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Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond

Koniusz, Piotr; Tas, Yusuf; Zhang, Hongguang; Harandi, Mehrtash; Porikli, Fatih; Zhang, Rui


We study an open problem of artwork identification and propose a new dataset dubbed Open Museum Identification Challenge (Open MIC). It contains photos of exhibits captured in 10 distinct exhibition spaces of several museums which showcase paintings, timepieces, sculptures, glassware, relics, science exhibits , natural history pieces, ceramics, pottery, tools and indigenosus crafts. The goal of Open MIC is to stimulate research in domain adaptation, egocentric recognition and few-shot learning...[Show more]

CollectionsANU Research Publications
Date published: 2018
Type: Conference paper
Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
DOI: 10.1007/978-3-030-01270-0_48


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