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MM
2015
ACM
13views Multimedia» more  MM 2015»
3 years 7 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
MM
2015
ACM
7views Multimedia» more  MM 2015»
3 years 7 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
MM
2015
ACM
16views Multimedia» more  MM 2015»
3 years 7 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
MM
2015
ACM
15views Multimedia» more  MM 2015»
3 years 7 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
MM
2015
ACM
19views Multimedia» more  MM 2015»
3 years 7 months ago
SHOE: Sibling Hashing with Output Embeddings
We present a supervised binary encoding scheme for image retrieval that learns projections by taking into account similarity between classes obtained from output embeddings. Our m...
Sravanthi Bondugula, Varun Manjunatha, Larry S. Da...
MM
2015
ACM
24views Multimedia» more  MM 2015»
3 years 7 months ago
Image Retrieval by Cross-Media Relevance Fusion
How to estimate cross-media relevance between a given query and an unlabeled image is a key question in the MSR-Bing Image Retrieval Challenge. We answer the question by proposing...
Jianfeng Dong, Xirong Li, Shuai Liao, Jieping Xu, ...
MM
2015
ACM
16views Multimedia» more  MM 2015»
3 years 7 months ago
Query-by-Emoji Video Search
This technical demo presents Emoji2Video, a query-by-emoji interface for exploring video collections. Ideogram-based video search and representation presents an opportunity for an...
Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek
MM
2015
ACM
48views Multimedia» more  MM 2015»
3 years 7 months ago
Unsupervised Cosegmentation based on Global Graph Matching
Cosegmentation is defined as the task of segmenting a common object from multiple images. Hitherto, graph matching has been known as a promising approach because of its flexibil...
Takanori Tamanaha, Hideki Nakamaya
MM
2015
ACM
4views Multimedia» more  MM 2015»
3 years 7 months ago
Image2Emoji: Zero-shot Emoji Prediction for Visual Media
We present Image2Emoji, a multi-modal approach for generating emoji labels for an image in a zero-shot manner. Different from existing zero-shot image-to-text approaches, we expl...
Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek
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