed, named GARDA, which is suitable to produce …

Reliable object recognition system for cloud video data based on LDP features

MG Nayagam, K Ramar - Computer Communications, 2020 - Elsevier
Object recognition is one of the research areas with good scope in most of the applications.
However, the object recognition on cloud stored data is very limited and the video based …

GPU accelerated face detection from low resolution surveillance videos using motion and skin color segmentation

V Mutneja, S Singh - Optik, 2018 - Elsevier
Surveillance systems are being used at most of the places nowadays for the security
purpose, which involves face biometrics as an essential step. However, frequently the …

Performance optimisation of parallelized adas applications in fpga-gpu heterogeneous systems: A case study with lane detection

X Wang, K Huang, A Knoll - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
The explosive growth of massive data captured by various sensors on modern vehicles has
impelled the deployment of Commercial Off-The-Shelf (COTS) accelerators for the research …

High performance video processing in cloud data centres

MU Yaseen, MS Zafar, A Anjum… - 2016 IEEE Symposium …, 2016 - ieeexplore.ieee.org
Mobile phones and affordable cameras are generating large amounts of video data. This
data holds information regarding several activities and incidents. Video analytics systems …

Accelerating AdaBoost algorithm using GPU for multi-object recognition

PY Tsai, Y Hsu, CT Chiu, TT Chu - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Traditionally, an adaptive boosting (AdaBoost) algorithm is used for object recognition
because of its prevalent usage and well-trained results. However, because the computation …