Classification and analysis of deep learning applications in construction: A systematic literature review

R Khallaf, M Khallaf - Automation in construction, 2021 - Elsevier
… identify construction workers through video and pair each … in deep learning, there is a need
for systematically reviewing and summarizing state-of-the-art applications of deep learning in …

A review on deep learning techniques for video prediction

S Oprea, P Martinez-Gonzalez… - … and Machine …, 2020 - ieeexplore.ieee.org
… a review on the deep learning methods for prediction in video sequences. We first define the
video … Next, we carefully analyze existing video prediction models organized according to a …

A comprehensive review on deep learning-based methods for video anomaly detection

R Nayak, UC Pati, SK Das - Image and Vision Computing, 2021 - Elsevier
… the survey presents a detailed and structured analysis of video anomaly detection using deep
learning methods, … The main contributions of the research work can be outlined as follows. …

[HTML][HTML] Deep learning to find colorectal polyps in colonoscopy: A systematic literature review

LF Sánchez-Peralta, L Bote-Curiel, A Picon… - Artificial intelligence in …, 2020 - Elsevier
… This review is organized as follows. In Section 2 we present the material and methods to
carry out the systematic literature review, including search strategy, study selection and data …

Deep Learning Algorithms and Multicriteria Decision‐Making Used in Big Data: A Systematic Literature Review

M Yang, S Nazir, Q Xu, S Ali - Complexity, 2020 - Wiley Online Library
study is to present a systematic literature study in order to show the applications of deep
learning … [42] Video trajectory analysis using unsupervised clustering and multicriteria ranking …

A systematic literature review on the use of deep learning in software engineering research

C Watson, N Cooper, DN Palacio, K Moran… - … Engineering and …, 2022 - dl.acm.org
… presents a systematic literature review of research at the intersection of SE & DL. The review
… We center our analysis around the components of learning, a set of principles that governs …

A systematic literature review on the use of machine learning in precision livestock farming

R García, J Aguilar, M Toro, A Pinto… - Computers and …, 2020 - Elsevier
… This article presents a systematic literature review of recent works on the use of machine
learning (… They introduced a video processing pipeline composed of standard components, to …

Video summarization using deep neural networks: A survey

E Apostolidis, E Adamantidou, AI Metsai… - Proceedings of the …, 2021 - ieeexplore.ieee.org
… to deep learning architectures (see Section III-A) and then focuses on their application in
the video summarization domain by providing a systematic review of the relevant bibliography. …

Deep learning to detect Alzheimer's disease from neuroimaging: A systematic literature review

MA Ebrahimighahnavieh, S Luo, R Chiong - Computer methods and …, 2020 - Elsevier
… paper reviews the current state of AD detection using deep learning. Through a systematic
literature review … Specifically, we review useful biomarkers and features (personal information, …

Adventures in data analysis: A systematic review of Deep Learning techniques for pattern recognition in cyber-physical-social systems

Z Amiri, A Heidari, NJ Navimipour, M Unal… - Multimedia Tools and …, 2024 - Springer
study, this paper contributes by conducting a comprehensive Systematic Literature Review
(… data and a DL method big data comprises video and voice, in which a speech signal is …