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Fig. 7: A SOM map for Aodai Images after learning with CCV histograms

Figure 7 A SOM map for Aodai Images after learning with CCV histograms

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Fig. 1: Design of Aodai (Source: Wikipedia)
Fig. 1: Design of Aodai (Source: Wikipedia)
Modeling Emotional Evaluation of Traditional Vietnamese Aodai Clothes Fig. 2: Examples of Aodai for girls (left), office women (middle), and middle-aged women (right)
Modeling Emotional Evaluation of Traditional Vietnamese Aodai Clothes Fig. 2: Examples of Aodai for girls (left), office women (middle), and middle-aged women (right)
Table 1: Kansei words for Aodai From common adjectives that are used by Vietnamese people to express their emo- tions and feelings about clothes, we collected 34 Kansei words categorized into three groups: Elegant, Active, and Inactive. After conducting an initial survey, we selected only nine words for the three groups, as illustrated on Table 1. Then we used the semantic differential scale method with five levels from one to five in a sur- vey for emotions of different Aodai clothes. Fig. 3 shows an interface of the survey program in Vietnamese.
Table 1: Kansei words for Aodai From common adjectives that are used by Vietnamese people to express their emo- tions and feelings about clothes, we collected 34 Kansei words categorized into three groups: Elegant, Active, and Inactive. After conducting an initial survey, we selected only nine words for the three groups, as illustrated on Table 1. Then we used the semantic differential scale method with five levels from one to five in a sur- vey for emotions of different Aodai clothes. Fig. 3 shows an interface of the survey program in Vietnamese.
Fig. 3: An interface of the survey program column y of the image, the color intensity histogram is given as follows:
Fig. 3: An interface of the survey program column y of the image, the color intensity histogram is given as follows:
Fig. 4: An illustration of CCV regions See So, ee eee oe ee Pe ee ee Sl e!LULCU lhe lee ee ee ee The CCV of an image is the vector ((0, B;)), where o; is the number of coherent pixels and f; is the number of incoherent pixels of the i-th discretized color. It has been reported that CCV is better than color histograms in image comparison [10]. Fig. 4 illustrates CCV regions on an Aodai image.
Fig. 4: An illustration of CCV regions See So, ee eee oe ee Pe ee ee Sl e!LULCU lhe lee ee ee ee The CCV of an image is the vector ((0, B;)), where o; is the number of coherent pixels and f; is the number of incoherent pixels of the i-th discretized color. It has been reported that CCV is better than color histograms in image comparison [10]. Fig. 4 illustrates CCV regions on an Aodai image.
6 Modeling Relations between Aodai Clothes and Kansei Words
6 Modeling Relations between Aodai Clothes and Kansei Words
Fig. 5: Modeling Aodai images and Kansei words by SOM SOM has so far been used in many practical applications, including Kansei mod- eling [8, 9]. In this research, inputs to the SOM are CCV histograms and its out- put is a map showing locations of Aodai images. Aodai images with similarities in CCV histograms would be arranged in the vicinity each other. The modeling Kanse1 words described for the similar Aodai would also be in the vicinity each other. The modeling of Aodai images and Kansei words by SOM is illustrated in Fig. 5.
Fig. 5: Modeling Aodai images and Kansei words by SOM SOM has so far been used in many practical applications, including Kansei mod- eling [8, 9]. In this research, inputs to the SOM are CCV histograms and its out- put is a map showing locations of Aodai images. Aodai images with similarities in CCV histograms would be arranged in the vicinity each other. The modeling Kanse1 words described for the similar Aodai would also be in the vicinity each other. The modeling of Aodai images and Kansei words by SOM is illustrated in Fig. 5.
Modeling Emotional Evaluation of Traditional Vietnamese Aodai Clothes Fig. 6: Normalized emotional degrees (right) for an Aodai image (left) using similar images on SOM’s output map that is shown in Fig. 7
Modeling Emotional Evaluation of Traditional Vietnamese Aodai Clothes Fig. 6: Normalized emotional degrees (right) for an Aodai image (left) using similar images on SOM’s output map that is shown in Fig. 7
Modeling Emotional Evaluation of Traditional Vietnamese Aodai Clothes Fig. 8: Modeling Emotions on Aodai images by Neural Network
Modeling Emotional Evaluation of Traditional Vietnamese Aodai Clothes Fig. 8: Modeling Emotions on Aodai images by Neural Network
Fig. 9: Normalized emotional degrees from Neural Network for the input image shown on the left of Fig. 6
Fig. 9: Normalized emotional degrees from Neural Network for the input image shown on the left of Fig. 6
Related topics:
Computer VisionFashion designMachine LearningSelf Organizing MapsKansei evaluationMạng Nơ RonMô Hình HóaÁO DàiAfective Evaluation
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