Multimedia COMMONS 2016
Workshop Date: Sunday, October 16, 2016
This Year's Theme: Datasets, Evaluation, and Reproducibility
9:00 - MMCommons Workshop Welcome9:10
- Keynote Address: Roeland Ordelman, University of Twente & Netherlands Institute for Sound and Vision "Developing Benchmarks: The Importance of the Process and New Paradigms"
This talk will describe insights gained in the development process for several benchmarking programs over the last decade, as well as new angles seen in new benchmarking settings. View Abstract
10:10 - Plenary Session 1: The YFCC100M and the Multimedia Commons -- What Is It and How Can I Get it?
Brief introduction
to the YFCC100M metadata corpus and expansions, to the Multimedia Commons corpora of computed features contributed by several institutions, and to subset annotations for location estimation (YLI-GEO) and
event detection (YLI-MED). Presenters will summarize what’s in the
datasets, how they were collected/extracted, and how to get them. 10:30 - Morning Tea/Coffee Break 11:00 - Paper Session 1: Retrieval at Scale
Recent research using the YFCC100M and Multimedia Commons data explores how to both address and leverage the scale of the dataset for recognition, classification, and retrieval. - "In-Depth Exploration of Geotagging Performance Using Sampling Strategies on YFCC100M" -- Giorgos Kordopatis-Zilos, Symeon Papadopoulos, and Yiannis Kompatsiaris (CERTH-ITI) -- VIEW SLIDES
- "YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval"
-- Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, and Fausto Rabitti
(ISTI-CNR) -- VIEW SLIDES
- "Concept-Level Multimodal Ranking of Flickr Photo Tags via Recall Based Weighting"
-- Rajiv Shah, Yi Yu, Suhua Tang, Shin'Ichi Satoh, Akshay Verma, and Roger Zimmermann (NUS, NII, UEC, and MNNIT) -- VIEW SLIDES
12:15 - Lunch Break
13:45 - Paper Session 2: Exploring the YFCC100MInsights into the content and structure of the YFCC100M provide a basis for dataset comparison and for analysis of how people share media online.
- "Analysis of Spatial, Temporal, and Content Characteristics of Videos
in the YFCC100M Dataset" -- Jun-Ho Choi and Jong-Seok Lee (Yonsei U.) -- VIEW SLIDES
- "Which
Languages Do People Speak on Flickr? A Language and Geo-Location Study
of the YFCC100M Dataset" -- Alireza Koochali, Sebastian Kalkowski,
Andreas Dengel, Damian Borth, and Christian Schulze (DFKI and U.
Kaiserslautern)
14:35 - Afternoon Tea/Coffee Break15:05 - Interactive Panel and Discussion: Where Are the Opportunities for Research Impact?
What
can we do with the YFCC100M that's new? What opportunities might we be
missing? What tasks most benefit science and society? Panelists representing three broad areas of analysis (content, metadata, and social) will
start the discussion off, then bring in the audience for a
fishbowl-style discussion. Moderated by Martha Larson (TU Delft). 16:15 - Plenary Session 2: Future of the Multimedia Commons
An overview and open discussion of next steps for data, options for sustainability, and potential new tasks and challenges related to the YFCC100M and the Multimedia Commons. 16:40 - Adjourn
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