LEADER 00000cam a2200433 i 4500 003 OCoLC 005 20240129213017.0 006 m o d 007 cr un|---aucuu 008 221010s2022 enk o 000 0 eng d 020 9781394173853|q(electronic bk. : oBook) 020 1394173857|q(electronic bk. : oBook) 024 7 10.1002/9781394173853|2doi 029 1 AU@|b000072898425 035 (OCoLC)1347124012 037 9781789451115|bO'Reilly Media 040 DG1|beng|erda|epn|cDG1|dSFB|dOCLCF|dOCLCQ|dUPM|dOCLCQ |dORMDA|dLANGC|dOCLCQ|dOCLCO 049 INap 082 04 006.2/483995 082 04 006.2/483995 099 |h[O'Reilly electronic resource] 245 00 Face analysis under uncontrolled conditions :|bfrom face detection to expression recognition /|ccoordinted by Romain Belmonte, Benjamin Allaert.|h[O'Reilly electronic resource] 264 1 [Place of publication not identified] :|bJohn Wiley & Sons, Inc.,|c2022. 300 1 online resource. 336 text|btxt|2rdacontent 337 computer|bc|2rdamedia 338 online resource|bcr|2rdacarrier 490 0 Sciences. Image. Information seeking in images and videos 505 0 Front Matter -- Facial Landmark Detection. Introduction to Part 1 / Romain BELMONTE, Pierre TIRILLY, Ioan Marius BILASCO, Nacim IHADDADENE, Chaabane DJERABA -- Facial Landmark Detection / Romain BELMONTE, Pierre TIRILLY, Ioan Marius BILASCO, Nacim IHADDADENE, Chaabane DJERABA -- Effectiveness of Facial Landmark Detection / Romain BELMONTE, Pierre TIRILLY, Ioan Marius BILASCO, Nacim IHADDADENE, Chaabane DJERABA -- Facial Landmark Detection with Spatio-temporal Modeling / Romain BELMONTE, Pierre TIRILLY, Ioan Marius BILASCO, Nacim IHADDADENE, Chaabane DJERABA -- Conclusion to Part 1 -- Facial Expression Analysis. Introduction to Part 2 / Benjamin ALLAERT, Ioan Marius BILASCO, Chaabane DJERABA -- Extraction of Facial Features / Benjamin ALLAERT, Ioan Marius BILASCO, Chaabane DJERABA -- Facial Expression Modeling / Benjamin ALLAERT, Ioan Marius BILASCO, Chaabane DJERABA -- Facial Motion Characteristics / Benjamin ALLAERT, Ioan Marius BILASCO, Chaabane DJERABA -- Micro- and Macro-Expression Analysis / Benjamin ALLAERT, Ioan Marius BILASCO, Chaabane DJERABA -- Towards Adaptation to Head Pose Variations / Benjamin ALLAERT, Ioan Marius BILASCO, Chaabane DJERABA -- Conclusion to Part 2 -- List of Authors -- Index 520 Face analysis is essential for a large number of applications such as human-computer interaction or multimedia (e.g. content indexing and retrieval). Although many approaches are under investigation, performance under uncontrolled conditions is still not satisfactory. The variations that impact facial appearance (e.g. pose, expression, illumination, occlusion, motion blur) make it a difficult problem to solve. This book describes the progress towards this goal, from a core building block - landmark detection - to the higher level of micro and macro expression recognition. Specifically, the book addresses the modeling of temporal information to coincide with the dynamic nature of the face. It also includes a benchmark of recent solutions along with details about the acquisition of a dataset for such tasks. 588 0 Online resource; title from PDF title page (John Wiley, viewed October 10, 2022). 590 O'Reilly|bO'Reilly Online Learning: Academic/Public Library Edition 650 0 Human face recognition (Computer science) 650 6 Reconnaissance faciale (Informatique) 650 7 Human face recognition (Computer science)|2fast 700 1 Belmonte, Romain 700 1 Allaert, Benjamin 856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https:// learning.oreilly.com/library/view/~/9781789451115/?ar |zAvailable on O'Reilly for Public Libraries 994 92|bJFN