In this paper, we propose a deep convolutional neural network (DCNN) architecture that
addresses the problem of video/image concept annotation by exploiting concept relations at …

Multilabel classification (MLC) is a challenging task in real-world applications, such as
project document classification which led us to conduct this research. In the past decade …

River restoration projects are widely implemented around the world. Such projects are
usually complicated endeavors. Engineering, environmental, and social impacts must be …

This paper provides an overview of the runs submitted to TRECVID 2015 by ITI-CERTH.
ITICERTH participated in the Semantic Indexing (SIN), Multimedia Event Detection (MED) …

Presents a mathematical justification of the technique of force-directed scheduling and
propose two modifications of the basic algorithm introduced by Paulin and Knight. The newly …

In this paper we propose an online multi-task learning algorithm for video concept detection.
In particular, we extend the Efficient Lifelong Learning Algorithm (ELLA) in the following …

This paper presents an open platform, which collects multimodal environmental data related
to air quality from several sources including official open sources, social media and citizens …

This paper presents VERGE interactive search engine, which is capable of browsing and
searching into video content. The system integrates content-based analysis and retrieval …

Thanks to the spread of digital photography and available devices, taking photographs has
become effortless and tolerated nearly everywhere. This makes people easily ending up …

In this paper a discriminant analysis (DA) technique called accelerated generalised
subclass discriminant analysis (AGSDA) and its GPU implementation are presented. This …