End-to-end training from scratch of current deep architectures for new computer vision
problems would require Imagenet-scale datasets, and this is not always possible. In this …

Darknet is commonly known as the epicenter of illegal online activities. An analysis of
darknet traffic is essential to monitor real-time applications and activities running over the …

The ImageCLEF 2011 Photo Annotation and Concept-based Retrieval Tasks pose the
challenge of an automated annotation of Flickr images with 99 visual concepts and the …

In this paper, we introduce the MLM (Multiple Languages and Modalities) dataset-a new
resource to train and evaluate multitask systems on samples in multiple modalities and three …

Image captioning is to generate captions for a given image based on the content of the
image. To describe an image efficiently, it requires extracting as much information from it as …

Data visualizations in news articles (eg, maps, line graphs, bar charts) greatly enrich the
content of news articles and result in well-established improvements to reader …

Abstract 2019 marks the 20^ th birthday for CLEF, an evaluation campaign activity which has
applied the Cranfield evaluation paradigm to the testing of multilingual and multimodal …

Main goal of this work is to show the improvement of using a textual pre-filtering combined
with an image re-ranking in a Multimedia Information Retrieval task. The defined three step …

A new image feature vector named, local color oppugnant quantized extrema pattern
(LCOQEP) is proffered in this paper. In the proposed method, color-texture information …

This paper deals with the problem of image retrieval in large databases with a big semantic
gap by a relevance feedback procedure. We present a novel algorithm for modelling the …