Advances in Multimedia Modeling: 13th International by Sarah De Bruyne, Wesley De Neve, Koen De Wolf, Davy De

By Sarah De Bruyne, Wesley De Neve, Koen De Wolf, Davy De Schrijver, Piet Verhoeve (auth.), Tat-Jen Cham, Jianfei Cai, Chitra Dorai, Deepu Rajan, Tat-Seng Chua, Liang-Tien Chia (eds.)

The 2 quantity set LNCS 4351 and LNCS 4352 constitutes the refereed court cases of the thirteenth overseas Multimedia Modeling convention, MMM 2007, held in Singapore in January 2007.Based on rigorous reviewing, this system committee chosen 123 conscientiously revised complete papers of the most technical classes and 33 revised complete papers of four precise periods from a complete of 392 submissions for presentation in volumes. the 1st quantity contains seventy six contributions regarding studying semantic ideas, pics, photograph registration, matching and texture, human-computer interplay, monitoring and movement research, complicated media coding and version, media annotation, photo and video coding, context-aware media modeling, multimedia databases, media retrieval, P2P networks, semantic video ideas, audio and video coding, content material, functions, desktop imaginative and prescient, and photograph processing. the second one quantity collects eighty papers with regards to multimedia sign processing and communications, occasion detection, multimedia over P2P, content material, functions, computing device imaginative and prescient, snapshot processing, multimedia sign processing and communications, picture class and popularity, complex media processing and protection, ubiquitous multimedia carrier (UMS), prone and the peace of mind in multimedia cellular details structures (SAMM) , networked mulitmedia platforms and its functions concentrating on trustworthy and versatile supply for built-in multimedia (NMS), and networked portraits appications (NGA).

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Extra resources for Advances in Multimedia Modeling: 13th International Multimedia Modeling Conference, MMM 2007, Singapore, January 9-12, 2007. Proceedings, Part I

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In this work, we adopt the proposed framework by utilizing the artistic color and brushwork concepts extracted to support annotation of paintings with the concepts of art periods. For this task, we first perform annotation of paintings with artistic color concepts based on our earlier proposed method [13] that utilizes color theory of Itten [7] similarly to other studies [3]. We next perform the annotation of brushwork concepts by employing the previously developed framework for brushwork annotation using serial combinations of multiple experts [14, 15].

In terms of MRF, a clique of this graphical model contains a node and its four neighbors. The description and analysis on this model with pairwise cliques of belief propagation become more specific and simpler [4]. In this way, finding a labelling with minimum energy in the MRF is to obtain a MAP estimation. 2 27 Message Update Rules The belief propagation algorithm can be run in an iterative way. At each iteration, each node not only receives a message from each of its four neighbors, but also sends a message to each of them.

Keywords: Paintings. Transductive inference, Multi-expert, Concepts Ontology, 1 Introduction Visual characteristics of paintings such as color, brushwork, and composition constitute a large body of artistic concepts that facilitate expert analysis in the paintings domain. They closely relate to high-level semantic information of painting such as the artist names, painting styles and art periods. These concepts have been used for painting analysis to support applications such as brush-stroke detection and image annotation [3, 6, 9, 12, 13].

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