Alireza Sepasmoghaddam

Alireza Moghaddam

Former IT academic position:	External Author
Joining/Leaving IT dates:	01-09-2015 / 31-01-2019
Roles held in IT:	PhD Student
Former IT thematic line:	Information and Data Sciences
Group:	Multimedia Signal Processing – Lx

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Scientific Achievements

Expertise Topics

Light Field Imaging, Biometric Recognition, Presentation Attack Detection (Anti-spoofing), Feature Description, Deep Learning

Affiliations

Instituto de Telecomunicações, 07-09-2015, Multimedia Signal Processing Group
Instituto Superior Técnico, 07-09-2015, Electrical and Computer Engineering Department

Publications

17Papers in Journals

A. Moghaddam, A. Etemad, F. Pereira, P.L. Correia, CapsField: Light Field-Based Face and Expression Recognition in the Wild Using Capsule Routing, IEEE Transactions on Image Processing, Vol. 30, No. -, pp. 2627 - 2642, February, 2021,
| Abstract | Full text (PDF 9 MBs) | BibTex
A. Moghaddam, A. Haque, P.L. Correia, K.N. Nasrollahi, T.B.M. Moeslund, F. Pereira, A Double-Deep Spatio-Angular Learning Framework for Light Field-Based Face Recognition, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 30, No. 12, pp. 4496 - 4512, December, 2020,
| Abstract | Full text (PDF 7 MBs) | BibTex
A. Moghaddam, A. Etemad, F. Pereira, P.L. Correia, Long Short-Term Memory with Gate and State Level Fusion for Light Field-Based Face Recognition, IEEE Transactions on Information Forensics and Security, Vol. -, No. -, pp. 1 - 1, July, 2020,
| Abstract | Full text (PDF 8 MBs) | BibTex
A. Moghaddam, F. Pereira, P.L. Correia, Face recognition: a novel multi-level taxonomy based survey, IET Biometrics, Vol. 9, No. 2, pp. 58 - 67, March, 2020,
| Abstract | Full text (PDF 1 MB) | BibTex
A. Moghaddam, F. Pereira, P.L. Correia, Light Field based Face Presentation Attack Detection: Reviewing, Benchmarking and One Step Further, IEEE Transactions on Information Forensics and Security, Vol. 13, No. 7, pp. 1696 - 1709, July, 2018,
| Abstract | BibTex
A. Moghaddam, F. Pereira, P.L. Correia, Ear recognition in a light field imaging framework: A new perspective, IET Biometrics, Vol. 7, No. 3, pp. 224 - 231, May, 2018,
| Abstract | BibTex
A. Moghaddam, L. Malhadas, P.L. Correia, F. Pereira, Face spoofing detection using a light field imaging framework, IET Biometrics, Vol. 7, No. 1, pp. 39 - 48, January, 2018,
| Abstract | BibTex
D. Yazdani, A. Moghaddam, A. Dehban, N. Horta, A Novel Approach for Optimization in Dynamic Environments Based on Modified Artificial Fish Swarm Algorithm, International Journal of Computational Intelligence and Applications, Vol. 15, No. 2, pp. 1 - 16, June, 2016,
| Abstract | BibTex
A. Moghaddam, Fish Swarm Search Algorithm: A New Algorithm for Global Optimization, International Journal of Artificial Intelligence, Vol. 13, No. 2, pp. 17 - 45, October, 2015 | BibTex
A. Moghaddam, Fault-Tolerant Routing Scheme Based on Leach for Wireless Sensor Networks, Journal of Computer Networks and Communications, Vol. 7, No. 3, pp. 105 - 117, May, 2015 | BibTex
A. Moghaddam, M. Moin, Face recognition in JPEG compressed domain: a novel coefficient selection approach, Springer Signal, Image and Video Processing, Vol. 9, No. 3, pp. 651 - 663, March, 2015,
| Abstract | BibTex
D. Yazdani, A. Moghaddam, B. Nasiri, M. Meybodi, M. Akbarzadeh-Totonchi, mNAFSA: A novel approach for optimization in dynamic environments with global changes, Swarm and Evolutionary Computation, Vol. 18, No. 1, pp. 35 - 53, October, 2014,
| Abstract | BibTex
A. Moghaddam, M. Moin, Face Recognition in Colour JPEG Compressed Domain, International Journal of Biometrics, Vol. 6, No. 3, pp. 304 - 320, September, 2014,
| Abstract | BibTex
A. Moghaddam, D. Yazdani, J. Shahabi, A novel hybrid image segmentation method, Progress in Artificial Intelligence, Vol. 3, No. 1, pp. 39 - 49, August, 2014,
| Abstract | BibTex
A. Moghaddam, Optimization in Dynamic Environments Utilizing a Novel Method Based on Particle Swarm Optimization, International Journal of Artificial Intelligence, Vol. 11, No. 13, pp. 170 - 192, October, 2013 | BibTex
A. Moghaddam, A New Algorithm based on Improved Artificial Fish Swarm Algorithm for Data Clustering, International Journal of Artificial Intelligence, Vol. 11, No. 13, pp. 193 - 221, October, 2013 | BibTex
D. Yazdani, B. Nasiri, A. Moghaddam, M. Meybodi, A Novel Multi-swarm Algorithm for Optimization in Dynamic Environments Based on Particle Swarm Optimization, Applied Soft Computing Journal, Vol. 13, No. 4, pp. 2144 - 2158, April, 2013,
| Abstract | BibTex

18Papers in Conferences

A. Moghaddam, F. Pereira, P.L. Correia, A. Etemad, Multi-Perspective LSTM for Joint Visual Representation Learning, IEEE Conf. on Computer Vision and Pattern Recognition - CVPR, Conference online, June, 2021,
| Abstract | BibTex
A. Moghaddam, A. Etemad, F. Pereira, P.L. Correia, FACIAL EMOTION RECOGNITION USING LIGHT FIELD IMAGES WITH DEEP ATTENTION-BASED BIDIRECTIONAL LSTM, IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP, Barcelona, Spain, May, 2020,
| Abstract | Full text (PDF 5 MBs) | BibTex
A. Moghaddam, A. Etemad, P.L. Correia, F. Pereira, A deep framework for facial emotion recognition using light field images, Affective Computing and Intelligent Interaction - ACII, Cambridge, United Kingdom, September, 2019,
| Abstract | BibTex
A. Moghaddam, F. Pereira, P.L. Correia, Ear Presentation Attack Detection: Benchmarking Study with First Lenslet Light Field Database, European Signal Processing Conference EUSIPCO, Rome, Italy, September, 2018 | BibTex
A. Moghaddam, P.L. Correia, K.N. Nasrollahi, T.B.M. Moeslund, F. Pereira, Light Field Based Face Recognition Via A Fused Deep Representation, IEEE International Workshop on Machine Learning for Signal Processing, Aalborg, Denmark, September, 2018 | BibTex
J. Quevedo, C. Guimarães, R. Ferreira, A. Moghaddam, L. Malhadas, R. Aguiar, P.L. Correia, D. Corujo, Selectively Accessing Light Field Face Images over Information Centric Networking, IFIP International Conference on New Technologies, Mobility & Security NTMS, Paris, France, February, 2018,
| Abstract | BibTex
A. Moghaddam, P.L. Correia, F. Pereira, Light field local binary patterns description for face recognition, IEEE International Conf. on Image Processing - ICIP, Beijing, China, September, 2017 | BibTex
A. Moghaddam, V. Chiesa, P.L. Correia, F. Pereira, J. Dugelay, The IST-EURECOM Light Field Face Database, International Workshop on Biometrics and Forensics - IWBF, Coventry, United Kingdom, Vol. 5, pp. 1 - 6, April, 2017,
| Abstract | BibTex
A. Moghaddam, P.L. Correia, F. Pereira, LIGHT FIELD DENOISING: EXPLOITING THE REDUNDANCY OF AN EPIPOLAR SEQUENCE REPRESENTATION, 3DTV Conf. - 3DTV-CON, Hamburg, Germany, Vol. 10, pp. 1 - 4, July, 2016 | BibTex
A. Moghaddam, A novel hybrid algorithm for optimization in multimodal Dynamic environments, International Conference on Hybrid Intelligent Systems (HIS), Pune, India, Vol. 12, pp. 143 - 148, December, 2012 | BibTex
A. Moghaddam, A multilevel thresholding method for image segmentation using a novel hybrid intelligent approach, International Conference on Hybrid Intelligent Systems (HIS), Puna, India, Vol. 12, pp. 137 - 142, December, 2012 | BibTex
A. Moghaddam, Counting the number of cells in immunocytochemical images using genetic algorithm, International Conference on Hybrid Intelligent Systems (HIS), Puna, India, Vol. 12, pp. 185 - 190, December, 2012 | BibTex
A. Moghaddam, Expression of Antigens in Immunocytochemical Images Utilizing an Image Analysis Method, IEEE Mediterranean Electrotechnical Conference - MELECON, Yasmine Hammamet, Tunisia, Vol. 16, pp. 895 - 898, March, 2012 | BibTex
A. Moghaddam, A low complexity JPEG domain face recognition approach using low frequency coefficients, International Conference on Information, Communications and Signal Processing (ICICS), Singapore, Singapore, Vol. 8, pp. 1 - 5, December, 2011 | BibTex
A. Moghaddam, A new preselection method for face recognition in JPEG domain based on face segmentation, IEEE International Conference on Signal and Image Processing Applications ICSIPA, kuala lumpur, Malaysia, Vol. 2011, pp. 132 - 137, November, 2011 | BibTex
A. Moghaddam, A low complexity and efficient face recognition approach in JPEG compressed domain using quantized coefficients, International Symposium on Telecommunications (IST), Tehran, Iran, Vol. 5, pp. 781 - 786, December, 2010 | BibTex
A. Moghaddam, A Novel Method to Measure Comprehensive Complexity of Software Based on the Metrics Statistical Model, UKSim European Symposium on Computer Modeling and Simulation (EMS), Pisa, Italy, Vol. 4, pp. 520 - 525, November, 2010 | BibTex
A. Moghaddam, Utilizing Compressed Coefficients Including Highest Variance in JPEG Compressed Domain Face Recognition, MVIP Iranian Machine Vision and Image Processing Conference, Isfahan, Iran, Vol. 6, pp. 1 - 6, October, 2010 | BibTex

Other Scientific Achievements

3Awards

A. Moghaddam, EURASIP Travel Grant Award, EURASIP travel grant for attending EUSIPCO2018, 01-09-2018
A. Moghaddam, IEEE SPS Travel Grant Award, IEEE SPS travel grant for attending IEEE ICIP2017, 01-09-2017
A. Moghaddam, M.Sc. with First class honours, Electrical and Computer Engineering Department, Qazvin Azad University, , 01-09-2011

Other Contributions

4Refereeing Journals

IET Biometrics
2018, 1 review(s); 2017, 1 review(s);
Multimedia Tools and Applications
2017, 1 review(s);
Security and Communication Networks
2015, 1 review(s);
Cognitive Computation
2018, 1 review(s);

IT Former Collaborator

Alireza Moghaddam

Scientific Achievements