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A Domain-based Late-Fusion for Disaster Image Retrieval from Social Media

Authors: 

Minh Son Dao, Quang Nhat Minh Pham, Duc Tien Dang Nguyen

Publication Type: 
Refereed Conference Meeting Proceeding
Abstract: 
We introduce a domain-specific and late-fusion algorithm to cope with the challenge raised in The MediaEval 2017 Multimedia Satel- lite Task. Several known techniques are integrated based on domain specific criteria such as late fusion, tuning, ensemble learning, object detection using deep learning, and temporal-spatial-based event confirmation. Experimental results show that the proposed algorithm can overcome the main challenges of the proper discrimination of the water levels in different areas as well as the consideration of different types of flooding events.
Conference Name: 
MediaEval 2017 Multimedia Benchmark Workshop
Proceedings: 
Proceedings of the MediaEval 2017 Multimedia Benchmark Workshop
Digital Object Identifer (DOI): 
10.na
Publication Date: 
13/09/2017
Conference Location: 
Ireland
Research Group: 
Institution: 
Dublin City University (DCU)
Open access repository: 
Yes