面向文化遗产领域的移动视觉搜索模型研究
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摘要
针对文化遗产知识检索方式单一、服务缺乏个性化等不足,提出面向文化遗产领域的移动视觉搜索(Mobile Visual Search,MVS)模型。该模型以读者为中心,将MVS无缝融入读者的文化遗产知识活动中,并根据读者情境提供相应的智慧服务。文章分析了文化遗产数字化建设中MVS的必要性,重点介绍了面向文化遗产领域的MVS模型的体系结构,探讨模型实现的技术框架。
In view of the lack of flexibility and personalized services in the knowledge retrieval of cultural heritage,this paper presents an alternative mobile visual search(MVS) model. This new model is centered on the user. It seamlessly incorporates MVS into user's cultural heritage knowledge activities and provides smart services according to his or her context. In this paper,the importance of MVS in the digital construction of cultural heritage is firstly analyzed. The MVS model for cultural heritage is then introduced. On this basis, the technological framework of the model implementation is discussed.
In view of the lack of flexibility and personalized services in the knowledge retrieval of cultural heritage,this paper presents an alternative mobile visual search(MVS) model. This new model is centered on the user. It seamlessly incorporates MVS into user's cultural heritage knowledge activities and provides smart services according to his or her context. In this paper,the importance of MVS in the digital construction of cultural heritage is firstly analyzed. The MVS model for cultural heritage is then introduced. On this basis, the technological framework of the model implementation is discussed.
引文
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[2]张兴旺,李晨晖.数字图书馆移动视觉搜索机制建设的若干关键问题[J].图书情报工作,2015(15):42-48.
[3]贾秀清,王珏.数字化手段在我国文化遗产传承与创新领域中的应用[J].现代传播(中国传媒大学学报),2012,34(2):112-115.
[4]黄小驹.故宫与IBM打造“超越时空的紫禁城”[N].中国文化报,2006-06-17(01).
[5]连晓芳.30年了,“数字敦煌”日渐清晰[N].中国文化报,2017-05-04(07).
[6]黄永林,谈国新.中国非物质文化遗产数字化保护与开发研究[J].华中师范大学学报(人文社会科学版),2012,51(2):49-55.
[7]付跃安.图书馆地方文化遗产数字化研究[J].图书馆论坛,2016,36(11):27-36.
[8]包鑫.地方高校图书馆非物质文化遗产特色数据库建设--以黑龙江省西部少数民族地区为例[J].图书馆学刊,2017,39(1):58-61,90.
[9]Chen D M,Tsai S S,Chandrasekhar V,et al.Tree histogram coding for mobile image matching[C]//Proceedings of the 2009 Data Compression Conference.Palo Alto,California:IEEE Computer Society,2009:143-152.
[10]Duan L Y,Liu X K,Chen J,et al.Optimizing JPEGquantization table for low bit rate mobile visual search[C]//Visual Communications and Image Processing,(VCIP).[s.l]:IEEE,2012:1-6.
[11]Chen D M,Girod B.A Hybrid Mobile Visual Search System With Compact Global Signatures[J].IEEE Trans actions on Multimedia,2015,17(7):1019-1030.
[12]Matsuzaki K,Uchida Y,Sakazawa S,et al.Local feature reliability measure using multiview synthetic images for mobile visual search[C]//laprAsianConference on Pattern Recognition.IEEE,2015:156-160.
[13]赵宇翔,朱庆华.大数据环境下移动视觉搜索的游戏化机制设计[J].情报资料工作,2016(4):19-25.
[14]刘喜球,张兴旺.移动视觉搜索:“互联网+”时代数字图书馆信息检索新模式[J].情报理论与实践,2016,39(5):58-63.
[15]张亭亭,赵宇翔,朱庆华.数字图书馆移动视觉搜索的众包模式初探[J].情报资料工作,2016(4):11-18.
[16]刘建军.基于图像局部不变特征的类属超图构建与目标识别技术研究[D].长沙:国防科学技术大学,2010.
[17]Berge C.Graphs and hypergraphs[M].Amsterdam:North-Holland Publishing Company,1973:1307-1315.
[18]黄晟.图像特征提取与分类超图的学习算法研究[D].重庆:重庆大学,2015.
[19]袁飞,朱利,张磊.利用超图图割的图像共分割算法[J].西安交通大学学报,2014,48(2):20-24,37.
[20]Cai J J,Zha Z J,Wang M,et al.An Attribute-Assisted Reranking Model for Web Image Search[J].IEEE Tra nsactions on Image Processing,2014,24(1):261-272.