Dr. Sascha Klement
Managing Director
gestigon GmbH
Innovations Campus Lübeck
Maria-Goeppert-Straße 9a
23562 Lübeck
Email: | sascha.klement(at)gestigon.de |
Phone: | +49 451 87 92 91 30 |
Fax: | +49 451 87 92 91 40 |
Publikationen
2015
Foti
Coleca,
Andreea
State,
Sascha
Klement,
Erhardt
Barth, and
Thomas
Martinetz,
Self-organizing maps for hand and full body tracking, Neurocomputing , vol. 147, pp. 174--184, 2015. Elsevier.
Self-organizing maps for hand and full body tracking, Neurocomputing , vol. 147, pp. 174--184, 2015. Elsevier.
DOI: | http://dx.doi.org/10.1016/j.neucom.2013.10.041 |
Datei: | CoStKlBaMa15.pdf |
Bibtex: | @article{CoStKlBaMa15, author = {Foti Coleca and Andreea State and Sascha Klement and Erhardt Barth and Thomas Martinetz}, title = {Self-organizing maps for hand and full body tracking}, journal = {Neurocomputing}, year = {2015}, note = {Advances in Self-Organizing Maps Subtitle of the special issue: Selected Papers from the Workshop on Self-Organizing Maps 2012 (WSOM 2012)}, volume = {147}, pages = {174--184}, publisher = {Elsevier}, doi = {http://dx.doi.org/10.1016/j.neucom.2013.10.041}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoStKlBaMa15.pdf} } |
2013
Foti
Coleca,
Sascha
Klement,
Thomas
Martinetz, and
Erhardt
Barth,
Real-time skeleton tracking for embedded systems, in Mobile Computational Photography , Proceedings of SPIE, 2013.
Real-time skeleton tracking for embedded systems, in Mobile Computational Photography , Proceedings of SPIE, 2013.
Datei: | CoKlMaBa13.pdf |
Bibtex: | @inproceedings{CoKlMaBa13, author = {Foti Coleca and Sascha Klement and Thomas Martinetz and Erhardt Barth}, title = {Real-time skeleton tracking for embedded systems}, booktitle = {Mobile Computational Photography}, publisher = {Proceedings of SPIE}, year = {2013}, volume = {8667D}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoKlMaBa13.pdf} } |
Sascha
Klement,
Silke
Anders, and
Thomas
Martinetz,
The {S}upport {V}ector {M}achine: {C}lassification with the {L}east {N}umber of {F}eatures and {A}pplication to {N}euroimaging {D}ata, Neural Computation , vol. 25/6, pp. 1548--1584, 2013.
The {S}upport {V}ector {M}achine: {C}lassification with the {L}east {N}umber of {F}eatures and {A}pplication to {N}euroimaging {D}ata, Neural Computation , vol. 25/6, pp. 1548--1584, 2013.
Datei: | KlAnMa13.pdf |
Bibtex: | @article{KlAnMa13, author = {Sascha Klement and Silke Anders and Thomas Martinetz}, title = {The {S}upport {V}ector {M}achine: {C}lassification with the {L}east {N}umber of {F}eatures and {A}pplication to {N}euroimaging {D}ata}, journal = {Neural Computation}, volume = {25/6}, pages = {1548--1584}, year = {2013}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlAnMa13.pdf} } |
2011
Sascha
Klement, and
Thomas
Martinetz,
On the {P}roblem of {F}inding the {L}east {N}umber of {F}eatures by {L}1-norm {M}inimisation, in ICANN 2011, Part I , T. Honkela et al., Eds. Springer, Heidelberg, 2011. pp. 315--322.
On the {P}roblem of {F}inding the {L}east {N}umber of {F}eatures by {L}1-norm {M}inimisation, in ICANN 2011, Part I , T. Honkela et al., Eds. Springer, Heidelberg, 2011. pp. 315--322.
Datei: | KlMa11.pdf |
Bibtex: | @inproceedings{KlMa11, author = {Klement, Sascha and Martinetz, Thomas}, title = { On the {P}roblem of {F}inding the {L}east {N}umber of {F}eatures by {L}1-norm {M}inimisation}, booktitle = {ICANN 2011, Part I}, series = {LNCS 6791}, pages = {315--322}, editor = {T. Honkela et al.}, publisher = {Springer, Heidelberg}, year = {2011}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMa11.pdf} } |
Sascha
Klement,
Fabian
Timm, and
Erhardt
Barth,
Illumination correction for image stitching, in Proceedings of the Int. Conference on Imaging Theory and Applications {(IMAGAPP)} , Algarve, Portugal: INSTICC, 2011. pp. 81--86.
Illumination correction for image stitching, in Proceedings of the Int. Conference on Imaging Theory and Applications {(IMAGAPP)} , Algarve, Portugal: INSTICC, 2011. pp. 81--86.
Datei: | KlTiBa11.pdf |
Bibtex: | @inproceedings{KlTiBa11, author = {Sascha Klement and Fabian Timm and Erhardt Barth}, title = {Illumination correction for image stitching}, booktitle = {Proceedings of the Int. Conference on Imaging Theory and Applications {(IMAGAPP)}}, publisher = {INSTICC}, address = {Algarve, Portugal}, year = {2011}, pages = {81--86}, volume = {1}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlTiBa11.pdf} } |
2010
Sascha
Klement, and
Thomas
Martinetz,
A new approach to classification with the least number of features, in Proceedings of the 9th International Conference on Machine Learning and Applications - ICMLA 2010, Washington, D.C, USA, 12--14 December, 2010 , IEEE Computer Society, 2010. pp. 141--146.
A new approach to classification with the least number of features, in Proceedings of the 9th International Conference on Machine Learning and Applications - ICMLA 2010, Washington, D.C, USA, 12--14 December, 2010 , IEEE Computer Society, 2010. pp. 141--146.
Datei: | KlMa10a.pdf |
Bibtex: | @inproceedings{KlMa10a, author = {Klement, Sascha and Martinetz, Thomas}, title = {A new approach to classification with the least number of features}, booktitle = {Proceedings of the 9th International Conference on Machine Learning and Applications - ICMLA 2010, Washington, D.C, USA, 12--14 December, 2010}, year = {2010}, publisher = {IEEE Computer Society}, pages = {141--146}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMa10a.pdf} } |
Sascha
Klement, and
Thomas
Martinetz,
The {S}upport {F}eature {M}achine for {C}lassifying with the {L}east {N}umber of {F}eatures, in Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II , Konstantinos I. Diamantaras and Wlodek Duch and Lazaros S. Iliadis, Eds. Springer, 2010. pp. 88--93.
The {S}upport {F}eature {M}achine for {C}lassifying with the {L}east {N}umber of {F}eatures, in Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II , Konstantinos I. Diamantaras and Wlodek Duch and Lazaros S. Iliadis, Eds. Springer, 2010. pp. 88--93.
Datei: | KlMa10.pdf |
Bibtex: | @inproceedings{KlMa10, author = {Sascha Klement and Thomas Martinetz}, title = {The {S}upport {F}eature {M}achine for {C}lassifying with the {L}east {N}umber of {F}eatures}, editor = {Konstantinos I. Diamantaras and Wlodek Duch and Lazaros S. Iliadis}, booktitle = {Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II}, year = {2010}, pages = {88--93}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, volume = {6353}, ee = {http://dx.doi.org/10.1007/978-3-642-15822-3_11}, bibsource = {DBLP, http://dblp.uni-trier.de}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMa10.pdf} } |
2009
Fabian
Timm,
Sascha
Klement,
Thomas
Martinetz, and
Erhardt
Barth,
Welding {I}nspection {U}sing {N}ovel {S}pecularity {F}eatures and {A} {O}ne-{C}lass {SVM}, in Proceedings of the Int. Conference on Computer Theory and Applications {(VISAPP)} , Lisboa, Portugal: INSTICC, 2009. pp. 146--153.
Welding {I}nspection {U}sing {N}ovel {S}pecularity {F}eatures and {A} {O}ne-{C}lass {SVM}, in Proceedings of the Int. Conference on Computer Theory and Applications {(VISAPP)} , Lisboa, Portugal: INSTICC, 2009. pp. 146--153.
Datei: | TiKlMaBa09.pdf |
Bibtex: | @inproceedings{TiKlMaBa09, author = {Fabian Timm and Sascha Klement and Thomas Martinetz and Erhardt Barth}, title = {Welding {I}nspection {U}sing {N}ovel {S}pecularity {F}eatures and {A} {O}ne-{C}lass {SVM}}, booktitle = {Proceedings of the Int. Conference on Computer Theory and Applications {(VISAPP)}}, publisher = {INSTICC}, address = {Lisboa, Portugal}, year = {2009}, pages = {146--153}, volume = {1}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiKlMaBa09.pdf} } |
2008
Sascha
Klement,
Amir
Madany Mamlouk, and
Thomas
Martinetz,
{R}eliability of {C}ross-{V}alidation for {SVM}s in {H}igh-{D}imensional, {L}ow {S}ample {S}ize {S}cenarios, in Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II , Vera Kurkov{\'a} and Roman Neruda and Jan Koutn\'{\i}k, Eds. Springer, 2008. pp. 41--50.
{R}eliability of {C}ross-{V}alidation for {SVM}s in {H}igh-{D}imensional, {L}ow {S}ample {S}ize {S}cenarios, in Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II , Vera Kurkov{\'a} and Roman Neruda and Jan Koutn\'{\i}k, Eds. Springer, 2008. pp. 41--50.
Datei: | KlMaMa08.pdf |
Bibtex: | @inproceedings{KlMaMa08, author = {Klement, Sascha and Madany Mamlouk, Amir and Martinetz, Thomas}, title = {{R}eliability of {C}ross-{V}alidation for {SVM}s in {H}igh-{D}imensional, {L}ow {S}ample {S}ize {S}cenarios}, pages = {41--50}, editor = {Vera Kurkov{\'a} and Roman Neruda and Jan Koutn\'{\i}k}, booktitle = {Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, volume = {5163}, year = {2008}, note = {http://www.springerlink.com/content/a852001534335865/}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMaMa08.pdf} } |
Fabian
Timm,
Sascha
Klement, and
Thomas
Martinetz,
Fast {M}odel {S}election for {M}ax{M}in{O}ver-based {T}raining of {S}upport {V}ector {M}achines, in Proceedings of the 19th Int. Conference on Pattern Recognition {(ICPR)} , Tampa, Florida, USA: IEEE Computer Society Press, 2008.
Fast {M}odel {S}election for {M}ax{M}in{O}ver-based {T}raining of {S}upport {V}ector {M}achines, in Proceedings of the 19th Int. Conference on Pattern Recognition {(ICPR)} , Tampa, Florida, USA: IEEE Computer Society Press, 2008.
Datei: | TiKlMa08.pdf |
Bibtex: | @inproceedings{TiKlMa08, author = {Fabian Timm and Sascha Klement and Thomas Martinetz}, title = {Fast {M}odel {S}election for {M}ax{M}in{O}ver-based {T}raining of {S}upport {V}ector {M}achines}, booktitle = {Proceedings of the 19th Int. Conference on Pattern Recognition {(ICPR)}}, publisher = {IEEE Computer Society Press}, year = {2008}, address = {Tampa, Florida, USA}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiKlMa08.pdf} } |
2006
Sascha Klement,
Incremental {S}upport {V}ector {R}egression for {S}teering {H}ot {R}olling {M}ills, Diploma Thesis, Universität zu Lübeck, 2006.
Incremental {S}upport {V}ector {R}egression for {S}teering {H}ot {R}olling {M}ills, Diploma Thesis, Universität zu Lübeck, 2006.
Datei: | Klem06.pdf |
Bibtex: | @mastersthesis{Klem06, author = {Sascha Klement}, title = {Incremental {S}upport {V}ector {R}egression for {S}teering {H}ot {R}olling {M}ills}, year = {2006}, school = {Universit{\"a}t zu L{\"u}beck}, type = {Diploma Thesis}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Klem06.pdf} } |