This highly anticipated new edition provides a comprehensive account of face recognition research and technology, spanning the full range of topics needed for designing operational face recognition systems. After a thorough introductory chapter, each of the following chapters focus on a specific topic, reviewing background information, up-to-date techniques, and recent results, as well as offering challenges and future directions. Features: fully updated, revised and expanded, covering the entire spectrum of concepts, methods, and algorithms for automated face detection and recognition systems; provides comprehensive coverage of face detection, tracking, alignment, feature extraction, and recognition technologies, and issues in evaluation, systems, security, and applications; contains numerous step-by-step algorithms; describes a broad range of applications; presents contributions from an international selection of experts; integrates numerous supporting graphs, tables, charts, and performance data.
Mignaco J, Rey G, Correa J, Nesmachnow S and Toutouh J Empirical comparison of evolutionary approaches for searching the latent space of Generative Adversarial Networks for the human face generation problem Proceedings of the Genetic and Evolutionary Computation Conference Companion, (1631-1639)
Chan C, Huang S and Choy P (2023). Poisoning attacks on face authentication systems by using the generative deformation model, Multimedia Tools and Applications , 82 :19 , (29457-29476), Online publication date: 1-Aug-2023 .
Minaee S, Abdolrashidi A, Su H, Bennamoun M and Zhang D (2023). Biometrics recognition using deep learning: a survey, Artificial Intelligence Review , 56 :8 , (8647-8695), Online publication date: 1-Aug-2023 .
Correa J, Mignaco J, Rey G, Machín B, Nesmachnow S and Toutouh J Multiobjective evolutionary search of the latent space of Generative Adversarial Networks for human face generation Proceedings of the Companion Conference on Genetic and Evolutionary Computation, (1768-1776)
Jalal A, Sharma D and Sikander B (2023). Suspect face retrieval using visual and linguistic information, The Visual Computer: International Journal of Computer Graphics , 39 :7 , (2609-2635), Online publication date: 1-Jul-2023 .
Suh T, Wilson R and On S (2023). Gender difference in visual attention to digital content of place-based advertising: a data-driven scientific approach, Electronic Commerce Research , 23 :2 , (877-897), Online publication date: 1-Jun-2023 .
Brown D and Bradshaw K (2022). Deep Palmprint Recognition with Alignment and Augmentation of Limited Training Samples, SN Computer Science , 3 :1 , Online publication date: 1-Jan-2022 .
Wei S, Yang L and Zhang X Design of the Face Recognition System for Criminals in Taxi Based on Cloud Platform 2021 2nd International Conference on Artificial Intelligence and Information Systems, (1-4)
Liu S, Lei X and Li Z Face Recognition Based on Improved Multiscale Convolutional Neural Network Proceedings of the 2020 International Conference on Computing, Networks and Internet of Things, (127-131)
Bahreini K, Vegt W and Westera W (2019). A fuzzy logic approach to reliable real-time recognition of facial emotions, Multimedia Tools and Applications , 78 :14 , (18943-18966), Online publication date: 1-Jul-2019 .
Qu C, Monari E, Schuchert T and Beyerer J (2019). Patch-based facial texture super-resolution by fitting 3D face models, Machine Vision and Applications , 30 :4 , (557-586), Online publication date: 1-Jun-2019 .
Johanssen J, Bernius J and Bruegge B Toward usability problem identification based on user emotions derived from facial expressions Proceedings of the 4th International Workshop on Emotion Awareness in Software Engineering, (1-7)
Benamara N, Zigh E, Stambouli T and Keche M Efficient Multispectral Face Recognition using Random Feature Selection and PSO-SVM Proceedings of the 2nd International Conference on Networking, Information Systems & Security, (1-6)
Wen Y, Liu S and Han S (2018). Reusable fuzzy extractor from the decisional Diffie---Hellman assumption, Designs, Codes and Cryptography , 86 :11 , (2495-2512), Online publication date: 1-Nov-2018 .
Dahmouni A, Moutaouakil K and Satori K (2018). Face description using electric virtual binary pattern (EVBP), Multimedia Tools and Applications , 77 :20 , (27471-27489), Online publication date: 1-Oct-2018 .
Silva E, Boaventura M, Boaventura I and Contreras R Face Recognition Using Local Mapped Pattern and Genetic Algorithms Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence, (11-17)
Yu Y, Lee T, Chen P and Kwok N (2018). On-chip real-time feature extraction using semantic annotations for object recognition, Journal of Real-Time Image Processing , 15 :2 , (249-264), Online publication date: 1-Aug-2018 .
Zhou Q, Zhang C, Yu W, Fan Y, Zhu H, Wu X, Ou W, Zhu W and Latecki L (2018). Face recognition via fast dense correspondence, Multimedia Tools and Applications , 77 :9 , (10501-10519), Online publication date: 1-May-2018 .
Banerjee A, Basu S, Basu S and Nasipuri M (2018). ARTeM, Multimedia Tools and Applications , 77 :5 , (5857-5884), Online publication date: 1-Mar-2018 .
Puthanidam R and Moh T A Hybrid Approach for Facial Expression Recognition Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, (1-8)
Chen J, Chen Z, Chi Z and Fu H (2018). Facial Expression Recognition in Video with Multiple Feature Fusion, IEEE Transactions on Affective Computing , 9 :1 , (38-50), Online publication date: 1-Jan-2018 .
Ivanovsky L, Khryashchev V, Lebedev A and Kosterin I Facial Expression Recognition Algorithm Based on Deep Convolution Neural Network Proceedings of the 21st Conference of Open Innovations Association FRUCT, (141-147)
Kar A, Sarkar S and Bhattacharjee D (2017). Local Centre of Mass Face for face recognition under varying illumination, Multimedia Tools and Applications , 76 :18 , (19211-19240), Online publication date: 1-Sep-2017 .
Akhtar Z and Rattani A (2017). A Face in any Form, Computer , 50 :4 , (80-90), Online publication date: 1-Apr-2017 .
Dietrich S (2017). Cybersecurity and the Future, Computer , 50 :4 , (7-7), Online publication date: 1-Apr-2017 .
Arashloo S (2017). Multiscale binarised statistical image features for symmetric face matching using multiple descriptor fusion based on class-specific LDA, Pattern Analysis & Applications , 20 :1 , (113-126), Online publication date: 1-Feb-2017 .
Lopes A, de Aguiar E, De Souza A and Oliveira-Santos T (2017). Facial expression recognition with Convolutional Neural Networks, Pattern Recognition , 61 :C , (610-628), Online publication date: 1-Jan-2017 .
Rego P, Rocha R, Faria B, Reis L and Moreira P (2017). A Serious Games Platform for Cognitive Rehabilitation with Preliminary Evaluation, Journal of Medical Systems , 41 :1 , (1-15), Online publication date: 1-Jan-2017 .
Wu F, Jing X, Dong X, Ge Q, Wu S, Liu Q, Yue D and Yang J (2016). Uncorrelated multi-set feature learning for color face recognition, Pattern Recognition , 60 :C , (630-646), Online publication date: 1-Dec-2016 .
Dai Q, Li J, Wang J, Chen Y and Jiang Y (2016). A Bayesian Hashing approach and its application to face recognition, Neurocomputing , 213 :C , (5-13), Online publication date: 12-Nov-2016 .
Hu Z, Bai F, Zhao S, Wang M and Sun Z (2016). Extended common molecular and discriminative atom dictionary based sparse representation for face recognition, Journal of Visual Communication and Image Representation , 40 :PA , (42-50), Online publication date: 1-Oct-2016 .
Betencourt P, Santos C and Podgorski E Face detection method and vivacity Proceedings of the 14th Brazilian Symposium on Human Factors in Computing Systems, (1-10)
Kokila S and Yogameena B Face Recognition Based Person Specific Identification for Video Surveillance Applications Proceedings of the Third International Symposium on Women in Computing and Informatics, (143-148)
Huu-Tuan Nguyen and Caplier A (2015). Local Patterns of Gradients for Face Recognition, IEEE Transactions on Information Forensics and Security , 10 :8 , (1739-1751), Online publication date: 1-Aug-2015 .
Dai Q, Li J, Wang J, Chen Y and Jiang Y Optimal Bayesian hashing for efficient face recognition Proceedings of the 24th International Conference on Artificial Intelligence, (3430-3437)
Srinivas U, Yuanming Suo , Minh Dao , Monga V and Tran T (2015). Structured Sparse Priors for Image Classification, IEEE Transactions on Image Processing , 24 :6 , (1763-1776), Online publication date: 1-Jun-2015 .
Cardia Neto J and Marana A 3DLBP and HAOG fusion for face recognition utilizing Kinect as a 3D scanner Proceedings of the 30th Annual ACM Symposium on Applied Computing, (66-73)
Lingfeng Wang , Huaiyu Wu and Chunhong Pan (2015). Manifold Regularized Local Sparse Representation for Face Recognition, IEEE Transactions on Circuits and Systems for Video Technology , 25 :4 , (651-659), Online publication date: 1-Apr-2015 .
Chen J, Chen Z, Chi Z and Fu H Emotion Recognition in the Wild with Feature Fusion and Multiple Kernel Learning Proceedings of the 16th International Conference on Multimodal Interaction, (508-513)
Parisi F and Grant J Integrity Constraints for Probabilistic Spatio-Temporal Knowledgebases Proceedings of the 8th International Conference on Scalable Uncertainty Management - Volume 8720, (251-264)
Tiwari K and Gupta P Biometrics based observer free transferable E-cash Proceedings of the 2nd ACM workshop on Information hiding and multimedia security, (63-70)
Singh Y (2014). Individual identification using linear projection of heartbeat features, Applied Computational Intelligence and Soft Computing , 2014 , (8-8), Online publication date: 1-Jan-2014 .
Christiansen E, Kwak I, Belongie S and Kriegman D Face Box Shape and Verification Proceedings, Part I, of the 9th International Symposium on Advances in Visual Computing - Volume 8033, (550-561)
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Savchenko A Real-time image recognition with the parallel directed enumeration method Proceedings of the 9th international conference on Computer Vision Systems, (123-132)
Satish A CueNet Proceedings of the 3rd ACM conference on International conference on multimedia retrieval, (341-344)
Rezaei M and Klette R Novel adaptive eye detection and tracking for challenging lighting conditions Proceedings of the 11th international conference on Computer Vision - Volume 2, (427-440)
de Freitas Pereira T, Anjos A, De Martino J and Marcel S LBP - TOP based countermeasure against face spoofing attacks Proceedings of the 11th international conference on Computer Vision - Volume Part I, (121-132)
Otto C, Han H and Jain A How does aging affect facial components? Proceedings of the 12th international conference on Computer Vision - Volume 2, (189-198)
Han H, Shan S, Chen X, Lao S and Gao W Separability oriented preprocessing for illumination-insensitive face recognition Proceedings of the 12th European conference on Computer Vision - Volume Part VII, (307-320)
Galbally J, Plamondon R, Fierrez J and Ortega-Garcia J (2012). Synthetic on-line signature generation. Part I, Pattern Recognition , 45 :7 , (2610-2621), Online publication date: 1-Jul-2012 .
Pereira T, Angeloni M, Simões F and Silva J Video-Based face verification with local binary patterns and SVM using GMM supervectors Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part I, (240-252)
Serratosa F, Alquézar R and Amézquita N (2012). A probabilistic integrated object recognition and tracking framework, Expert Systems with Applications: An International Journal , 39 :8 , (7302-7318), Online publication date: 1-Jun-2012 .
Ashok Rao and Noushath S (2010). Survey, Computer Science Review , 4 :1 , (1-17), Online publication date: 1-Feb-2010 .
Toh K, Kim J and Lee S (2008). Maximizing area under ROC curve for biometric scores fusion, Pattern Recognition , 41 :11 , (3373-3392), Online publication date: 1-Nov-2008 .
Feng X, Cui J, Pietikäinen M and Hadid A Real time facial expression recognition using local binary patterns and linear programming Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence, (328-336)
Zhang B, Chen X and Gao W Discriminant analysis based on kernelized decision boundary for face recognition Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication, (966-976)
