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MM
2015
ACM
10views Multimedia» more  MM 2015»
9 years 11 months ago
Learning Socially Embedded Visual Representation from Scratch
Learning image representation by deep model has recently made remarkable achievements for semantic-oriented applications, such as image classification. However, for usercentric t...
Shaowei Liu, Peng Cui, Wenwu Zhu 0001, Shiqiang Ya...
MM
2015
ACM
7views Multimedia» more  MM 2015»
9 years 11 months ago
Impact of Tone-mapping Algorithms on Subjective and Objective Face Recognition in HDR Images
Crowdsourcing is a popular tool for conducting subjective evaluations in uncontrolled environments and at low cost. In this paper, a crowdsourcing study is conducted to investigat...
Pavel Korshunov, Marco V. Bernardo, António...
95
Voted
MM
2015
ACM
22views Multimedia» more  MM 2015»
9 years 11 months ago
Learning Combinations of Multiple Feature Representations for Music Emotion Prediction
Music consists of several structures and patterns evolving through time which greatly influences the human decoding of higher-level cognitive aspects of music like the emotions e...
Jens Madsen, Bjørn Sand Jensen, Jan Larsen
MM
2015
ACM
7views Multimedia» more  MM 2015»
9 years 11 months ago
Geolocation with Subsampled Microblog Social Media
We propose a data-driven geolocation method on microblog text. Key idea underlying our approach is sparse coding, an unsupervised learning algorithm. Unlike conventional positioni...
Miriam Cha, Youngjune L. Gwon, H. T. Kung
MM
2015
ACM
12views Multimedia» more  MM 2015»
9 years 11 months ago
Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology
Every culture and language is unique. Our work expressly focuses on the uniqueness of culture and language in relation to human affect, specifically sentiment and emotion semant...
Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Red...
MM
2015
ACM
15views Multimedia» more  MM 2015»
9 years 11 months ago
Smart Beholder: An Open-Source Smart Lens for Mobile Photography
Smart lenses are detachable lenses connected to mobile devices via wireless networks, which are not constrained by the small form factor of mobile devices, and have potential to d...
Chun-Ying Huang, Chih-Fan Hsu, Tsung-Han Tsai, Chi...
MM
2015
ACM
121views Multimedia» more  MM 2015»
9 years 11 months ago
MatConvNet: Convolutional Neural Networks for MATLAB
MatConvNet is an open source implementation of Convolutional Neural Networks (CNNs) with a deep integration in the MATLAB environment. The toolbox is designed with an emphasis on ...
Andrea Vedaldi, Karel Lenc
MM
2015
ACM
10views Multimedia» more  MM 2015»
9 years 11 months ago
Egocentric Video Summarization of Cultural Tour based on User Preferences
In this paper, we propose a new method to obtain customized video summarization according to specific user preferences. Our approach is tailored on Cultural Heritage scenario and...
Patrizia Varini, Giuseppe Serra, Rita Cucchiara
MM
2015
ACM
29views Multimedia» more  MM 2015»
9 years 11 months ago
Convenient Discovery of Archived Video Using Audiovisual Hyperlinking
This paper overviews ongoing work that aims to support end-users in conveniently exploring and exploiting large audiovisual archives by deploying multiple multimodal linking appro...
Roeland Ordelman, Robin Aly, Maria Eskevich, Benoi...
MM
2015
ACM
20views Multimedia» more  MM 2015»
9 years 11 months ago
Hyper Video Browser: Search and Hyperlinking in Broadcast Media
Massive amounts of digital media is being produced and consumed daily on the Internet. Efficient access to relevant information is of key importance in contemporary society. The H...
Maria Eskevich, Huynh Nguyen, Mathilde Sahuguet, B...