M. Lux

Publications172
h-index25
Citations2,682
Highly Influential Citations165
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The Web 2.0 way of learning with technologies
TLDR
The background of Web 2.0 is explained, the implications for knowledge transfer in general are investigated, and its particular use in eLearning contexts is discussed with the help of short scenarios.
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Lire: lucene image retrieval: an extensible java CBIR library
LIRe (Lucene Image Retrieval) is a light weight open source Java library for content based image retrieval. It provides common and state of the art global image features and offers means for indexing…
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KVASIR: A Multi-Class Image Dataset for Computer Aided Gastrointestinal Disease Detection
TLDR
KVASIR is a dataset containing images from inside the gastrointestinal (GI) tract that contains two categories of images related to endoscopic polyp removal and is important for research on both single and multi-disease computer aided detection.
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HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy
TLDR
The HyperKvasir dataset is presented, the largest image and video dataset of the gastrointestinal tract available today and can play a valuable role in developing better algorithms and computer-assisted examination systems not only for gastro- and colonoscopy, but also for other fields in medicine.
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Caliph & Emir: MPEG-7 photo annotation and retrieval
  • M. Lux
  • Computer Science
    ACM Multimedia
  • 19 October 2009
Caliph & Emir are Java-based applications for image annotation and retrieval. They implement a large part of MPEG-7 descriptors and support annotation and retrieval based on the descriptors. Manual…
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Visual information retrieval using Java and LIRE
TLDR
This tutorial presents an overview of visual information retrieval concepts, techniques, algorithms, and applications and discusses the challenges associated with building real-world, large scale VIR solutions, including a brief overview of publicly available datasets used in worldwide challenges, contests, and benchmarks.
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Overview of ImageCLEFlifelog 2019: Solve My Life Puzzle and Lifelog Moment Retrieval
TLDR
In this edition, the task was composed of two subtasks (challenges): the Lifelog Moments Retrieval (LMRT) challenge that followed the same format as in the previous edition, and the Solve My Life Puzzle (Puzzle), a brand new task that focused on rearranging lifelog moments in temporal order.
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A classification scheme for user intentions in image search
TLDR
This poster presents a classification scheme for user goals in image search and describes the ongoing work focusing on identification and classification of user intentions during image search tasks.
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LIRE: open source image retrieval in Java
  • M. Lux
  • Computer Science
    ACM Multimedia
  • 21 October 2013
TLDR
An overview on LIRE is given, its use, capabilities and reports on retrieval and runtime performance, that provides a simple way to index and retrieve millions of images based on the images' contents.
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Localizing global descriptors for content-based image retrieval
TLDR
The proposed descriptors manage to outperform common SIFT- and SURF-based approaches while they perform comparably, if not better, against recent state-of-the-art methods that base their success on much more complex data manipulation.
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