"Offline Handwritten Signature Forgery Verification Using Deep Learning Methods"

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Book	Author(s)	Year	Publisher
Signature verification for access control	Susan Carol Geshan	1991	Naval Postgraduate School;Available from the National Technical Information Service
Deep Learning: Methods and Applications	Li Deng, Dong Yu	2014	Now Publishers
Introduction to Deep Learning Using R: A Step-by-Step Guide to Learning and Implementing Deep Learning Models Using R	Taweh Beysolow II	1st ed.	Apress
Network Intrusion Detection using Deep Learning: A Feature Learning Approach	Kwangjo Kim; Muhamad Erza Aminanto; Harry Chandra Tanuwidjaja	1st ed. 2018	Springer Nature Singapore
Malware Analysis Using Artificial Intelligence and Deep Learning	Mark Stamp; Mamoun Alazab; Andrii Shalaginov	1st ed. 2021	Springer International Publishing
Design of Intelligent Applications Using Machine Learning and Deep Learning Techniques	Ramchandra S. Mangrulkar; Antonis Michalas; Narendra M. Shekokar; Meera Narvekar; Pallavi V. Chavan	2021	Routledge
Advanced Methods and Deep Learning in Computer Vision	E. R. Davies and Matthew Turk	2022	Academic Press
Brain Tumor MRI Image Segmentation Using Deep Learning Techniques	Jyotismita Chaki	2021	Academic Press
Deep learning /	Goodfellow, Ian,; Bengio, Yoshua,; Courville, Aaron,		MIT Press
Deep Learning	John D. Kelleher	2019	MIT Press,
Deep Learning	Ian Goodfellow, Yoshua Bengio, Aaron Courville	2017	MIT
Symbolic Algebraic Methods and Verification Methods	Götz Alefeld; Jiri Rohn; Siegfried Rump; Tetsuro Yamamoto	2001	Springer Vienna
Java Deep Learning Projects: Implement 10 real-world deep learning applications using Deeplearning4j and open source APIs	MD Rezaul Karim	2018	Packt Publishing
Java Deep Learning Projects - Implement 10 Real-World Deep Learning Applications Using Deeplearning4j and Open Source APIs.	Rezaul Karim	2018	Packt
NOGAPS verification using spectral components	Peter A. Morse	1983	Naval Postgraduate School
Computational Methods for Deep Learning: Theoretic, Practice and Applications	Wei Qi Yan	1st ed. 2021	Springer International Publishing
Practical Deep Learning at Scale with MLflow: Bridge the gap between offline experimentation and online production	Yong Liu	2022	Packt Publishing
Application of Machine Learning and Deep Learning Methods to Power System Problems	Morteza Nazari-Heris; Somayeh Asadi; Behnam Mohammadi-Ivatloo; Moloud Abdar; Houtan Jebelli; Milad Sadat-Mohammadi	1st ed. 2021	Springer International Publishing
3D Point Cloud Analysis: Traditional, Deep Learning, and Explainable Machine Learning Methods	Shan Liu; Min Zhang; Pranav Kadam; C.-C. Jay Kuo	1st ed. 2021	Springer International Publishing
Bioinformatics and Medical Applications - Big Data Using Deep Learning Algorithms	A. Suresh; S. Vimal; Y. Harold Robinson; Dhinesh Kumar Ramaswami; R. Udendhran	2022	John Wiley & Sons
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Offline Handwritten Signature Forgery Verification Using Deep Learning Methods	Phan Duy Hung; Pham Son Bach; Bui Trong Vinh; Nguyen Huu Tien; Vu Thu Diep	Smart Trends in Computing and Communications: Proceedings of SmartCom 2022	Yu-Dong Zhang; Tomonobu Senjyu; Chakchai So-In; Amit Joshi	1st ed. 2023	Springer Nature Singapore
Offline Handwritten Signature Verification Using Decision Tree	Ashok Kumar; Karamjit Bhatia	Cyber Technologies and Emerging Sciences: ICCTES 2021	Sudhanshu Maurya; Sateesh K. Peddoju; Badlishah Ahmad; Ines Chihi	1st ed. 2023	Springer Nature Singapore
Signature Embedding: Writer Independent Offline Signature Verification with Deep Metric Learning	Hannes Rantzsch; Haojin Yang; Christoph Meinel	Advances in Visual Computing: 12th International Symposium, ISVC 2016, Las Vegas, NV, USA, December 12-14, 2016, Proceedings, Part II	George Bebis; Richard Boyle; Bahram Parvin; Darko Koracin; Fatih Porikli; Sandra Skaff; Alireza Entezari; Jianyuan Min; Daisuke Iwai; Amela Sadagic; Carlos Scheidegger; Tobias Isenberg		Springer International Publishing
Handwritten Signature Verification System Using IoT	Santosh Kumar; Shivani Mishra; Siddharth Gautam; Bharat Bhushan	Emerging Technologies in Data Mining and Information Security: Proceedings of IEMIS 2020, Volume 1	Aboul Ella Hassanien; Siddhartha Bhattacharyya; Satyajit Chakrabati; Abhishek Bhattacharya; Soumi Dutta	1st ed. 2021	Springer Nature Singapore
Offline Signature Verification Using Textural Descriptors	Ismail Hadjadj; Abdeljalil Gattal; Chawki Djeddi; Mouloud Ayad; Imran Siddiqi; Faycel Abass	Pattern Recognition and Image Analysis: 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part II	Aythami Morales; Julian Fierrez; José Salvador Sánchez; Bernardete Ribeiro	1st ed. 2019	Springer International Publishing
Online Handwritten Signature Verification	Sonia Garcia-Salicetti; Nesma Houmani; Bao Ly-Van; Bernadette Dorizzi; Fernando Alonso-Fernandez; Julian Fierrez et al.	Guide to Biometric Reference Systems and Performance Evaluation	Dijana Petrovska-Delacrétaz; Gérard Chollet; Bernadette Dorizzi	2009	Springer London
Handwritten Signature Verification Using Transfer Learning and Data Augmentation	Yash Gupta; Ankit; Sanchit Kulkarni; Pooja Jain	Proceedings of International Conference on Intelligent Cyber-Physical Systems: ICPS 2021	Basant Agarwal; Azizur Rahman; Srikant Patnaik; Ramesh Chandra Poonia	1st ed. 2022	Springer Nature Singapore
Offline Handwritten Gurumukhi Character Recognition System Using Deep Learning	Udit Jindal; Sheifali Gupta; Vishal Jain; Marcin Paprzycki	Advances in Bioinformatics, Multimedia, and Electronics Circuits and Signals: Proceedings of GUCON 2019	Lakhmi C. Jain; Maria Virvou; Vincenzo Piuri; Valentina E. Balas	1st ed. 2020	Springer Nature Singapore
Offline Signature Recognition Using Deep Features	Kamlesh Kumari; Sanjeev Rana	Machine Learning for Predictive Analysis: Proceedings of ICTIS 2020	Amit Joshi; Mahdi Khosravy; Neeraj Gupta	1st ed. 2021	Springer Nature Singapore
Artificial Immune Recognition System for Offline Handwritten Signature Verification	Yasmine Serdouk; Hassiba Nemmour; Youcef Chibani	Hybrid Intelligent Techniques for Pattern Analysis and Understanding	Siddhartha Bhattacharyya; Anirban Mukherjee; Indrajit Pan; Paramartha Dutta; Arup Kumar Bhaumik	2017	Routledge
Writer-Independent Offline Signature Verification Using Deep Siamese Neural Network	Dipti Pawar; Vivek Mannige	Data Management, Analytics and Innovation: Proceedings of ICDMAI 2021, Volume 1	Neha Sharma; Amlan Chakrabarti; Valentina Emilia Balas; Alfred M. Bruckstein	1st ed. 2021	Springer Nature Singapore
Offline Signature Verification Using Artificial Neural Network	Chandra Subhash; Maheshkar Sushila; Srivastava Kislay	Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA) 2015	Swagatam Das; Tandra Pal; Samarjit Kar; Suresh Chandra Satapathy; Jyotsna Kumar Mandal	1st ed. 2016	Springer India
Using Complex Networks for Offline Handwritten Signature Characterization	César Armando Beltrán Castañón; Ronald Juárez Chambi	Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 19th Iberoamerican Congress, CIARP 2014, Puerto Vallarta, Mexico, November 2-5, 2014, Proceedings	Eduardo Bayro-Corrochano; Edwin Hancock	2014	Springer International Publishing
Multi-view Representation Learning with Deep Features for Offline Signature Verification	Xingbiao Zhao; Changzheng Liu; Benzhuang Zhang; Limengzi Yuan; Yuchen Zheng	Collaborative Computing: Networking, Applications and Worksharing: 17th EAI International Conference, CollaborateCom 2021, Virtual Event, October 16-18, 2021, Proceedings, Part II	Honghao Gao; Xinheng Wang	1st ed. 2021	Springer International Publishing
Learning Approach for Offline Signature Verification Using Vector Quantization Technique	Aarti Chugh; Charu Jain; Priti Singh; Preeti Rana	Emerging ICT for Bridging the Future - Proceedings of the 49th Annual Convention of the Computer Society of India (CSI) Volume 1	Suresh Chandra Satapathy; A. Govardhan; K. Srujan Raju; J. K. Mandal	2015	Springer International Publishing
Offline Signature Verification Using Feature Learning and One-Class Classification	Safia Shabbir; Muhammad Imran Malik; Imran Siddiqi	Pattern Recognition and Artificial Intelligence: 4th Mediterranean Conference, MedPRAI 2020, Hammamet, Tunisia, December 20–22, 2020, Proceedings	Chawki Djeddi; Yousri Kessentini; Imran Siddiqi; Mohamed Jmaiel	1st ed. 2021	Springer International Publishing
Local Directional Strength Pattern for Effective Offline Handwritten Signature Verification	Naouel Arab; Hassiba Nemmour; Yousef Chibani	Artificial Intelligence and Its Applications: Proceeding of the 2nd International Conference on Artificial Intelligence and Its Applications (2021)	Brahim Lejdel; Eliseo Clementini; Louai Alarabi	1st ed. 2022	Springer International Publishing
A Review on Offline Signature Verification Using Deep Convolution Neural Network	Deepak Moud; Sandeep Tuli; Rattan Pal Rana	Information Management and Machine Intelligence: Proceedings of ICIMMI 2019	Dinesh Goyal; Valentina Emilia Bălaş; Abhishek Mukherjee; Victor Hugo C. de Albuquerque; Amit Kumar Gupta	1st ed. 2021	Springer Nature Singapore
Eigen Value Based Features for Offline Handwritten Signature Verification Using Neural Network Approach	Amruta B. Jagtap; Ravindra S. Hegadi	Recent Trends in Image Processing and Pattern Recognition: First International Conference, RTIP2R 2016, Bidar, India, December 16–17, 2016, Revised Selected Papers	K.C. Santosh; Mallikarjun Hangarge; Vitoantonio Bevilacqua; Atul Negi	1st ed. 2017	Springer Nature Singapore
Eigen Value Based Features for Offline Handwritten Signature Verification Using Neural Network Approa		Recent Trends in Image Processing and Pattern Recognition: First International Conference, RTIP2R 2016, Bidar, India, December 16–17, 2016, Revised Selected Papers	K.C. Santosh, Mallikarjun Hangarge, Vitoantonio Bevilacqua, Atul Negi (eds.)	2017	Springer Singapore
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