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Web Image Extractor

Type: 
Multimedia
One line description: 
Image feature signatures extractor demo implemented in web browser
Annotation: 

A demo which presents a feature extraction method that captures color and texture information from an image and produces adaptive signatures for similarity search models, where distances like SQFD or EMD can be used. The method and its parallel implementation for GPUs is presented in our publication (listed below). We are currently transforming the code, it can be used as OpenCV module. 

The demo is also a proof of concept that goes against the current trends in web applications. We propose to offload computations from the servers (or cloud) to end users by performing computationally demanding tasks in the browser. In this case, we claim that in a web application that collects the images from the users, the feature extraction process can be performed by the browser while the image is being uploaded.

Developers: 
martin.krulis

P2RANK

Type: 
Bioinformatics & Cheminformatics
One line description: 
Ligand-binding site prediction
Annotation: 
 
P2RANK is a novel machine learning-based method for prediction of ligand binding sites from protein structure. P2RANK uses Random Forests classifier to infer ligandability of local chemical neighborhoods near the protein surface which are represented by specific near-surface points and described by aggregating physico-chemical features projected on those points from neighboring protein atoms. The points with high predicted ligandability are clustered and ranked to obtain the resulting list of binding site predictions. P2RANK is freely available at http://siret.ms.mff.cuni.cz/p2rank.
 
 
Developers: 
david.hoksza
radoslav.krivak

Introduction

 
P2RANK is a novel machine learning-based method for prediction of ligand binding sites from protein structure.

Jeden den s informatikou (2015)

Date: 
29.09.2015

Přednášky:

Exploration of Topological Torsion Fingerprints

Authors: 
Petr Škoda, David Hoksza
Indexed by WOS: 
Not indexed by WOS
Indexed by SCOPUS: 
Indexed by SCOPUS
Type: 
Proceedings
State: 
Accepted
Language: 
EN
Conference/Journal name: 
BIBM Workshop on Health Informatics and Data Science (HI-DS)
Publisher: 
IEEE
Year: 
2015
Location: 
Washington, USA

Activity-Driven Exploration of Chemical Space with Morphing

Authors: 
Martin Šícho, Daniel Svozil, David Hoksza
Indexed by WOS: 
Not indexed by WOS
Indexed by SCOPUS: 
Indexed by SCOPUS
Type: 
Proceedings
State: 
Accepted
Language: 
EN
Conference/Journal name: 
International Workshop on Biomedical and Health Informatics
Publisher: 
IEEE
Year: 
2015

MultiSETTER: web server for multiple RNA structure comparison

Authors: 
Petr Čech, David Hoksza, Daniel Svozil
Indexed by WOS: 
Indexed by WOS
Indexed by SCOPUS: 
Indexed by SCOPUS
Type: 
Journal
State: 
Published
Language: 
EN
Conference/Journal name: 
BMC Bioinformatics
Publisher: 
BioMed Central
Year: 
2015
Volume: 
16
Issue: 
253
ISSN: 
1471-2105

CBMI 2015

Date: 
10.06.2015

13th International Workshop on Content-Based Multimedia Indexing (CBMI)

http://siret.ms.mff.cuni.cz/cbmi2015/

Evaluating Multilayer Multimedia Exploration

Authors: 
J. Moško, J. Lokoč, T. Grošup, P. Čech, T. Skopal, J. Lánský
Indexed by WOS: 
Indexed by WOS
Indexed by SCOPUS: 
Indexed by SCOPUS
Type: 
Proceedings
State: 
Published
Language: 
EN
Conference/Journal name: 
SISAP
Publisher: 
Springer
Year: 
2015
Pages: 
162-169
Location: 
Glasgow, Scotland, UK
ISBN: 
978-3-319-25087-8
ISSN: 
0302-9743

MLES: Multilayer Exploration Structure for Multimedia Exploration

Authors: 
J. Moško, J. Lokoč, T. Grošup, P. Čech, T. Skopal, J. Lánský
Indexed by WOS: 
Indexed by WOS
Indexed by SCOPUS: 
Indexed by SCOPUS
Type: 
Proceedings
State: 
Published
Language: 
EN
Conference/Journal name: 
ADBIS - Advances in Databases and Information Systems
Publisher: 
Springer International Publishing
Year: 
2015
Volume: 
539
Pages: 
135-144
Location: 
Poitiers, France
ISBN: 
978-3-319-23200-3

What Are The Salient Keyframes In Short Casual Videos? An Extensive User Study Using A New Video Dataset

Authors: 
J. Lokoč, B. Münzer, K. Schoeffmann, M. Del Fabro, M. J. Primus, T. Skopal, J. Lánský
Indexed by WOS: 
Not indexed by WOS
Indexed by SCOPUS: 
Not indexed by SCOPUS
Type: 
Proceedings
State: 
Accepted
Language: 
EN
Conference/Journal name: 
International Workshop on Mobile Multimedia Computing
Publisher: 
IEEE
Year: 
2015
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