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129
Voted
MM
2015
ACM
35views Multimedia» more  MM 2015»
9 years 11 months ago
Fast and Accurate Content-based Semantic Search in 100M Internet Videos
Large-scale content-based semantic search in video is an interesting and fundamental problem in multimedia analysis and retrieval. Existing methods index a video by the raw concep...
Lu Jiang, Shoou-I Yu, Deyu Meng, Yi Yang, Teruko M...
98
Voted
MM
2015
ACM
13views Multimedia» more  MM 2015»
9 years 11 months ago
Image Tagging via Cross-Modal Semantic Mapping
Images without annotations are ubiquitous on the Internet, and recommending tags for them has become a challenging open task in image understanding. A common bottleneck of related...
Zhi-Hong Deng, Hongliang Yu, Yunlun Yang
96
Voted
MM
2015
ACM
7views Multimedia» more  MM 2015»
9 years 11 months ago
Using Photo Similarity and Weighted Graphs for the Temporal Synchronization of Event-Centered Multi-User Photo Collections
This paper describes a method to temporally align photo collections that have been created during the same event by different users using their own unsynchronized digital photo c...
Konstantinos Apostolidis, Vasileios Mezaris
97
Voted
MM
2015
ACM
16views Multimedia» more  MM 2015»
9 years 11 months ago
Accelerating Large-scale Image Retrieval on Heterogeneous Architectures with Spark
Apache Spark is a general-purpose cluster computing system for big data processing and has drawn much attention recently from several fields, such as pattern recognition, machine...
Hanli Wang, Bo Xiao, Lei Wang, Jun Wu
100
Voted
MM
2015
ACM
15views Multimedia» more  MM 2015»
9 years 11 months ago
Modeling Perspective Effects in Photographic Composition
Automatic understanding of photo composition is a valuable technology in multiple areas including digital photography, multimedia advertising, entertainment, and image retrieval. ...
Zihan Zhou, Siqiong He, Jia Li, James Ze Wang