Deep learning on computational‐resource‐limited platforms: A survey

C Chen, P Zhang, H Zhang, J Dai, Y Yi… - Mobile Information …, 2020 - Wiley Online Library
Nowadays, Internet of Things (IoT) gives rise to a huge amount of data. IoT nodes equipped
with smart sensors can immediately extract meaningful knowledge from the data through …

Soft biometrics: A survey: Benchmark analysis, open challenges and recommendations

B Hassan, E Izquierdo, T Piatrik - Multimedia Tools and Applications, 2021 - Springer
The field of biometrics research encompasses the need to associate an identity to an
individual based on the persons physiological or behaviour traits. While the use of intrusive …

A survey of deep learning on mobile devices: Applications, optimizations, challenges, and research opportunities

T Zhao, Y Xie, Y Wang, J Cheng, X Guo… - Proceedings of the …, 2022 - ieeexplore.ieee.org
Deep learning (DL) has demonstrated great performance in various applications on
powerful computers and servers. Recently, with the advancement of more powerful mobile …

Explainable artificial intelligence approach in combating real-time surveillance of COVID19 pandemic from CT scan and X-ray images using ensemble model

F Ullah, J Moon, H Naeem, S Jabbar - The Journal of Supercomputing, 2022 - Springer
Population size has made disease monitoring a major concern in the healthcare system,
due to which auto-detection has become a top priority. Intelligent disease detection …

Real-time face alignment: evaluation methods, training strategies and implementation optimization

C Álvarez Casado, M Bordallo López - Journal of Real-Time Image …, 2021 - Springer
Face alignment is a crucial component in most face analysis systems. It focuses on
identifying the location of several keypoints of the human faces in images or videos …

Real-Time Driver Sleepiness Detection and Classification Using Fusion Deep Learning Algorithm

AS Rajawat, SB Goyal, P Bhaladhare, P Bedi… - … Conference on Recent …, 2023 - Springer
In the past few years, driving while tired has become one of the main causes of car
accidents. This kind of dangerous driving can cause serious injuries or even death and huge …

An Intelligent handcrafted feature selection using Archimedes optimization algorithm for facial analysis

I Neggaz, H Fizazi - Soft Computing, 2022 - Springer
Human facial analysis (HFA) has recently become an attractive topic for computer vision
research due to technological progress and mobile applications. HFA explores several …

Augmented reality dynamic image recognition technology based on deep learning algorithm

Q Cheng, S Zhang, S Bo, D Chen, H Zhang - IEEE Access, 2020 - ieeexplore.ieee.org
Augmented reality is a research hotspot developed on the basis of virtual reality. Friendly
human-computer interaction interface makes the application prospect of augmented reality …

Face gender recognition in the wild: an extensive performance comparison of deep-learned, hand-crafted, and fused features with deep and traditional models

A Althnian, N Aloboud, N Alkharashi, F Alduwaish… - Applied Sciences, 2020 - mdpi.com
Face gender recognition has many useful applications in human–robot interactions as it can
improve the overall user experience. Support vector machines (SVM) and convolutional …

Application of machine learning and image processing for detection of breast cancer

M Kashif, KR Malik, S Jabbar, J Chaudhry - Innovation in Health Informatics, 2020 - Elsevier
Abstract Information technology is playing an important role in healthcare systems.
Communication technologies enable the user to stay in contact with the physician. The …