Advances in Multimedia Modeling: 18th International by Alan Hanjalic (auth.), Klaus Schoeffmann, Bernard Merialdo, PDF

By Alan Hanjalic (auth.), Klaus Schoeffmann, Bernard Merialdo, Alexander G. Hauptmann, Chong-Wah Ngo, Yiannis Andreopoulos, Christian Breiteneder (eds.)

ISBN-10: 3642273548

ISBN-13: 9783642273544

ISBN-10: 3642273556

ISBN-13: 9783642273551

This ebook constitutes the refereed complaints of the 18th foreign Multimedia Modeling convention, MMM 2012, held in Klagenfurt, Austria, in January 2012. The 38 revised common papers, 12 certain consultation papers, 15 poster consultation papers, and six demo consultation papers have been rigorously reviewed and chosen from 142 submissions. The papers are equipped within the following topical sections: annotation, annotation and interactive multimedia purposes, occasion and job, mining and cellular multimedia functions, seek, summarization and visualization, visualization and complicated multimedia structures, and the specific classes: interactive and immersive leisure and communique, multimedia protection: easy methods to be sure multimedia entry through the years, multi-modal and cross-modal seek, and video surveillance.

Show description

Read Online or Download Advances in Multimedia Modeling: 18th International Conference, MMM 2012, Klagenfurt, Austria, January 4-6, 2012. Proceedings PDF

Best international books

Service Industries and Asia Pacific Cities: New Development by Peter Daniels PDF

Throughout the moment 1/2 the 20th century, improvement within the Asia-Pacific sector has been ruled via industrialization. in spite of the fact that, at the start of the twenty-first century, prone, specifically, finance, details and artistic providers, became deeply embedded within the approaches of city development.

Taxation in an integrating world by Vito Tanzi PDF

This paintings is a part of the Integrating nationwide Economies sequence. As worldwide markets for items, companies and fiscal resources became more and more built-in, nationwide governments now not have as a lot keep an eye on over financial markets. With the crowning glory of the Uruguay around of the GATT talks, the area economic climate has entered a clean part requiring various principles and various degrees of foreign cooperation.

Distributed Computing: 24th International Symposium, DISC by Marcos K. Aguilera, Michel Raynal (auth.), Nancy A. Lynch, PDF

This e-book constitutes the refereed court cases of the twenty fourth overseas Symposium on dispensed Computing, DISC 2010, held in Cambridge, CT, united states, in September 2010. The 32 revised complete papers, chosen from a hundred thirty five submissions, are awarded including 14 short bulletins of ongoing works; them all have been rigorously reviewed and chosen for inclusion within the e-book.

New PDF release: Proceedings of International Conference on VLSI,

This publication is a set of papers provided through popular researchers, keynote audio system, and academicians within the overseas convention on VLSI, verbal exchange, Analog Designs, indications & platforms and Networking (VCASAN-2013), equipped by means of B. N. M. Institute of know-how, Bangalore, India in the course of July 17–19, 2013.

Additional info for Advances in Multimedia Modeling: 18th International Conference, MMM 2012, Klagenfurt, Austria, January 4-6, 2012. Proceedings

Sample text

In both cases, the combined method improves over the segment-level one. 2%). Importantly, it also improves over state-of-the-art TagProp alone. Therefore, our method also improves over other works such as [9,13], which were outperformed by TagProp (see scores for MBRM or TGLM within [11]). 10 Conclusion We have presented a unified view on image-level and segment-level methods, where existing works can be casted in a common framework. We have proposed new models for some of the stages and, importantly, novel models to perform joint prediction on both levels.

The steps are repeated until convergence. 3 Label-To-Region (LTR) This is the approach described in the recent work of [16]. It consists of two stages. First, corresponding segments between image with common labels are found. Second, labels are assigned to segments based on these correspondences. In the first stage, a segment s in an image Ii is approximated in the feature space as a sparse linear combination of segments s ∈ S in other images I\Ii sharing at least one label. Then, labels are transferred to s from S according to the sparse linear combination.

Ca/research/data/eccv_2002/ 26 D. Kuettel, M. Guillaumin, and V. Ferrari Table 2. Pixel annotation results on the SIFT-Flow dataset Name (Parameters) Overall acc. 9% Table 3. Image annotation results on the Corel5k dataset. TagProp is abbreviated as TP and SegProp as SP. Name (Parameters) Token Model (Q = 2300) SP (Q = 2300, K = 50) SP (K = 50) Global SP (R = 10, K = 5) TP (K = 200) TP+Token TP+SP TP+Global SP (K = 200, R = 10, T = 5) A TP TP TP - B Token Token Copy Copy Token Copy Copy C D E Token Max.

Download PDF sample

Advances in Multimedia Modeling: 18th International Conference, MMM 2012, Klagenfurt, Austria, January 4-6, 2012. Proceedings by Alan Hanjalic (auth.), Klaus Schoeffmann, Bernard Merialdo, Alexander G. Hauptmann, Chong-Wah Ngo, Yiannis Andreopoulos, Christian Breiteneder (eds.)


by Richard
4.2

Rated 4.91 of 5 – based on 34 votes