Multi Modal Hash Learning

Author : Lei Zhu
Publisher : Springer Nature
ISBN 13 : 3031372913
Total Pages : 217 pages
Book Rating : 4.19/5 ( download)

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Download or read book Multi-modal Hash Learning written by Lei Zhu and published by Springer Nature. This book was released on 2023-08-04 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book systemically presents key concepts of multi-modal hashing technology, recent advances on large-scale efficient multimedia search and recommendation, and recent achievements in multimedia indexing technology. With the explosive growth of multimedia contents, multimedia retrieval is currently facing unprecedented challenges in both storage cost and retrieval speed. The multi-modal hashing technique can project high-dimensional data into compact binary hash codes. With it, the most time-consuming semantic similarity computation during the multimedia retrieval process can be significantly accelerated with fast Hamming distance computation, and meanwhile the storage cost can be reduced greatly by the binary embedding. The authors introduce the categorization of existing multi-modal hashing methods according to various metrics and datasets. The authors also collect recent multi-modal hashing techniques and describe the motivation, objective formulations, and optimization steps for context-aware hashing methods based on the tag-semantics transfer.

Author : Xichun Zhang
Publisher : Springer
ISBN 13 : 9811000808
Total Pages : 242 pages
Book Rating : 4.05/5 ( download)

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Download or read book Social Media Processing written by Xichun Zhang and published by Springer. This book was released on 2015-11-26 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed papers of the 4th National Conference of Social Media Processing, SMP 2015, held in Guangzhou, China, in November 2015. The 14 revised full papers and 9 short papers presented were carefully reviewed and selected from 105 submissions. The papers address issues such as: mining social media and applications; natural language processing; data mining; information retrieval; emergent social media processing problems.

Author : Bohan Li
Publisher : Springer Nature
ISBN 13 : 3031251989
Total Pages : 570 pages
Book Rating : 4.86/5 ( download)

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Download or read book Web and Big Data written by Bohan Li and published by Springer Nature. This book was released on 2023-02-09 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume set, LNCS 13421, 13422 and 13423, constitutes the thoroughly refereed proceedings of the 6th International Joint Conference, APWeb-WAIM 2022, held in Nanjing, China, in August 2022. The 75 full papers presented together with 45 short papers, and 5 demonstration papers were carefully reviewed and selected from 297 submissions. The papers are organized around the following topics: Big Data Analytic and Management, Advanced database and web applications, Cloud Computing and Crowdsourcing, Data Mining, Graph Data and Social Networks, Information Extraction and Retrieval, Knowledge Graph, Machine Learning, Query processing and optimization, Recommender Systems, Security, privacy, and trust and Blockchain data management and applications, and Spatial and multi-media data.

Author : Zhiqin Zhu
Publisher : Frontiers Media SA
ISBN 13 : 283253693X
Total Pages : 207 pages
Book Rating : 4.33/5 ( download)

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Download or read book Multi-Sensor Imaging and Fusion: Methods, Evaluations, and Applications written by Zhiqin Zhu and published by Frontiers Media SA. This book was released on 2023-10-25 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Udai Pratap Rao
Publisher : Springer Nature
ISBN 13 : 9819935695
Total Pages : 424 pages
Book Rating : 4.97/5 ( download)

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Download or read book Security, Privacy and Data Analytics written by Udai Pratap Rao and published by Springer Nature. This book was released on 2023-09-19 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the International Conference on Security, Privacy and Data Analytics, ISPDA 2022. The volume covers topics, including big data and analytics, cloud security and privacy, data intelligence, hardware security, network security, blockchain technology and distributed ledger, machine learning for security, and many others. The volume includes novel contributions and the latest developments from researchers across industry and academia working in security, privacy, and data analytics from technological and social perspectives. This book will emerge as a valuable reference for researchers, instructors, students, scientists, engineers, managers, and industry practitioners across the globe.

Author : Vittorio Ferrari
Publisher : Springer
ISBN 13 : 3030012670
Total Pages : 889 pages
Book Rating : 4.70/5 ( download)

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Download or read book Computer Vision – ECCV 2018 written by Vittorio Ferrari and published by Springer. This book was released on 2018-10-06 with total page 889 pages. Available in PDF, EPUB and Kindle. Book excerpt: The sixteen-volume set comprising the LNCS volumes 11205-11220 constitutes the refereed proceedings of the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018.The 776 revised papers presented were carefully reviewed and selected from 2439 submissions. The papers are organized in topical sections on learning for vision; computational photography; human analysis; human sensing; stereo and reconstruction; optimization; matching and recognition; video attention; and poster sessions.

Author : Yunmook Nah
Publisher : Springer Nature
ISBN 13 : 3030594106
Total Pages : 838 pages
Book Rating : 4.07/5 ( download)

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Download or read book Database Systems for Advanced Applications written by Yunmook Nah and published by Springer Nature. This book was released on 2020-09-21 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 4 volume set LNCS 12112-12114 constitutes the papers of the 25th International Conference on Database Systems for Advanced Applications which will be held online in September 2020. The 119 full papers presented together with 19 short papers plus 15 demo papers and 4 industrial papers in this volume were carefully reviewed and selected from a total of 487 submissions. The conference program presents the state-of-the-art R&D activities in database systems and their applications. It provides a forum for technical presentations and discussions among database researchers, developers and users from academia, business and industry.

Author : AboulElla Hassanien
Publisher : Springer Nature
ISBN 13 : 3031432479
Total Pages : 572 pages
Book Rating : 4.77/5 ( download)

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Download or read book Proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics 2023 written by AboulElla Hassanien and published by Springer Nature. This book was released on 2023-09-17 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings book constitutes the refereed proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics (AISI 2023), which took place in Port Said University, Port Said, Egypt, during September 20–22, 2023, Egypt, and is an international interdisciplinary conference that presents a spectrum of scientific research on all aspects of informatics and intelligent systems, technologies, and applications.

Author : Laurent Amsaleg
Publisher : Springer
ISBN 13 : 3319518119
Total Pages : 742 pages
Book Rating : 4.14/5 ( download)

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Download or read book MultiMedia Modeling written by Laurent Amsaleg and published by Springer. This book was released on 2016-12-30 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 10132 and 10133 constitutes the thoroughly refereed proceedings of the 23rd International Conference on Multimedia Modeling, MMM 2017, held in Reykjavik, Iceland, in January 2017. Of the 149 full papers submitted, 36 were selected for oral presentation and 33 for poster presentation; of the 34 special session papers submitted, 24 were selected for oral presentation and 2 for poster presentation; in addition, 5 demonstrations were accepted from 8 submissions, and all 7 submissions to VBS 2017. All papers presented were carefully reviewed and selected from 198 submissions. MMM is a leading international conference for researchers and industry practitioners for sharing new ideas, original research results and practical development experiences from all MMM related areas, broadly falling into three categories: multimedia content analysis; multimedia signal processing and communications; and multimedia applications and services.

Author : Biao Luo
Publisher : Springer Nature
ISBN 13 : 9819980704
Total Pages : 594 pages
Book Rating : 4.03/5 ( download)

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Download or read book Neural Information Processing written by Biao Luo and published by Springer Nature. This book was released on 2023-11-14 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: The six-volume set LNCS 14447 until 14452 constitutes the refereed proceedings of the 30th International Conference on Neural Information Processing, ICONIP 2023, held in Changsha, China, in November 2023. The 652 papers presented in the proceedings set were carefully reviewed and selected from 1274 submissions. They focus on theory and algorithms, cognitive neurosciences; human centred computing; applications in neuroscience, neural networks, deep learning, and related fields.