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Sergio Escalera Guerrero

20152020

Research output per year

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Research Output

  • 8 Article in proceeding
  • 5 Journal article
  • 2 Editorial
2020

Statistical Machine Learning for Human Behaviour Analysis

Moeslund, T. B., Guerrero, S. E., Anbarjafari, G., Nasrollahi, K. & Wan, J., 6 May 2020, In : Entropy. 22, 5, 530.

Research output: Contribution to journalEditorialResearchpeer-review

Open Access
2019

A Novel Deep Network Architecture for Reconstructing RGB Facial Images from Thermal for Face Recognition

Litvin, A., Nasrollahi, K., Ozcinar, C., Guerrero, S. E., Moeslund, T. B. & Anbarjafari, G., 30 Sep 2019, In : Multimedia Tools and Applications. 78, 18, p. 25259-25271 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

4 Citations (Scopus)

Guest editorial: special issue on human abnormal behavioural analysis

Anbarjafari, G., Guerrero, S. E., Nasrollahi, K., J. Escalante, H., Baro, X., Wan, J. & Moeslund, T. B., 2019, In : Machine Vision & Applications. 30, p. 807-811

Research output: Contribution to journalEditorialResearchpeer-review

Privacy-Constrained Biometric System for Non-Cooperative Users

Jahromi, M. N. S., Buch-Cardona, P., Avots, E., Nasrollahi, K., Guerrero, S. E., Moeslund, T. B. & Anbarjafari, G., 1 Nov 2019, In : Entropy. 21, 11, 1033.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
1 Citation (Scopus)
14 Downloads (Pure)
2018

Automatic Access Control Based on Face and Hand Biometrics in A Non-Cooperative Context

Jahromi, M. N. S., Bonderup, M. B., Asadi-Aghbolaghi, M., Avots, E., Nasrollahi, K., Guerrero, S. E., Kasaei, S., Moeslund, T. B. & Anbarjafari, G., 24 Apr 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2018: Cross-Domain Biometric Recognition Workshop. IEEE, p. 28-36 9 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

4 Citations (Scopus)

Changes in Facial Expression as Biometric: A Database and Benchmarks of Identification

Haamer, R. E., Kulkarni, K., Imanpour, N., Haque, M. A., Avots, E., Breisch, M., Nasrollahi, K., Guerrero, S. E., Ozcinar, C., Baro, X., Naghsh-Nilchi, A. R., Moeslund, T. B. & Anbarjafari, G., 2018, 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018). IEEE, p. 621-628 8 p. 8373891

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
12 Citations (Scopus)
321 Downloads (Pure)

Organ Segmentation in Poultry Viscera Using RGB-D

Philipsen, M. P., Dueholm, J. V., Jørgensen, A., Escalera, S. & Moeslund, T. B., 3 Jan 2018, In : Sensors. 18, 1, 15 p., 117.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
4 Citations (Scopus)
223 Downloads (Pure)
2017

Spatio-Temporal Pain Recognition in CNN-based Super-Resolved Facial Images

Bellantonio, M., Haque, M. A., Rodriguez, P., Nasrollahi, K., Telve, T., Guerrero, S. E., Gonzàlez, J., Moeslund, T. B., Rasti, P. & Anbarjafari, G., 28 Mar 2017, Video Analytics: Face and Facial Expression Recognition and Audience Measurement. Springer, (Lecture Notes in Computer Science, Vol. 10165).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
18 Citations (Scopus)
1209 Downloads (Pure)
2016

Improved RGB-D-T based Face Recognition

Oliu Simon, M., Corneanu, C., Nasrollahi, K., Nikisins, O., Guerrero, S. E., Sun, Y., Li, H., Sun, Z., Moeslund, T. B. & Greitans, M., 2016, In : IET Biometrics. 5, 4, p. 297 - 303

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
22 Citations (Scopus)
950 Downloads (Pure)

RGB-D Segmentation of Poultry Entrails

Philipsen, M. P., Jørgensen, A., Guerrero, S. E. & Moeslund, T. B., 2016, IX International Conference on Articulated Motion and Deformable Objects. Springer, p. 168-174 (Lecture Notes in Computer Science, Vol. 9756).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
3 Citations (Scopus)
368 Downloads (Pure)

Segmentation of RGB-D indoor scenes by stacking random forests and conditional random fields

Thøgersen, M., Guerrero, S. E., Gonzàlez, J. & Moeslund, T. B., 2016, In : Pattern Recognition Letters. 80, p. 208–215

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
8 Citations (Scopus)
167 Downloads (Pure)

Spatiotemporal Facial Super-Pixels for Pain Detection

Lundtoft, D. H., Nasrollahi, K., Moeslund, T. B. & Guerrero, S. E., 2 Jul 2016, IX Conference on Articulated Motion and Deformable Objects. Perales, F. J. & Kittler, J. (eds.). Spain: Springer, p. 34-43 (Lecture Notes in Computer Science, Vol. 9756).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

File
282 Downloads (Pure)
2015

Deep Learning based Super-Resolution for Improved Action Recognition

Nasrollahi, K., Guerrero, S. E., Rasti, P., Anbarjafari, G., Baro, X., J. Escalante, H. & Moeslund, T. B., 2015, International Conference on Image Processing Theory, Tools and Applications (IPTA), 2015. IEEE Signal Processing Society, p. 67 - 72 6 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

File
19 Citations (Scopus)
1188 Downloads (Pure)

Keep it Accurate and Diverse: Enhancing Action Recognition Performance by Ensemble Learning

Ali Bagheri, M., Gao, Q., Guerrero, S. E., Clapés, A., Nasrollahi, K., Holte, M. B. & Moeslund, T. B., 7 Jun 2015, IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2015. IEEE Computer Society Press, p. 22-29

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

File
612 Downloads (Pure)

Spatiotemporal Analysis of RGB-D-T Facial Images for Multimodal Pain Level Recognition

Irani, R., Nasrollahi, K., Oliu Simon, M., Corneanu, C., Guerrero, S. E., Bahnsen, C., Lundtoft, D. H., Moeslund, T. B., Pedersen, T., Klitgaard, M-L. & Petrini, L., 7 Jun 2015, IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2015. IEEE Computer Society Press, p. 88-95

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

File
663 Downloads (Pure)