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Robust Correlated and Individual Component Analysis.
Panagakis Y, Nicolaou MA, Zafeiriou S, Pantic M. Panagakis Y, et al. IEEE Trans Pattern Anal Mach Intell. 2016 Aug;38(8):1665-78. doi: 10.1109/TPAMI.2015.2497700. Epub 2015 Nov 4. IEEE Trans Pattern Anal Mach Intell. 2016. PMID: 26552077 Free article.
Discriminant Incoherent Component Analysis.
Georgakis C, Panagakis Y, Pantic M. Georgakis C, et al. Among authors: panagakis y. IEEE Trans Image Process. 2016 May;25(5):2021-34. doi: 10.1109/TIP.2016.2539502. IEEE Trans Image Process. 2016. PMID: 27008268 Free article.
Nonnegative Decompositions for Dynamic Visual Data Analysis.
Zafeiriou L, Panagakis Y, Pantic M, Zafeiriou S. Zafeiriou L, et al. Among authors: panagakis y. IEEE Trans Image Process. 2017 Dec;26(12):5603-5617. doi: 10.1109/TIP.2017.2735186. Epub 2017 Aug 2. IEEE Trans Image Process. 2017. PMID: 28783634
Disentangling the Modes of Variation in Unlabelled Data.
Wang M, Panagakis Y, Snape P, Zafeiriou SP. Wang M, et al. Among authors: panagakis y. IEEE Trans Pattern Anal Mach Intell. 2018 Nov;40(11):2682-2695. doi: 10.1109/TPAMI.2017.2783940. Epub 2017 Dec 15. IEEE Trans Pattern Anal Mach Intell. 2018. PMID: 29990016 Free article.
Recovering Joint and Individual Components in Facial Data.
Sagonas C, Ververas E, Panagakis Y, Zafeiriou S. Sagonas C, et al. Among authors: panagakis y. IEEE Trans Pattern Anal Mach Intell. 2018 Nov;40(11):2668-2681. doi: 10.1109/TPAMI.2017.2784421. Epub 2017 Dec 18. IEEE Trans Pattern Anal Mach Intell. 2018. PMID: 29990036 Free article.
Non-Negative Matrix Factorizations for Multiplex Network Analysis.
Gligorijevic V, Panagakis Y, Zafeiriou S. Gligorijevic V, et al. Among authors: panagakis y. IEEE Trans Pattern Anal Mach Intell. 2019 Apr;41(4):928-940. doi: 10.1109/TPAMI.2018.2821146. Epub 2018 Apr 4. IEEE Trans Pattern Anal Mach Intell. 2019. PMID: 29993651 Free article.
3D Reconstruction of "In-the-Wild" Faces in Images and Videos.
Booth J, Roussos A, Ververas E, Antonakos E, Ploumpis S, Panagakis Y, Zafeiriou S. Booth J, et al. Among authors: panagakis y. IEEE Trans Pattern Anal Mach Intell. 2018 Nov;40(11):2638-2652. doi: 10.1109/TPAMI.2018.2832138. Epub 2018 May 15. IEEE Trans Pattern Anal Mach Intell. 2018. PMID: 29993707
Robust Kronecker Component Analysis.
Bahri M, Panagakis Y, Zafeiriou S. Bahri M, et al. Among authors: panagakis y. IEEE Trans Pattern Anal Mach Intell. 2019 Oct;41(10):2365-2379. doi: 10.1109/TPAMI.2018.2881476. Epub 2018 Nov 15. IEEE Trans Pattern Anal Mach Intell. 2019. PMID: 30442601 Free article.
Side Information for Face Completion: A Robust PCA Approach.
Xue N, Deng J, Cheng S, Panagakis Y, Zafeiriou S. Xue N, et al. Among authors: panagakis y. IEEE Trans Pattern Anal Mach Intell. 2019 Oct;41(10):2349-2364. doi: 10.1109/TPAMI.2019.2902556. Epub 2019 Mar 4. IEEE Trans Pattern Anal Mach Intell. 2019. PMID: 30843800 Free article.
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