FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2107412110> ?p ?o ?g. }

• W2107412110 abstract "A key requirement for developing any innovative system in a computing environment is to integrate a sufficiently friendly interface with the average end user. Accurate design of such a user-centered interface, however, means more than just the ergonomics of the panels and displays. It also requires that designers precisely define what information to use and how, where, and when to use it. Facial expression as a natural, non-intrusive and efficient way of communication has been considered as one of the potential inputs of such interfaces. The work of this thesis aims at designing a robust Facial Expression Recognition (FER) system by combining various techniques from computer vision and pattern recognition. Expression recognition is closely related to face recognition where a lot of research has been done and a vast array of algorithms have been introduced. FER can also be considered as a special case of a pattern recognition problem and many techniques are available. In the designing of an FER system, we can take advantage of these resources and use existing algorithms as building blocks of our system. So a major part of this work is to determine the optimal combination of algorithms. To do this, we first divide the system into 3 modules, i.e. Preprocessing, Feature Extraction and Classification, then for each of them some candidate methods are implemented, and eventually the optimal configuration is found by comparing the performance of different combinations. Another issue that is of great interest to facial expression recognition systems designers is the classifier which is the core of the system. Conventional classification algorithms assume the image is a single variable function of a underlying class label. However this is not true in face recognition area where the appearance of the face is influenced by multiple factors: identity, expression, illumination and so on. To solve this problem, in this thesis we propose two new algorithms, namely Higher Order Canonical Correlation Analysis and Simple Multifactor Analysis which model the image as a multivariable function. The addressed issues are challenging problems and are substantial for developing a facial expression recognition system." @default.
• W2107412110 created "2016-06-24" @default.
• W2107412110 creator A5012431195 @default.
• W2107412110 date "2008-01-23" @default.
• W2107412110 modified "2023-09-23" @default.
• W2107412110 title "Facial Expression Recognition System" @default.
• W2107412110 cites W1490831285 @default.
• W2107412110 cites W1522487910 @default.
• W2107412110 cites W1555563476 @default.
• W2107412110 cites W1573289609 @default.
• W2107412110 cites W1578352865 @default.
• W2107412110 cites W1602492977 @default.
• W2107412110 cites W1774754262 @default.
• W2107412110 cites W1957723580 @default.
• W2107412110 cites W1964422354 @default.
• W2107412110 cites W1975846642 @default.
• W2107412110 cites W1988678232 @default.
• W2107412110 cites W1996072998 @default.
• W2107412110 cites W2006793117 @default.
• W2107412110 cites W2013912476 @default.
• W2107412110 cites W2018282388 @default.
• W2107412110 cites W2029683515 @default.
• W2107412110 cites W2038952578 @default.
• W2107412110 cites W2053432263 @default.
• W2107412110 cites W2062663664 @default.
• W2107412110 cites W2087347434 @default.
• W2107412110 cites W2088900896 @default.
• W2107412110 cites W2093797275 @default.
• W2107412110 cites W2096044434 @default.
• W2107412110 cites W2096889990 @default.
• W2107412110 cites W2098044144 @default.
• W2107412110 cites W2099046646 @default.
• W2107412110 cites W2100235303 @default.
• W2107412110 cites W2100560442 @default.
• W2107412110 cites W2100779717 @default.
• W2107412110 cites W2101950184 @default.
• W2107412110 cites W2103504761 @default.
• W2107412110 cites W2104598610 @default.
• W2107412110 cites W2105732805 @default.
• W2107412110 cites W2106115875 @default.
• W2107412110 cites W2106494881 @default.
• W2107412110 cites W2108699977 @default.
• W2107412110 cites W2108731452 @default.
• W2107412110 cites W2109774206 @default.
• W2107412110 cites W2110885456 @default.
• W2107412110 cites W2111411921 @default.
• W2107412110 cites W2113055885 @default.
• W2107412110 cites W2115941714 @default.
• W2107412110 cites W2116310307 @default.
• W2107412110 cites W2119586505 @default.
• W2107412110 cites W2121906882 @default.
• W2107412110 cites W2124351082 @default.
• W2107412110 cites W2124554518 @default.
• W2107412110 cites W2125127226 @default.
• W2107412110 cites W2125199814 @default.
• W2107412110 cites W2126565853 @default.
• W2107412110 cites W2128409098 @default.
• W2107412110 cites W2129150631 @default.
• W2107412110 cites W2138451337 @default.
• W2107412110 cites W2138583841 @default.
• W2107412110 cites W2138584058 @default.
• W2107412110 cites W2140095548 @default.
• W2107412110 cites W2140274257 @default.
• W2107412110 cites W2140660586 @default.
• W2107412110 cites W2143425433 @default.
• W2107412110 cites W2144920235 @default.
• W2107412110 cites W2148603752 @default.
• W2107412110 cites W2150412725 @default.
• W2107412110 cites W2152826865 @default.
• W2107412110 cites W2153635508 @default.
• W2107412110 cites W2153763188 @default.
• W2107412110 cites W2154624311 @default.
• W2107412110 cites W2155511848 @default.
• W2107412110 cites W2157239837 @default.
• W2107412110 cites W2158695872 @default.
• W2107412110 cites W2159686933 @default.
• W2107412110 cites W2160344778 @default.
• W2107412110 cites W2162967055 @default.
• W2107412110 cites W2164598857 @default.
• W2107412110 cites W2165731615 @default.
• W2107412110 cites W2166318210 @default.
• W2107412110 cites W2167372553 @default.
• W2107412110 cites W2167757589 @default.
• W2107412110 cites W2169624792 @default.
• W2107412110 cites W2169835481 @default.
• W2107412110 cites W2170653751 @default.
• W2107412110 cites W2217896605 @default.
• W2107412110 cites W2282078507 @default.
• W2107412110 cites W24949668 @default.
• W2107412110 cites W2806847345 @default.
• W2107412110 cites W3027968894 @default.
• W2107412110 cites W3034751874 @default.
• W2107412110 cites W3214102110 @default.
• W2107412110 cites W2225453875 @default.
• W2107412110 cites W2995034616 @default.
• W2107412110 cites W2995846001 @default.
• W2107412110 hasPublicationYear "2008" @default.
• W2107412110 type Work @default.
• W2107412110 sameAs 2107412110 @default.
• W2107412110 citedByCount "2" @default.

• next