By Enqing Chen, Yihong Gong, Yun Tie

The two-volume court cases LNCS 9916 and 9917, represent the complaints of the 17th Pacific-Rim convention on Multimedia, PCM 2016, held in Xi`an, China, in September 2016.

The overall of 128 papers awarded in those lawsuits was once conscientiously reviewed and chosen from 202 submissions.

The concentration of the convention used to be as follows in multimedia content material research, multimedia sign processing and communications, and multimedia functions and services.

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Additional resources for Advances in Multimedia Information Processing - PCM 2016: 17th Pacific-Rim Conference on Multimedia, Xi´ an, China, September 15-16, 2016, Proceedings, Part II

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To solve the two problems, we propose a novel method works as follow. First, we build human models and detect the ground in order to get reasonable synthetic images. Next, we estimate the 3D layout of the photo using a supervised learning approach based on Markov Random Field (MRF) model. Novel synthetic photos of different layouts are then generated using a grid traversal method. At last, we employ a learning based aesthetic estimation model to rank the synthesized photos with the consideration of photography guideline, color palette, scene layout, 3D structure and elements’ saliency.

18. Finally, we combine those three computational photography guidelines to be a complete model and compute the final score. Photo Aesthetic Evaluation. We use an instance-based approach for photo aesthetic evaluation algorithm [14]. Four features are selected as the main components including layout composition, edge composition, color palette and global texture features. Besides, several features such as blur feature, dark channel, contrasts and HSV counts are taken into consideration. Furthermore, we employ the 3D structure for our aesthetic evaluation.

8695, pp. 345–360. Springer, Heidelberg (2014). 1007/978-3-319-10584-0 23 16. : Sun database: largescale scene recognition from abbey to zoo. In: 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3485–3492. IEEE (2010) 17. : SLIC superpixels compared to state-of-the-art superpixel methods. IEEE Trans. Pattern Anal. Mach. Intell. 34(11), 2274–2282 (2012) Personal Photography Layout Recommendation 23 18. : Photographic Composition. Amphoto Books, New York (1990) 19. : Photography: The Art of Composition.

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