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- tutorialApril 2014
A System Framework for Concept- and Credibility-Based Multimedia Retrieval
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 543–546https://doi.org/10.1145/2578726.2582624We present a multimedia retrieval system framework that incorporates components for processing multimedia content in different modes and languages. The framework provides concept-based information retrieval facilities that applies credibility ...
- tutorialApril 2014
SocialZap: Catch-up on Interesting Television Fragments Discovered from Social Media
- Svetlana Kordumova,
- Christoph Kofler,
- Dennis C. Koelma,
- Bouke Huurnink,
- Bauke Freiburg,
- Joris Kleinveld,
- Manuel van Rijn,
- Marco van Deursen,
- Martha Larson,
- Cees G. M. Snoek
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 538–540https://doi.org/10.1145/2578726.2582622In this paper we present SocialZap, a multimedia search engine that finds the most interesting fragments, zap points, in a television broadcast based on microblog posts and socially tagged photos. The main novelty of SocialZap is the fully-automatic ...
- tutorialApril 2014
VideoJot: A Multifunctional Video Annotation Tool
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 534–537https://doi.org/10.1145/2578726.2582621Videos are becoming more and more a tool of communication. There are how-to videos, people are discussing actions of others based on their recorded performance, e.g., in soccer, or they simply record videos of great moments and show them to friends and ...
- tutorialApril 2014
A Low-cost Serious Game Therapy Environment with Inverse Kinematic Feedback for Children Having Physical Disability
- Md. Abdur Rahman,
- Delwar Hossain,
- Ahmad M. Qamar,
- Faizan Ur Rehman,
- Asad H. Toonsi,
- Mohamed Ahmed,
- Abdulmotaleb El Saddik,
- Saleh Basalamah
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 529–531https://doi.org/10.1145/2578726.2582619Recently, the use of non-invasive ways to track joint motion in the human body has drawn significant attention in the therapy domain. One of the reasons for this popularity is due to availability of economically priced 3D motion sensors. In this paper, ...
- tutorialApril 2014
A Visualization Tool for Violent Scenes Detection
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 522–523https://doi.org/10.1145/2578726.2582616We present a browser-based visualization tool that allows users to explore movies and online videos based on the violence level of these videos. The system offers visualizations of annotations and results of the MediaEval 2012 Affect Task and can ...
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- tutorialApril 2014
Mobile Music Genius: Reggae at the Beach, Metal on a Friday Night?
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 507–510https://doi.org/10.1145/2578726.2582612The amount of music consumed while on the move has been spiraling during the past couple of years, which requests for intelligent music recommendation techniques. In this demo paper, we introduce a context-aware mobile music player named "Mobile Music ...
- tutorialApril 2014
Salient features for visual word based image copy detection
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 475–478https://doi.org/10.1145/2578726.2578797Image copy detection is a major challenge with regard to computational efficiency, memory requirements and accuracy. A popular approach from the literature is to use visual words (or Bag-of-Words) constructed from real value (SIFT and SURF) and binary ...
- tutorialApril 2014
Few-Example Video Event Retrieval using Tag Propagation
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 459–462https://doi.org/10.1145/2578726.2578793An emerging topic in multimedia retrieval is to detect a complex event in video using only a handful of video examples. Different from existing work which learns a ranker from positive video examples and hundreds of negative examples, we aim to query ...
- tutorialApril 2014
The Rijksmuseum Challenge: Museum-Centered Visual Recognition
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 451–454https://doi.org/10.1145/2578726.2578791This paper offers a challenge for visual classification and content-based retrieval of artistic content. The challenge is posed from a museum-centric point of view offering a wide range of object types including paintings, photographs, ceramics, ...
- tutorialApril 2014
Selective Multi-cotraining for Video Concept Detection
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 443–446https://doi.org/10.1145/2578726.2578789Research interest in cotraining is increasing which combines information from usually two classifiers to iteratively increase training resources and strengthen the classifiers. We try to select classifiers for cotraining when more than two ...
- tutorialApril 2014
Instance classification with prototype selection
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 431–434https://doi.org/10.1145/2578726.2578786We address the problem of instance classification: our goal is to annotate images with tags corresponding to objects classes which exhibit small intra-class variations such as logos, products or landmarks. We propose a novel algorithm for the selection ...
- tutorialApril 2014
Robust aggregation of GWAP tracks for local image annotation
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 403–406https://doi.org/10.1145/2578726.2578779The possibility of assigning labels to localized regions in an image enables flexible image retrieval paradigms. However, the process of automatically segmenting and tagging images is notoriously hard, due to the presence of occlusions, noise, ...
- tutorialApril 2014
Experimental Investigation of Transitions for Mixed Speech and Music Playlist Generation
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 392–398https://doi.org/10.1145/2578726.2578777The Internet and mobile phones allow customizing media content individually. In case of a radio program, beside a good selection of content, the acoustic and semantic quality of the transitions between pieces of audio material also play a significant ...
- tutorialApril 2014
Multi-Modal Image Retrieval for Complex Queries using Small Codes
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 321–328https://doi.org/10.1145/2578726.2578767We propose a unified framework for image retrieval capable of handling complex and descriptive queries of multiple modalities in a scalable manner. A novel aspect of our approach is that it supports query specification in terms of objects, attributes ...
- tutorialApril 2014
ReEnact: Sketch based Choreographic Design from Archival Dance Footage
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 313–320https://doi.org/10.1145/2578726.2578766We describe a novel system for synthesising video choreography using sketched visual storyboards comprising human poses (stick men) and action labels. First, we describe an algorithm for searching archival dance footage using sketched pose. We match ...
- tutorialApril 2014
Zero-Example Event Search using MultiModal Pseudo Relevance Feedback
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 297–304https://doi.org/10.1145/2578726.2578764We propose a novel method MultiModal Pseudo Relevance Feedback (MMPRF) for event search in video, which requires no search examples from the user. Pseudo Relevance Feedback has shown great potential in retrieval tasks, but previous works are limited to ...
- tutorialApril 2014
Predicting Viewer Affective Comments Based on Image Content in Social Media
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 233–240https://doi.org/10.1145/2578726.2578756Visual sentiment analysis is getting increasing attention because of the rapidly growing amount of images in online social interactions and several emerging applications such as online propaganda and advertisement. Recent studies have shown promising ...
- tutorialApril 2014
A Real-time Complex Event Discovery Platform for Cyber-Physical-Social Systems
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 201–208https://doi.org/10.1145/2578726.2578755We are living in the Internet of Things (IoT) era where all the (smart) objects around us are connected and communicated with each other to serve our life better without the need of explicit instruction. Soon we have to cope with trillions of ...
- tutorialApril 2014
Viral Video Style: A Closer Look at Viral Videos on YouTube
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 193–200https://doi.org/10.1145/2578726.2578754Viral videos that gain popularity through the process of Internet sharing are having a profound impact on society. Existing studies on viral videos have only been on small or confidential datasets. We collect by far the largest open benchmark for viral ...
- tutorialApril 2014
Multimodal Reranking of Content-based Recommendations for Hyperlinking Video Snippets
ICMR '14: Proceedings of International Conference on Multimedia RetrievalPages 225–232https://doi.org/10.1145/2578726.2578752In this paper, we present an approach for topic-level search and hyperlinking of video snippets, which relies on content-based recommendation and multimodal re-ranking techniques. We identify topic-level segments using transcripts or subtitles and ...