Luxand in Academic Research

Our tools and technologies were used and referenced in over 150 papers published in renowned scientific magazines. If you have a paper referencing our tools or technologies, or if you know of any publication that we missed, please share it with us! We are happy to accept publications using or mentioning our products and technologies. You are free to submit references to research papers in any format, or just use bibtex.


  1. Eugene Borovikov, Szilárd Vajda. FaceMatch: real-world face image retrieval.

  2. Anwar Saeed, Ayoub Al-Hamadi, Heiko Neumann. Facial point localization via neural networks in a cascade regression framework, Multimedia Tools and Applications.

  3. Soujanya Poria, Erik Cambria, Rajiv Bajpai, Amir Hussain. A Review of Affective Computing: From Unimodal Analysis to Multimodal Fusion, Information Fusion, 2017 (PDF).


  1. Ivan Zelinka, Petr Saloun, Jakub Stonawski, Adam Ondrejka. An Investigation of a New Social Networks Contact Suggestion Based on Face Recognition Algorithm, Software Engineering, Volume 14, Number 5, 2016 (PDF).

  2. Johanna Bjorklund, Marina Kolesnik, Sigrid Lindholm, Emil Lundh, Patrik Lofgren, Markus Risberg, Jonas Sandberg, Eniko Szakasc, Urban Soderberg. Smarter Video with ProCAMS Blepo Marketplace (PDF).

  3. Androniki Sapountzi. Insights from social networks: a big data analytics approach, MSc Dissertation (PDF).

  4. Xi Lu, Xiaobin Chang, Xiaohua Xie, Jian-Fang Hu, Wei-Shi Zheng. Facial skin beautification via sparse representation over learned layer dictionary, International Joint Conference on Neural Networks (IJCNN), 2016.

  5. Androniki Sapountzi, Kostas E. Psannis. Social networking data analysis tools & challenges, Future Generation Computer Systems.

  6. Maneet Singh, Shruti Nagpal, Nikita Gupta, Sanchit Gupta, Soumyadeep Ghosh, Richa Singh, and Mayank Vatsa. Cross-Spectral Cross-Resolution Video Database for Face Recognition (PDF).

  7. Marko Jovanovic. Face Alignment for Anonymization of Deaf Users Enabling Anonymous Video-Called Psychological Counseling for Deaf (PDF).

  8. Zongping Deng, Ke Li, Qijun Zhao, Hu Chen. Face Landmark Localization Using a Single Deep Network, Biometric Recognition: 11th Chinese Conference, CCBR 2016, Chengdu, China.

  9. Laurindo Britto Neto, Felipe Grijalva, Vanessa Regina Margareth Lima Maike. A Kinect-Based Wearable Face Recognition System to Aid Visually Impaired Users, IEEE Transactions on Human-Machine Systems.

  10. George Azzopardi, Antonio Greco, Mario Vento. Gender recognition from face images with trainable COSFIRE filters, IEEE Advanced Video and Signal-based Surveillance (AVSS), 2016 (PDF).

  11. Tarik A. Rashid. Convolutional Neural Networks based Method for Improving Facial Expression Recognition, Intelligent Systems Technologies and Applications 2016, Volume 530 of the series Advances in Intelligent Systems and Computing.

  12. Mayura Prakash Wijeyaratne. User Stress Detection through Emotion Understanding, Master's Dissertation (PDF).

  13. Eugene Borovikov, Szilárd Vajda, Girish Lingappa and Michael C. Bonifant. Parallel Computing in Face Image Retrieval: Practical Approach to the Real-World Image Search, Multi-Core Computer Vision and Image Processing for Intelligent Applications. IGI Global, 2017. 155-189.

  14. Chunning Meng, Xuepeng Zhao, Mingkui Feng, Shengjiang Chang. Eye feature points detection by CNN with strict geometric constraint, Eighth International Conference on Digital Image Processing.

  15. Yu-Ling Shih, Chia-Yen Lin. The relationship between action anticipation and emotion recognition in athletes of open skill sports, Cognitive Processing.

  16. Pavel Zezula. Similarity Searching for Database Applications, Chapter in Advances in Databases and Information Systems, Volume 9809 of the series Lecture Notes in Computer Science.

  17. Daniel Woo, Ramazan Aygun. Unsupervised Speaker Identification For TV News, IEEE MultiMedia.

  18. Daksha Yadav, Naman Kohli, Prateekshit Pandey, Richa Singh. Effect of illicit drug abuse on face recognition, 2016 IEEE Winter Conference on Applications of Computer Vision (WACV).

  19. Davood Gharavian, Mehdi Bejani, Mansour Sheikhan. Audio-visual emotion recognition using FCBF feature selection method and particle swarm optimization for fuzzy ARTMAP neural networks, Multimedia Tools and Applications (PDF).

  20. Guillermo Ojeda Noda. Kinect driven facial animation, Bachelor thesis (PDF).

  21. George Azzopardi, Antonio Greco, Mario Vento. Gender Recognition from Face Images Using a Fusion of SVM Classifier, Chapter in Image Analysis and Recognition, Volume 9730 of the series Lecture Notes in Computer Science, pp 533-538.

  22. Tejal Upadhyay, Dipendy Roy. Lie Detection based on Human facial gestures, International Journal of Computer Science & Communication (PDF).

  23. Vasiliy Boychuk, Kirill Sukharev, Daniil Voloshin, Vladislav Karbovskii. Exploratory Sentiment and Facial Expressions Analysis of Data from Photo-sharing on Social Media: The Case of Football Violence, International Conference on Computational Science 2016 (PDF).

  24. Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, Yu Qiao. Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Network, Computer Vision and Pattern Recognition (PDF).

  25. Paula Lago, Claudia Jiménez-Guarín. MAGPIE:Pervasive Environment with Emotional Awareness for Managing Information in the Context of Collaborative Communities (PDF).

  26. Matteo Ferrara, Annalisa Franco, Davide Maltoni. On the Effects of Image Alterations on Face Recognition Accuracy, Chapter in Face Recognition Across the Imaging Spectrum.

  27. Kazuo Ohzeki, Masahiro Takatsuka, Masaaki Kajihara, Yutaka Hirakawa, Kiyotsugu Sato. On the false rejection ratio of face recognition based on automatic detected feature points, Pattern Recognition and Image Analysis (PDF).

  28. Vesna Kirandziska, Nevena Ackovska, Ana Madevska Bogdanova. Comparing Emotion Recognition from Voice and Facial Data Using Time Invariant Features, International Journal of Computer, Electrical, Automation, Control and Information Engineering (PDF).

  29. Soujanya Poria, Erik Cambria, Newton Howard, Guang-Bin Huang, Amir Hussain. Using audio, visual and textual clues for sentiment analysis from multimodal content, Neurocomputing (PDF).

  30. P. B. Jayasekara, L. Sivaneasharajah, M. A. S. Perera, J. Perera, D. D. Karunaratne, K. D. Sandaruwan, R. N. Rajapakse. Facial Index Based 2D Facial Composite Process for Forensic Investigation in Sri Lanka, Forensic Medicine and Anatomy Research, 2016, 4 (PDF).

  31. Zhujin Liang, Shengyong Ding, Liang Lin. Unconstrained Facial Landmark Localization with Backbone-Branches Fully-Convolutional Networks, Computer Vision and Pattern Recognition.

  32. Amelia Carolina Sparavigna. The Appearance of Roman Emperors Rendered by a Face Detection Software (PDF).

  33. Andreas Lanitis, Nicolas Tsapatsoulis. On the analysis of factors influencing the performance of facial age progression, 4th International Conference on Biometrics and Forensics (IWBF), 2016.


  1. Yerzhan Baimbetov, Ismail Khalil, Matthias Steinbauer, Gabriele Anderst-Kotsis. Using Big Data for Emotionally Intelligent Mobile Services through Multi-Modal Emotion Recognition Inclusive Smart Cities and e-Health, Volume 9102 of the series Lecture Notes in Computer Science, pp 127-138.

  2. Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale, Luca Piras, Giorgio Giacinco, Franco Tuveri, Manuela Angioni. Multimodal-based Diversified Summarization in Social Image Retrieval, MediaEval 2015 Workshop, Sept. 14-15, 2015, Wurzen, Germany (PDF).

  3. Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale. 3D-Model-Based Video Analysis for Computer Generated Faces Identification, IEEE Transactions on Information Forensics and Security.

  4. Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie. Detection of Deception in the Mafia Party Game, Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Pages 335-342 (PDF).

  5. Hiroki Nomiya, Teruhisa Hochin. Emotional Scene Retrieval from Lifelog Videos Using Evolutionary Feature Creation, Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, 2015 (PDF).

  6. Laurindo de Sousa Britto Neto, Vanessa Regina Margareth Lima Maike, Fernando Luiz Koch, Maria Cecília Calani Baranauskas, Anderson de Rezende Rocha, Siome Klein Goldenstein. A Wearable Face Recognition System Built into a Smartwatch and the Blind and Low Vision Users, Enterprise Information Systems.

  7. Priyamol James, Jeena Thomas, Neena Alex. A survey on soft Biometrics and their application in person recognition at a distance, International Conference on Soft-Computing and Networks Security (ICSNS), 2015.

  8. Hiroki Nomiya, Atsushi Morikuni, Teruhisa Hochin. An Unsupervised Ensemble Approach for Emotional Scene Detection from Lifelog Videos, Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing.

  9. Эттель В. А. Ильясова А. К. Внедрение комплексной автоматизированной системы идентификации персонала как направление повышения эффективности управления предприятием (Implementation of Complex Automated System of Person Identification as a One of the Way to Increase Management Efficiency), Международный журнал экспериментального образования.

  10. Uğur Kantekin, Uğur Aytekin, Büşra Alaybeyoğlu, Serap Çekli. Kinect brain waves with controlled smart automation system for als patients, Medical Technologies National Conference (TIPTEKNO), 2015.

  11. Zhang Li. Identity Crisis: When Face Recognition Meets Twins and Privacy, Ph.D Thesis.

  12. Sergey Demyanov. Regularization methods for neural networks and related models, Ph.D Thesis (PDF).

  13. Randy Milbert, David Hemphill, Justin Benjamin, Andreas Robinson. TENTACLE Multi-Camera Immersive Surveillance System Phase 2 (PDF).

  14. Fernando de Almeida Freitas. Automatic recognition of Grammatical Facial Expressions from Brazilian Sign Language (Libras), Master's Dissertation.

  15. SuJung Shin, JeongMin Choi, YeonJoon Han, Myung Kim. Physiognomy Application Based On Face Detection, 한국정보과학회 2015년 동계학술발표회 논문집.

  16. Jan Sedmidubsky, Vladimir Mic, Pavel Zezula. Face Image Retrieval Revisited, Similarity Search and Applications.

  17. Yun-Che Tsai, Chiou-Shann Fuh. Office Entrance Control With Face Recognition.

  18. Ester Gonzalez-sosa, Ruben Vera-rodriguez, Julian Fierrez, Pedro Tome, Javier Ortega-garcia. Pose Variability Compensation Using Projective Transformation for Forensic Face Recognition (PDF).

  19. Sumit K Yadav, Mayank Bhushan, Swati Gupta. Multimodal sentiment analysis: Sentiment analysis using audiovisual format, 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom).

  20. Zinelabidine Boulkenafet, Jukka Komulainen, Abdenour Hadid. Face anti-spoofing based on color texture analysis, 2015 IEEE International Conference on Image Processing (ICIP) (PDF).

  21. A. A. Abayomi-Alli, E. O. Omidiora, S. O. Olabiyisi and J. A. Ojo. Adaptive Regression Splines Models for Predicting Facial Image Verification and Quality Assessment Scores, BALKAN JOURNAL OF ELECTRICAL & COMPUTER ENGINEERING, 2015, Vol.3, No.1.

  22. Xuan Li, Yong Dou, Xin Niu, Jiaqing Xu, and Ruorong Xiao. An Efficient Robust Eye Localization by Learning the Convolution Distribution Using Eye Template, Computational Intelligence and Neuroscience, Volume 2015.

  23. Liyan Zhang, Fan Liu, Jinhui Tang. Real-Time System for Driver Fatigue Detection by RGB-D Camera, ACM Transactions on Intelligent Systems and Technology (TIST).

  24. Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale. A hybrid approach for retrieving diverse social images of landmarks 2015 IEEE International Conference on Multimedia and Expo (ICME) (PDF).

  25. Mao Xu, Wei Cheng, Qian Zhao, Li Ma, Fang Xu. Facial expression recognition based on transfer learning from deep convolutional networks, 2015 11th International Conference on Natural Computation (ICNC).

  26. Yuan Dong, Yue Wu. Adaptive Cascade Deep Convolutional Neural Networks for face alignment, Computer Standards & Interfaces, Volume 42 (PDF).

  27. Iris Vilnai-Yavetz, Sigal Tifferet. A Picture Is Worth a Thousand Words: Segmenting Consumers by Facebook Profile Images, Journal of Interactive Marketing.

  28. Lingyu Liang, Lianwen Jin, Xin Zhang, Yong Xu. Multiple Facial Image Editing Using Edge–Aware PDE Learning, Computer Graphics Forum, Volume 34, Issue 7.

  29. Tesina Steve Rossius. Detección y seguimiento facial en tiempo real para un videojuego en C#, Master Thesis (PDF).

  30. Tanvir Prince, Maria Malik, Ildefonso Salva, Ariel Mazor, Sakhr Aldaylam. The Mathematics and Applications behind Image Warping and Morphing, Journal of Mathematics Research.

  31. Andreas Lanitis, Nicolas Tsapatsoulis, Kleanthis Soteriou, Daiki Kuwahara. FG2015 age progression evaluation, 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2015.

  32. Lingyu Liang, Deng Liu, Lianwen Jin. FaceMore: A Face Beautification Platform on the Cloud, IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2015.


  1. D.-T. Dang-Nguyen, L. Piras, G. Giacinto, G. Boato, F. G. B. De Natale. Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering, MediaEval 2014 Workshop, October 16-17, 2014, Barcelona, Spain.

  2. Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale. Revealing synthetic facial animations of realistic characters 2014 IEEE International Conference on Image Processing (ICIP).

  3. Ruben Vera-Rodriguez, Pedro Tome, Julian Fierrez, Javier Ortega-Garcia. Comparative Analysis of the Variability of Facial Landmarks for Forensics Using CCTV Images, Image and Video Technology, Volume 8333 of the series Lecture Notes in Computer Science (PDF).

  4. Pedro Tome, Julian Fierrez, Ruben Vera-Rodriguez, Mark S. Nixon. Soft Biometrics and Their Application in Person Recognition at a Distance, IEEE Transactions on Information Forensics and Security (Volume:9, Issue: 3).

  5. Atsushi Morikuni, Hiroki Nomiya, Teruhisa Hochin. Expression Strength for the Emotional Scene Detection from Lifelog Videos, Software Engineering Research, Management and Applications (Book).

  6. Matteo Ferrara, Annalisa Franco, Davide Maltoni. The magic passport, IEEE International Joint Conference on Biometrics (IJCB), 2014 (PDF).

  7. Elijah O. Omidiora, Stephen O. Olabiyisi, John A. Ojo, Rafiu A. Ganiyu and Adebayo A. Abayomi-Alli. Enhanced Face Verification and Image Quality Assessment Scheme Using Modified Optical Flow Technique, Proceedings of the World Congress on Engineering and Computer Science 2014 (PDF).

  8. Matthew Brocker and Stephen Checkoway. iSeeYou: Disabling the MacBook Webcam Indicator LED 23th USENIX Security Symposium (PDF).

  9. Daniel Oppermann. A ICANN, o modelo multissetorial e o programa de novos domínios genéricos (ICANN, the Multistakeholder Model and the New gTLD Program), Núcleo de Pesquisa em Relações Internacionais (NUPRI).

  10. Javier Vázquez Míguez. Autenticación biométrica en redes sociales : diseño e implementación de reconocimiento facial mediante EmguCV para autenticación en redes sociales (Biometric authentication in social networks: design and implementation of facial recognition by EmguCV for authentication in social networks), Núcleo de Pesquisa em Relações Internacionais (NUPRI).

  11. Tong Zhang, Herman Martins Gomes. Technology survey on video face tracking, Imaging and Multimedia Analytics in a Web and Mobile World 2014.

  12. Samaa M. Shohieb, Hamdy K. Elminir, A.M.Riad. A Multi-Modal Oculography-Based Mouse Controlling System: Via Facial Expressions & Eye Movement, Journal of Information Hiding and Multimedia Signal Processing (PDF).

  13. Samaa M. Shohieb, Hamdy K. Elminir. SignsWorld Facial Expression Recognition System (FERS), Intelligent Automation & Soft Computing.

  14. Nenad Markuš, Miroslav Frljak, Igor S. Pandžić, Jörgen Ahlberg, Robert Forchheimer. Fast Localization of Facial Landmark Points, Proceedings of the Croatian Computer Vision Workshop, 2014 (PDF).

  15. Hiroki Nomiya, Atsushi Morikuni, Teruhisa Hochin. An Unsupervised Emotional Scene Retrieval Framework for Lifelog Videos, IIAI 3rd International Conference on Advanced Applied Informatics (IIAIAAI), 2014.

  16. Ramón Pintado Martínez. Face recognition security system on public cloud infrastructure, Master Thesis (PDF).

  17. Yunlian Sun. Advanced Techniques for Face Recognition under Challenging Environments, Dissertation thesis (PDF).

  18. Zhanpeng Zhang, Ping Luo, Chen Change Loy, and Xiaoou Tang. Optimizing Facial Landmark Detection by Facial Attribute Learning.

  19. Paloma Lopez-de-Arenosa, Belén Díaz-Agudo, Juan A. Recio-García. CBR Tagging of Emotions from Facial Expressions, Case-Based Reasoning Research and Development, Volume 8765 of the series Lecture Notes in Computer Science (Book).

  20. Terence Sim, Hossein Nejati, James Chua. Face recognition CAPTCHA made difficult, Proceedings of the 23rd International Conference on World Wide Web (PDF).

  21. Tatiany Marcondes Heiderich, Ana Teresa, Figueiredo Stochero Leslie and Ruth Guinsburg. Neonatal procedural pain can be assessed by computer software that has good sensitivity and specificity to detect facial movements, Acta Paediatrica.

  22. Zhanpeng Zhang, Ping Luo, Chen Change Loy, Xiaoou Tang. Facial Landmark Detection by Deep Multi-task Learning, Computer Vision ECCV 2014 (PDF).

  23. Zhanpeng Zhang, Ping Luo, Chen Change Loy , Xiaoou Tang. Learning and Transferring Multi-task Deep Representation for Face Alignment (PDF).

  24. Yan Li, Ke Xu, Qiang Yan, Yingjiu Li, Robert H. Deng. Understanding OSN-based facial disclosure against face authentication systems, 9th ACM symposium on Information, computer and communications security.

  25. Aktham Mohammad Mahmoud. Moving Virtual University from Traditional Web to Cloud Computing, World of Computer Science and Information Technology Journal (WCSIT) (PDF).

  26. Vanessa Echeverría, Allan Avendaño, Katherine Chiluiza, Aníbal Vásquez, Xavier Ochoa. Presentation Skills Estimation Based on Video and Kinect Data Analysis, Proceedings of the 2014 ACM workshop on Multimodal Learning Analytics Workshop and Grand Challenge (PDF).

  27. Matthew Christian, Alan Depaz, Max Grimm, Jonathan W. Lartigue, Ronald Sweatland, Charlene Talley. Google Glass For Public Safety Proceedings of the 2014 ACM Southeast Regional Conference, Article No. 34.

  28. Soujanya Poria, Erik Cambria, Amir Hussain, Guang-Bin Huang. Towards an intelligent framework for multimodal affective data analysis (PDF).

  29. K.Hari Prasad, A.K.T.N De Alwis, Y.R Thilakarathne, M.M.D.R.T De Silva, Mr.Yasas Mallawaarachchi, Ms.Nishani Ranpatabadi. An Application system to Visualize Makeup and Cream Cosmetic Effects (PDF).

  30. Yoshiko Arimoto, Kazuo Okanoya. Emotional synchrony and covariation of behavioral/physiological reactions between interlocutors, 2014 17th Oriental Chapter of the International Committee for the Co-ordination and Standardization of Speech Databases and Assessment Techniques (COCOSDA).

  31. Kai Zhu, Dihong Gong, Zhifeng Li and Xiaoou Tang. Orthogonal Gaussian Process for Automatic Age Estimation, Proceedings of the 22nd ACM international conference on Multimedia.

  32. Dmitry O. Gorodnichy, Eric Granger, Paolo Radtke. Survey of commercial technologies for face recognition in Videoв.

  33. Paula Lago, Claudia Jimenez Guarin. An Affective Inference Model based on Facial Expression Analysis, IEEE Latin America Transactions.

  34. Gabriela Dinescu. Familar Faces: The Effects of Experience on Change Blindness, Master thesis (PDF).


  1. O, Omidiora E; O, Olabiyisi S; A, Ojo J; Adebayo, Abayomi-Alli; O, Abayomi-Alli. Facial Image Verification and Quality Assessment System -FaceIVQA, International Journal of Electrical and Computer Engineering3.6 (Dec 2013).

  2. Li Zhang, KengTeck Ma, Hossein Nejati, Lewis Foo, Dong Guo, Terence Sim. A Talking Profile to Distinguish Identical Twins, Preprint submitted to Image and Vision Computing, September 27, 2013 (PDF).

  3. Christian Limberg, Benjamin Wolff. Cheering you up in empathic rooms, Intelligent Systems Laboratory - Winter Term 2013/2014 (PDF).

  4. Pin Yang Tan, Haidi Ibrahim. Implementation of Band Pass Filter for Homomorphic Filtering Technique, International Journal of Computer Science and Mobile Applications, Vol.1 Issue. 5, November- 2013 (PDF).

  5. Hiroki Nomiya, Atsushi Morikuni, Teruhisa Hochin. Unsupervised Emotional Scene Detection for Lifelog Video Retrieval based on Gaussian Mixture Model, Procedia Computer Science Volume 22, 2013.

  6. Bao Rong Chang, Hsiu Fen Tsai, Chi-Ming Chen, Yi-Sheng Chang. PSO-ANFIS tuned real-time VVoIP in Cloud with access control security, International Conference on Fuzzy Theory and Its Applications (iFUZZY), 2013.

  7. Hiroki Nomiya, Atsushi Morikuni, Teruhisa Hochin. Impressive Scene Detection from Lifelog Videos by Unsupervised Facial Expression Recognition, 14th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), 2013.

  8. Matteo Ferrara, Annalisa Franco, Davide Maltoni, Yunlian Sun. On the Impact of Alterations on Face Photo Recognition Accuracy, Image Analysis and Processing, ICIAP 2013 (PDF).

  9. Hiroki Nomiya, Atsushi Morikuni and Teruhisa Hochin. Unsupervised Emotional Scene Detection from Lifelog Videos Using Cluster Ensembles, International Journal of Software Innovation (IJSI).

  10. Nikki Gulzar, Basra Abbasi, Eddie Wu, Anil Ozbal, WeiQi Yan. Surveillance Privacy Protection, Intelligent Multimedia Surveillance (PDF).

  11. Zahra Katibeh. Techniques for Real-time Multi-person Face Tracking for Human-robot Dialogue, This thesis is presented as part of Degree of Master of Science in Electrical Engineering Blekinge Institute of Technology (PDF).

  12. Madasu Hanmandlu, Divya Gupta, Shantaram Vasikarla. Face recognition using Elastic bunch graph matching, IEEE Applied Imagery Pattern Recognition Workshop, 2013.

  13. Pedro Tome, Julian Fierrez, Ruben Vera-Rodriguez, Daniel Ramos. Identification using face regions: Application and assessment in forensic scenarios, Forensic Science International (PDF).

  14. S. Wosiak. Modelowanie 3D twarzy w systemach bezpieczeństwa publicznego (3D modeling faces in public safety systems), Zeszyty Naukowe Wydziału Elektroniki i Informatyki Politechniki Koszalińskiej.

  15. Tarak Nath Mandal. An Approach to Dimensional Object Recognition, Master's Degree Theses (PDF).

  16. Luis Blázquez Pérez. Reconocimiento Facial Basado en Puntos Característicos de la Cara en entornos no controlados (Facial Recognition Based on Points Characteristics of the Face in environments not controlled), Degree project (PDF).

  17. Philip A. Adewuyi, Muniru O. Okelola, Adewale O. Jemilehin. PIC Based Model of an Intelligent Gate Controller, International Journal of Engineering and Advanced Technology (PDF).

  18. Pedro Tome, Ruben Vera-Rodriguez, Julian Fierrez. Analysing Facial Regions for Face Recognition Using Forensic Protocols, Highlights on Practical Applications of Agents and Multi-Agent Systems (PDF).

  19. Philip A. ADEWUYI, Muniru O. OKELOLA, Adewale O. JEMILEHIN. An Intelligent Gate Controller Using a Personal Computer and Pattern Recognition Protocols, International Journal of Computational Intelligence and Information Security (PDF).

  20. Md Shifuddin Al Masud; Tabassum, Fatima; Md Anisur Rahman. Smart Human-Machine Interaction in Mirror Interface, International Journal of Computing Communication and Networking Research, (PDF).

  21. Tarun Krishna, Ayush Rai, Shubham Bansal, Shubham Khandelwal, Shubham Gupta, Dushyant Goyal. Emotion recognition using facial and audio features, Proceedings of the 15th ACM on International conference on multimodal interaction.

  22. Hua Wang, Heng Huang, Fillia Makedon. Emotion Detection via Discriminant Laplacian Embedding (PDF).

  23. Pedro Tom´e Gonz´alez. Dealing with Variability Factors and Its Application to Biometrics at a Distance, PhD Thesis (PDF).

  24. Doris Hausen, Fabian Hennecke, Nora Broy, Alina Hang, Sebastian Loehmann, Max-Emanuel Maurer, Sonja Rümelin, Sarah Tausch, Emanuel von Zezschwitz, Andreas Butz and Heinrich Hussmann. Visualize! (PDF).

  25. Jianbing Ma, Weiru Liu, Paul Miller, Fabian Campbell-West. An Improvement of Subject Reacquisition by Reasoning and Revision (PDF).

  26. Yi Sun, Xiaogang Wang, Xiaoou Tang. Deep Convolutional Network Cascade for Facial Point Detection, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 (PDF).

  27. Pedro Tome, Luis Blázquez, Ruben Vera-Rodriguez, Julian Fierrez, Javier Ortega-Garcia, Nicomedes Expósito, Patricio Lestón. Understanding the discrimination power of facial regions in forensic caseworkInternational Workshop on Biometrics and Forensics (IWBF), 2013 (PDF).

  28. Fan Liu, Jinhui Tang, Zhenmin Tang. An Eye States Detection Method by Using WLBP, IEEE Seventh International Conference on Semantic Computing (ICSC),2013.

  29. Eugene Borovikov, Szilárd Vajda, Girish Lingappa, Sameer Antani, George Thoma. Face Matching for Post-Disaster Family Reunification.

  30. Allanah R. Casey. Investigating the relationship between Psychopathy, Fear Conditioning, and Facial Affect Recognition, PhD thesis (PDF).

  31. Patrycia Barros de Lima Klavdianos, Lourdes Mattos Brasil, Jairo Simão Santana Melo. Face Recognition with Active Appearance Model (AAM), Image Processing: Concepts, Methodologies, Tools, and Applications.


  1. Jose Garcia-Rodriguez, Miguel A. Cazorla Quevedo. Robotic Vision: Technologies for Machine Learning and Vision Applications.

  2. Fan Liu, Jinhui Tang, Ruizhen Zhao, Zhenmin Tang. Abnormal behavior recognition system for ATM monitoring by RGB-D camera, Proceedings of the 20th ACM international conference on Multimedia.

  3. Li Zhang, Ning Ye, Elisa Martinez Marroquin, Dong Guo. New hope for recognizing twins by using facial motion, IEEE Workshop on Applications of Computer Vision (WACV), 2012.

  4. Merve Yenice. Finding the ethnical identity of human face, MASTER THESIS (PDF).

  5. Munehiro NAKAMURA, Yusuke KAJIWARA, Hiroaki MURATA, Haruhiko KIMURA. Facial Expression Recognition Using Features of Density Distributions between Facial Images, Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol. 24 (2012), No. 4 (PDF).

  6. Zafer Yapıcı. Facial Modeling Software, Master Thesis.


  8. Atsushi Morikuni, Hiroki Nomiya, Teruhisa Hochin. Taking Lifelog Videos and Managing Impressive Scenes, 13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel & Distributed Computing (SNPD), 2012.

  9. Martin Chrzan. Automatická registrácia užívateľov platobného systému (Automatic registration of users payment system), Bachelor thesis (PDF).

  10. Villalon de la Vega, Dario Eduardo. Diseño e implementación de una plataforma de software para reconocimiento facial en video (Design and implementation of a software platform for face recognition video), Undergraduate thesis (PDF).

  11. Marc Schröder. The SEMAINE API: A Component Integration Framework for a Naturally Interacting and Emotionally Competent Embodied Conversational Agent, PhD Thesis (PDF).

  12. 陳思如. The Judgment and Analysis of Spontaneous Emotion on Distance Learning.

  13. 李治衡. Research on Facial Expression Recognition using Dynamic Facial Features in Video Sequences.

  14. Akinnuwesi Boluwaji A. and Agagu Tosin T. Automated Students' Attedance Taking IN Tertiary Institution Using Hybridized Facial Recognition Algorithm (PDF).

  15. Ahmed Emam. Robust Real Time Drowsy Eye Detection System, International Journal for Computers & Their Applications. Dec2012, Vol. 19, Issue 4

  16. Kuan Cheng Lin, Szu Ju Chen. Affective Computing in Distance Learning: Based on Facial Emotion Recognition.

  17. Douglas Astler, Harrison Chau, Kailin Hsu, Alvin Hua, Andrew Kannan, Lydia Lei, Melissa Nathanson, Esmaeel Paryavi, Michelle Rosen, Hayato Unno, Carol Wang, Khadija Zaidi, and Xuemin Zhang. Facial and expression recognition for the blind using computer vision (PDF).

  18. Fei Yang, Eli Shechtman, Jue Wang, Lubomir Bourdev, Dimitris Metaxas. Face morphing using 3D-aware appearance optimization, Proceedings of Graphics Interface, 2012 (PDF).

  19. Tom Jansen. Closing the gap to deceit: influences of imposed cognitive load and Machiavellianism on tonic electrodermal activity, Bachelor’s thesis.

  20. Thao Ha, Judith E. M. van den Berg, Rutger C. M. E. Engels, Anna Lichtwarck-Aschoff. Effects of Attractiveness and Status in Dating Desire in Homosexual and Heterosexual Men and Women.

  21. Amelia Carolina Sparavigna. Facial transformations of ancient portraits: the face of Caesar, Computer Vision and Pattern Recognition (PDF).

  22. Amelia Carolina Sparavigna. A software for aging faces applied to ancient marble busts, Computer Vision and Pattern Recognition (PDF).

  23. Giovanni Corazzi, Amelia Carolina Sparavigna. The Rhone Caesar (PDF).

  24. Yunhong Wang, Zhaoxiang Zhang, Weixin Li, Fangyuan Jiang., IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).


  1. Jinho Kim, Suan Lee, Ji-Seop Won, and Yang-Sae Moon. Photo Cube: An Automatic Management and Search for Photos Using Mobile Smartphones, Ninth IEEE International Conference on Dependable, Autonomic and Secure Computing, 2011.

  2. Nikolay Degtyarev, Oleg Seredin. A Geometric Approach to Face Detector Combining, Multiple Classifier Systems, Volume 6713 of the series Lecture Notes in Computer Science (PDF).

  3. Michael Isola, John Granger, Arthur Gadayev, and Wojciech Hojdysz. Investigation of Freeware Biometric Products, Proceedings of Student-Faculty Research Day, CSIS, Pace University, May 6th, 2011 (PDF).

  4. Paula Lago, Claudia Jiménez-guarín. MAGPIE:Pervasive Environment with Emotional Awareness for Managing Information in the Context of Collaborative Communities (PDF)

  5. Peter N. Belhumeur, David W. Jacobs, David J. Kriegman, Neeraj Kumar. Kriegman-Belhumeur Vision Technologies (PDF).

  6. Douglas Astler, Harrison Chau, Kailin Hsu, Alvin Hua, Andrew Kannan, Lydia Lei, Melissa Nathanson, Esmaeel Paryavi, Michelle Rosen, Hayato Unno, Carol Wang, Khadija Zaidi, and Xuemin Zhang. Increased Accessibility to Nonverbal Communication through Facial and Expression Recognition Technologies for Blind/Visually Impaired Subjects.

  7. Peter D. DeVries. The problem of fraud in the banking industry: Are biometrics the answer, Int. J. Services and Standards, Vol. 7, Nos. 3/4, 2011.

  8. Gabriel M. Ara´ujo, Waldir S. S. J´unior, Eduardo A. B. da Silva, Siome K. Goldenstein. Detecc¸ao de ˜ Landmarks Faciais Usando SVM XXIX SIMPOSIO BRASILEIRO DE TELECOMUNICAC¸ ´ OES (PDF).


  1. Yuan HU, Li LU, Jingqi YAN, Zhi LIU, Pengfei SHI. Sexual Dimorphism Analysis and Gender Classification in 3D Human Face, IEICE TRANSACTIONS on Information and Systems, Vol.E93-D, No.9.

  2. Hua Wang, Heng Huang, Yanzi Hu, Mindi Anderson, Pamela Rollins, Fillia Makedon. Emotion detection via discriminative kernel method, Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments.

  3. N. Degtyarev, O. Seredin. Effect of Eyes Detection and Position Estimation Methods on the Accuracy of Comparative Testing of Face Detection Algorithms (PDF).

  4. Lung-Hsing Kuo, Hsieh-Hua Yang, Jui-Chen Yu, Hung-Jen Yang, & S. M. Sue. Learning Behavior and Performance of Asynchronous Distance Learning with Face Recognition System among In-service Teacher, New Aspects of Applied Indormatics, Biomedical Electronics & Informatics and Communications (PDF).

  5. Marc Schröde. The SEMAINE API: towards a standards-based framework for building emotion-oriented systems, Advances in Human-Computer Interaction - Special issue on emotion-aware natural interaction.

  6. Miroslav Koutník. Technologie pro detekci tváře (Face detection technology), Bachelor thesis (PDF).

  7. Daniel Dixon, Manoj Prasad, Tracy Hammond. iCanDraw: using sketch recognition and corrective feedback to assist a user in drawing human faces, (PDF).

  8. Face Recognition Using Local Feature Voting.

  9. Nikolay Degtyarev, Oleg Seredin. Comparative Testing of Face Detection Algorithms, Image and Signal Processing (PDF).

  10. Lung-hsing Kuo, Hsieh-hua Yang, Hung-jen Yang, Wen-chen Hu, S. M. Sue. A Study of Online Asynchronous Learning Monitored by Face Recognition (PDF).

  11. Speedy teams up with UK biometric firm, Biometric Technology Today, Volume 2010, Issue 2, February 2010.



  1. Jackie Abbazio, Sasha Perez, Denise Silva, Robert Tesoriero, Frederic Penna, and Robert Zack. Face Biometric System, Proceedings of Student-Faculty Research Day, CSIS, Pace University, May 8th, 2009 (PDF).

  2. Faune Hughes, Daniel Lichter, Richard Oswald, and Michael Whitfield. Face Biometrics: A Longitudinal Study, Proceedings of Student-Faculty Research Day, CSIS, Pace University, May 8th, 2009 (PDF).

  3. Daniel Dixon, Manoj Prasad, and Tracy Hammond iCanDraw? : A Methodology for Using Assistive Sketch Rmprove a User's Drawing Ability, UIST’09, October 4–7, 2009, Victoria, BC, Canada (PDF).

  4. Jania Aghajanian, Simon J.D. Prince. Face Pose Estimation in Uncontrolled Environments (PDF).

  5. Gyuchoon Cho. Real Time Driver Safety System, Masters Theses.

  6. Daniel Meyer Dixon. A Methodology Using Assistive Sketch Recognition for Improving a Person's Ability to Draw, Master Thesis (PDF).

  7. Lukáš Adamec. Srovnávací testy vybraných biometrických zařízení (Comparative testing of selected biometric devices), Bachelor Thesis (DOC).

  8. Houda Chabbi Drissi. Biométrie 3D (PDF).


  1. Hataikan Poncharoensil, Seri Pansang. Automatic Pixel Boosting for Face Enhancement in Dim Light (PDF).

  2. Seung-Bo Park, Kyung-Jin Oh, Heung-Nam Kim, Geun-Sik Jo. Automatic Subtitles Localization through Speaker Identification in Multimedia System, IEEE International Workshop on Semantic Computing and Applications, 2008.

  3. Tabassum, Fatima Md Anisur Rahman. Smart Human-Machine Interaction in Mirror Interface, International Journal of Computing Communication and Networking Research (PDF).

  4. Fan Liu, Jinhui Tang. Real-Time System for Driver Fatigue Detection by RGB-D Camera, ACM Transactions on Intelligent Systems and Technology (TIST).


  1. Alex Holub, Yun-hsueh Liu, Pietro Perona. On Constructing Facial Similarity Maps, IEEE Conference on Computer Vision and Pattern Recognition, 2007 (PDF).

  2. Alex Holub. Discriminative vs. Generative Object Recognition: Objects, Faces, and the Web, PhD thesis.