Proceedings of the 20th ACM international conference on Multimedia最新文献_第8页

Sketch2Tag: automatic hand-drawn sketch recognition Sketch2Tag:自动手绘草图识别

Proceedings of the 20th ACM international conference on Multimedia Pub Date : 2012-10-29 DOI: 10.1145/2393347.2396429

Zhenbang Sun, Changhu Wang, Liqing Zhang, Lei Zhang

引用次数: 7

Joint semantic segmentation by searching for compatible-competitive references 通过搜索兼容竞争参考的联合语义分割

Proceedings of the 20th ACM international conference on Multimedia Pub Date : 2012-10-29 DOI: 10.1145/2393347.2396310

Ping Luo, Xiaogang Wang, Liang Lin, Xiaoou Tang

{"title":"Joint semantic segmentation by searching for compatible-competitive references","authors":"Ping Luo, Xiaogang Wang, Liang Lin, Xiaoou Tang","doi":"10.1145/2393347.2396310","DOIUrl":"https://doi.org/10.1145/2393347.2396310","url":null,"abstract":"This paper presents a framework for semantically segmenting a target image without tags by searching for references in an image database, where all the images are unsegmented but annotated with tags. We jointly segment the target image and its references by optimizing both semantic consistencies within individual images and correspondences between the target image and each of its references. In our framework, we first retrieve two types of references with a semantic-driven scheme: i) the compatible references which share similar global appearance with the target image; and ii) the competitive references which have distinct appearance to the target image but similar tags with one of the compatible references. The two types of references have complementary information for assisting the segmentation of the target image. Then we construct a novel graphical representation, in which the vertices are superpixels extracted from the target image and its references. The segmentation problem is posed as labeling all the vertices with the semantic tags obtained from the references. The method is able to label images without the pixel-level annotation and classifier training, and it outperforms the state-of-the-arts approaches on the MSRC-21 database.","PeriodicalId":212654,"journal":{"name":"Proceedings of the 20th ACM international conference on Multimedia","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123973698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Exploring and browsing photos through characteristic geographic tag regions 通过特色地理标签区域探索和浏览照片

Proceedings of the 20th ACM international conference on Multimedia Pub Date : 2012-10-29 DOI: 10.1145/2393347.2396438

B. Thomee, Adam Rae

引用次数: 3

Interactive data-driven discovery of temporal behavior models from events in media streams 交互式数据驱动的从媒体流中的事件中发现时间行为模型

Proceedings of the 20th ACM international conference on Multimedia Pub Date : 2012-10-29 DOI: 10.1145/2393347.2393413

Chreston A. Miller, Francis K. H. Quek

引用次数: 7

Session details: Poster Session 3 会议详情:海报会议3

Proceedings of the 20th ACM international conference on Multimedia Pub Date : 2012-10-29 DOI: 10.1145/3246412

S. Panchanathan

引用次数: 0

Privacy concerns in multimedia and their solutions 多媒体中的隐私问题及其解决方案

Proceedings of the 20th ACM international conference on Multimedia Pub Date : 2012-10-29 DOI: 10.1145/2393347.2396551

G. Friedland

引用次数: 1

On the music content authentication 关于音乐内容认证

Proceedings of the 20th ACM international conference on Multimedia Pub Date : 2012-10-29 DOI: 10.1145/2393347.2396393

Wei Li, Bilei Zhu, Zhurong Wang

{"title":"On the music content authentication","authors":"Wei Li, Bilei Zhu, Zhurong Wang","doi":"10.1145/2393347.2396393","DOIUrl":"https://doi.org/10.1145/2393347.2396393","url":null,"abstract":"Digital audio has been ubiquitous over the past decade. Since it can be easily modified by editing tools, there has been a strong need to protect its content for secure multimedia applications. Existing audio authentication algorithms are mainly focused on either human speech or general audio with music as part of the test data, while special research on music authentication has been somewhat neglected. In this article, we propose a novel algorithm to protect the integrity and authenticity of music signals. Its main contributions include: (1) Music is segmented into beat-based frames, which not only endows the authentication units with more semantic meaning but also perfectly resolves the challenging synchronization problem; (2) Robust hashes are generated from Chroma-based mid-level audio feature which can appropriately characterize the music content, and integrated with an encryption procedure to ensure the security against malicious block-wise vector quantization attack; (3) Fuzzy logic is adopted to make the authentication decision in light of three measures defined on bit errors, coinciding with the inherent blurred nature of authentication. Experiments exhibit good discriminative ability between admissible and malicious operations.","PeriodicalId":212654,"journal":{"name":"Proceedings of the 20th ACM international conference on Multimedia","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130076902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Content is dead: long-live content! 内容已死:内容万岁!

Proceedings of the 20th ACM international conference on Multimedia Pub Date : 2012-10-29 DOI: 10.1145/2393347.2393355

Lexing Xie, David A. Shamma, Cees G. M. Snoek

引用次数: 2

Discovering areas of interest with geo-tagged images and check-ins 发现感兴趣的区域与地理标记的图像和签到

Proceedings of the 20th ACM international conference on Multimedia Pub Date : 2012-10-29 DOI: 10.1145/2393347.2393429

Jiajun Liu, Zi Huang, Lei Chen, Heng Tao Shen, Zhixian Yan

{"title":"Discovering areas of interest with geo-tagged images and check-ins","authors":"Jiajun Liu, Zi Huang, Lei Chen, Heng Tao Shen, Zhixian Yan","doi":"10.1145/2393347.2393429","DOIUrl":"https://doi.org/10.1145/2393347.2393429","url":null,"abstract":"Geo-tagged image is an ideal source for the discovery of popular travel places. However, the aspects of popular venues for daily-life purposes like dining and shopping are often missing in the mined locations from geo-tagged images. Fortunately check-in websites provide us a unique opportunity of analyzing people's preferences in their daily lives to complement the knowledge mined from geo-tagged images. This paper presents a novel approach for the discovery of Areas of Interest (AoI). By analyzing both geo-tagged images and check-ins, the approach exploits travelers' flavors as well as the preferences of daily-life activities of local residents to find AoI in a city. The proposed approach consists of two major steps. Firstly, we devise a density-based clustering method to discover AoI, mainly based on the image densities but also reinforced by the secondary densities from the images' neighboring venues. Then we propose a novel joint authority analysis framework to rank AoI. The framework simultaneously considers both the location-location transitions, and the user-location relations. An interactive presentation interface for visualizing AoI is also presented. The approach is tested with very large datasets for Shanghai city. They consist of 49,460 geo-tagged images from Panoramio.com, and 1,361,547 check-ins from the check-in website Qieke.com. By evaluating the ranking accuracy and quality of AoI, we demonstrate great improvements of our method over compared methods.","PeriodicalId":212654,"journal":{"name":"Proceedings of the 20th ACM international conference on Multimedia","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122011761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 67

Multimedia recommendation 多媒体推荐

Proceedings of the 20th ACM international conference on Multimedia Pub Date : 2012-10-29 DOI: 10.1145/2393347.2396554

Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui

引用次数: 2