Lehrstuhl Hardware-nahe Technische Informatik

Dr.-Ing. Gerald Krell

Wiss. Mitarbeiter/-in

Dr.-Ing. Gerald Krell

Institut für Informations- und Kommunikationstechnik (IIKT)
Lehrstuhl Hardware-nahe Technische Informatik
Gebäude 09, Universitätsplatz 2, 39106 Magdeburg, G09-320
Vita

Forschungsschwerpunkt

Untersucht werden u.a. der Einsatz künstlicher neuronaler Netze für die Bildverarbeitung, die Bildcodierung sowie für die Datenfusion mit Anwendungen in der Medizin, der Mensch-Maschine-Interaktion sowie in der Industrie.

Näheres dazu finden Sie in den Forschungsschwerpunkten:

 

Publikationen

2018

Buchbeitrag

Joseph, Jan Moritz;  Bamberg, Lennart;  Krell, Gerald;  Hajjar, Imad;  Garcia-Oritz, Alberto;  Pionteck, Thilo 

Specification of simulation models for NoCs in heterogeneous 3D SoCs
In: Proceedings of the 13th International Symposium on Reconfigurable Communication-Centric Systems-on-Chip (ReCoSoC): July 9th-11th, 2018, Lille, France - Piscataway, NJ: IEEE, insges. 8 S.

2017

Artikel in Kongressband

Durgesh, Rupesh;  Krell, Gerald;  Iegorov, Andrii;  Schuberth, Peter;  Friedmann, Felix 

Faster convolutional architecture search for semantic segmentation
In: Workshop on Deep Learning for Autonomous Driving (DLAD 2017): co-located with ITSC 2017 Yokohama, Japan, October 16 - 19, 2017 - Yokohama, Japan, insges. 20 S.

Begutachteter Zeitschriftenartikel

Krell, Gerald;  Nezhad, Nazila Saeid;  Walke, Mathias;  Hamadi, Ayoub;  Gademann, Günther 

Assessment of iterative closest point registration accuracy for different phantom surfaces captured by an optical 3-D sensor in radiotherapy
In: Computational and mathematical methods in medicine - New York, NY [u.a.]: Hindawi, 2006, 2017, Art. 2938504, insgesamt 14 S.

Buchbeitrag

Siegert, Ingo;  Schüssel, Felix;  Schmidt, Miriam;  Reuter, Stephan;  Meudt, Sascha;  Layher, Georg;  Krell, Gerald;  Hörnle, Thilo;  Handrich, Sebastian;  Al-Hamadi, Ayoub;  Dietmayer, Klaus;  Neumann, Heiko;  Palm, Günther;  Schwenker, Friedhelm;  Wendemuth, Andreas 

Multi-modal information processing in companion-systems - a ticket purchase system
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 493-500

Schwenker, Friedhelm;  Böck, Ronald;  Schels, Martin;  Meudt, Sascha;  Siegert, Ingo;  Glodek, Michael;  Kächele, Markus;  Schmidt-Wack, Miriam;  Thiam, Patrick;  Wendemuth, Andreas;  Krell, Gerald 

Multimodal affect recognition in the context of human-computer interaction for companion-systems
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 387-408

2015

Begutachteter Zeitschriftenartikel

Glodek, Michael;  Honold, Frank;  Geier, T.;  Krell, Gerald;  Nothdurft, Florian;  Reuter, Stephan;  Schüssel, Felix;  Hörnle, Thilo;  Dietmayer, Klaus;  Minker, Wolfgang;  Biundo, Susanne;  Weber, Michael;  Palm, Günther;  Schwenker, Friedhelm 

Fusion paradigms in cognitive technical systems for human-computer interaction
In: Neurocomputing: an international journal - Amsterdam: Elsevier, Bd. 161.2015, S. 17-37

2013

Begutachteter Zeitschriftenartikel

Sadek, Samy;  Hamadi, Ayoub;  Krell, Gerald;  Michaelis, Bernd 

Affine-invariant feature extraction for activity recognition
In: ISRN machine vision - New York, NY: International Scholarly Research Network, 2012, 2013, Article ID 215195, insgesamt 7 S.

Buchbeitrag

Krell, Gerald;  Glodek, Michael;  Panning, Axel;  Siegert, Ingo;  Michaelis, Bernd;  Wendemuth, Andreas;  Schwenker, Friedhelm 

Fusion of fragmentary classifier decisions for affective state recognition
In: Multimodal pattern recognition of social signals in human-computer-interaction : first IAPR TC3 workshop, MPRSS 2012, Tsukuba, Japan, November 11, 2012 ; revised selected papers. - Berlin [u.a.] : Springer, S. 116-130, 2013 - (Lecture notes in computer science; 7742)

Siegert, Ingo;  Glodek, Michael;  Panning, Axel;  Krell, Gerald;  Schwenker, Friedhelm;  Al-Hamadi, Ayoub;  Wendemuth, Andreas 

Using speaker group dependent modelling to improve fusion of fragmentary classifier decisions
In: Proceedings of the 2013 IEEE International Conference on Cybernetics (CYBCONF 2013) : Lausanne, Switzerland, 13-15 June, 2013. - IEEE, S. 132-137 ; Kongress: CYBCONF; (Lausanne, Switzerland) : 2013.06.13-15

2012

Buchbeitrag

Panning, Axel;  Siegert, Ingo;  Al-Hamadi, Ayoub;  Wendemuth, Andreas;  Rösner, Dietmar;  Frommer, Jörg;  Krell, Gerald;  Michaelis, Bernd 

Multimodal affect recognition in spontaneous HCI environment
In: 2012 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC 2012) : Hong Kong, China, 12-15 August 2012 ; proceedings. - Piscataway, NJ : IEEE, insges. 6 S. ; Kongress: ICSPCC; (Hong Kong) : 2012.08.12-15

Battrawy, Ramy;  Schnitzlein, Markus;  Nowack, Dietmar;  Krell, Gerald;  Al-Hamadi, Ayoub 

Sharpness improvement of warped document images for top view book scanners
In: The 8th International Conference on Signal-Image Technology & Internet-Based Systems. - Piscataway, NJ : IEEE, S. 818-824, 2012

2011

Buchbeitrag

Krell, Gerald 

Training von Netzen für die mehrkanalige Bildkorrektur
In: 17. Workshop Farbbildverarbeitung 2011. - Konstanz, S. 41-50 ; Kongress: Workshop Farbbildverarbeitung; 17 (Konstanz) : 2011.09.29-30

2010

Originalartikel in begutachteter zeitschriftenartiger Reihe

Pathan, Saira Saleem;  Hamadi, Ayoub;  Krell, Gerald;  Michaelis, Bernd 

Resolving data-association uncertainty in multi-object tracking through qualitative modules
In: Proceedings of the International Conference on Computer Vision Theory and Applications ; Vol. 1 - [Setúbal]: INSTICC, 2010; Vol. 1 . - 2010, S. 461-466 ; Kongress: VISAPP (Angers, France : 2010.05.17-21)

Pathan, Saira Saleem;  Hamadi, Ayoub;  Krell, Gerald;  Michaelis, Bernd 

Resolving data-association uncertainty in multi-object tracking through qualitative modules
In: Proceedings of the International Conference on Computer Vision Theory and Applications ; Vol. 2 - [Setúbal]: INSTICC, 2010; Vol. 2 . - 2010, S. 461-466 ; Kongress: VISAPP (Angers, France : 2010.05.17-21)

Krell, Gerald;  Niese, Robert;  Hamadi, Ayoub;  Michaelis, Bernd 

Suppression of uncertainties at emotional transitions - facial mimics recognition in video with 3-d model
In: Proceedings of the International Conference on Computer Vision Theory and Applications ; Vol. 2 - [Setúbal]: INSTICC, 2010; Vol. 2 . - 2010, S. 537-542 ; Kongress: VISAPP (Angers, France : 2010.05.17-21)

2007

Artikel in Kongressband

Elmezain, Mahmoud;  Al-Hamadi, Ayoub K.;  Krell, Gerald;  El-Etriby, Sherif;  Michaelis, Bernd 

Gesture recognition for alphabets from hand motion trajectory using Hidden Markov models
In: 7th IEEE International Symposium on Signal Processing and Information Technology: December 15-18, 2007, Cairo, Egypt ; proceedings - Piscataway, NJ: IEEE Operations Center, 2007 . - 2007, insges. 6 S. ; Kongress: ISSPIT 7 (Cairo : 2007.12.15-18) ; [Beitrag auf CD-ROM]

Krell, Gerald;  Al-Hamadi, Ayoub K.;  Michaelis, Bernd 

Multi-error correction of image forming systems maintaining colors
In: 7th IEEE International Symposium on Signal Processing and Information Technology: December 15-18, 2007, Cairo, Egypt ; proceedings - Piscataway, NJ: IEEE Operations Center, 2007 . - 2007, insges. 6 S. ; Kongress: ISSPIT 7 (Cairo : 2007.12.15-18) ; [Beitrag auf CD-ROM]

Buchbeitrag

Al-Hamad, Mostafa;  Al-Hamadi, Ayoub;  Krell, Gerald;  Michaelis, Bernd 

Enhanching the visual quality in hybrid filters wavelet-based low bit-rate video codec
In: Measurement of speech, audio and video quality in networks: confeence and on-line workshop, Prague, Czech Republic, June 2007 ; proceedings - Prague, 2007 . - 2007, insges. 7 S. ; Kongress: MESAQIN 2007 (Prague : 2007.06.07-08) ; [Beitrag auf CD-ROM]

Lehrveranstaltungen

Letzte Änderung: 19.10.2020 - Ansprechpartner: Webmaster