Aiding forensic investigation through deep learning and machine learning frameworks

Classification of soil-stained textile surfaces using thermal camera / Ahmet Çagdas SEÇKIN, Mine Seçkin, Mehmet Deniz -- Face detection and recognition from distance based on deep learning / Hui Wang, Wei Qi Yan -- Crime prediction from video surveillance using deep learning / Jialiang Liu, Wei Qi Y...

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Bibliographic Details
Contributors: Raj, Alex Noel Joseph 1979- (Editor) ; Mahesh, Vijayalakshmi G. V. 1978- (Editor) ; Nersisson, Ruban 1980- (Editor) ; Yu, Ang 1978- (Editor) ; Gentry, Jennifer 1974- (Editor)
Format: Print Book
Language:English
Published: Hershey PA IGI Global Publisher of Timely Knowledge [2022]
In:Year: 2022
Online Access: Table of Contents
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Availability in Tübingen:Present in Tübingen.
UB: KB 21 A 2416
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Keywords:
Forensic sciences > Data processing
Criminal Investigation > Data processing
Deep learning (Machine learning)
machine learning
Aufsatzsammlung
Forensik > Maschinelles Lernen > Biometrie > Betrug > Computersicherheit > Deep learning
Description
Summary:Classification of soil-stained textile surfaces using thermal camera / Ahmet Çagdas SEÇKIN, Mine Seçkin, Mehmet Deniz -- Face detection and recognition from distance based on deep learning / Hui Wang, Wei Qi Yan -- Crime prediction from video surveillance using deep learning / Jialiang Liu, Wei Qi Yan -- IoT-deep learning based detection of cyber security threats / Ramesh P., Dankan V., Kumaraswamy S., Pankaj Dadheech, Ansuman Samal -- Deep learning based AI modeling, intrusion detection / Madhab Choudhury, Madhab Choudhury, Chandrashekhar Azad -- Deep learning models for cyber security in IoT networks / Dankan V., Puneeth B.S., Shekhar R., Pankaj Dadheech, Thangadurai N. -- A review on forensic science and criminal investigation through deep learning framework / Pinaki Acharjya, Santanu Koley, Subhabrata Barman -- Deep learning based automatic student authentication / Sheetalrani Kawale, Swetha K.R., Swathi M., Namitha A.R., Dankan V.
"This book provides an outline of deep learning and machine learning frame works/methods for its use in forensic science to produce accurate and reliable results in aiding investigation process by covering the challenges, latest developments, advancements, future and emerging approaches/algorithms, deep learning architectures data handling and analysis"--
Item Description:Includes bibliographical references and index
Angekündigt als: Handbook of research on aiding forensic investigation through deep learning and machine learning frameworks
Physical Description:xx, 273 Seiten Illustrationen, Diagramme
ISBN:9781668445587
9781668445594