Private: Sinem AslanPast member

DISCo (Department of Informatics, Systems and Communication)
University of Milan-Bicocca
Viale Sarca 336, Building U14

Room 1048,

Biography

Sinem Aslan is currently a post-doc researcher at DISCo (Department of Informatics, Systems and Communication) of the University of Milano-Bicocca. From 2004 to 2017 she worked as a research assistant at International Computer Institute in Ege University. She received her PhD degree in International Computer Institute from Ege University in 2016. During her PhD studies, she held a visiting position at BUSIM laboratory at Bo?aziçi University. Her research interests are in the area of image processing and computer vision.

 

Previous Publications:

Submitter Paper:
Aslan S, Akgul C.,B., Sankur B., Tunali E.,.T., Exploring visual dictionaries: A model driven perspective.
Conference Papers: 
Aslan S., Yamac, M., Sankur B., “A DCT-based multiscaled binary descriptor invariant to complex brightness changes”, in 24th European Signal Processing Conference (EUSIPCO 2016), 2016. p. 1573–1577.
Aslan S., Akgul C., B., Sankur B., Tunali E.,T., “A novel study on developing a model-driven visual dictionary”. In 24th IEEE Signal Processing and Communication Application Conference (SIU), 2016 May 16, pp. 2081-2084.
Aslan S., Akgul C., B., Sankur B., Tunali E.,T., “SymPaD: Symbolic Patch Descriptor”, 10th International Conference on Computer Vision Theory and Applications (VISAPP), Berlin, Proceedings of VISAPP 2015 / VISIGRAPP, ISBN: 978-989-758-089-5, pages 266-271.
Aslan S., Akgul C.B, Sankur B., “Symbolic feature detection for image understanding”, In IS&T/SPIE Electronic Imaging, pp. 902406-902406. International Society for Optics and Photonics, San Francisco, (March 7, 2014); doi:10.1117/12.2040783.
Aslan S., Tunali T., “Joint compressive video coding and analysis With Hidden Markov model based weighted reconstruction”, IEEE 21st Signal Processing and Communications Applications (SIU), 2013, pp.1?4. [IEEE Best paper candidate]
Aslan S., Tunali T., “A Comparative Study Of Compressed Sensing Video Encoding GOP Patterns For Stereo Distributed Video Coding”, IEEE 20th Signal Processing and Communications Applications (SIU), 2012, pp.1?4.
Karaoglan, B., Aslan, S., Karayer, E., “The Zipfian distributions on term x document matrix,” 1st International Conference on Analysis and Applied Mathematics, ICAAM 2012, AIP Conf. Proc. 1470, pp. 247?250; Gumushane, 18–21 October 2012
Aslan, S., Uzer, Y., Isik, O., Altun, M., Cinsdikici, M., “A Simple and Improvable Method for Face Region Extraction,” 23rd International Symposium on Computer and Information Sciences, 2008. ISCIS ’08, 2008, pp.1?4.
Aslan S., Tunali T., Cinsdikici M., “A Comparative Study of Feature Metrics for Classification of Human Passport Photos,” IEEE 15th Signal Processing and Communications Applications (SIU), 2007, pp.1?4.
Other Publications:

Semantic Interest Point Detection, Sinem Aslan, PhD thesis, International Compute Instiutute, Ege University, 2016.

 

Publications

Journal Articles

1.

Benchmarking Algorithms for Food Localization and Semantic Segmentation
(Sinem Aslan, Gianluigi Ciocca, Davide Mazzini, Raimondo Schettini) In International Journal of Machine Learning and Cybernetics, volume 11, pp. 2827-2847, Springer, 2020.

BibTex Doi 

@article{aslan2020benchmarking,
 author = {Aslan, Sinem and Ciocca, Gianluigi and Mazzini, Davide and Schettini, Raimondo},
 year = {2020},
 pages = {2827-2847},
 title = {Benchmarking Algorithms for Food Localization and Semantic Segmentation},
 volume = {11},
 publisher = {Springer},
 journal = {International Journal of Machine Learning and Cybernetics},
 doi = {10.1007/s13042-020-01153-z}}

Conference Papers

4.

Semantic Food Segmentation for Automatic Dietary Monitoring
(Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini) In 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-6, 2018.

BibTex Doi 

@inproceedings{aslan2018semanticFood,
 author = {Aslan, Sinem and Ciocca, Gianluigi and Schettini, Raimondo},
 year = {2018},
 pages = {1-6},
 title = {Semantic Food Segmentation for Automatic Dietary Monitoring},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576231}}
3.

Semantic food segmentation by deep convolutional neural networks
(Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini) In International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-6, 2018.

BibTex Doi 

@inproceedings{aslan2018semantic-food,
 author = {Aslan, Sinem and Ciocca, Gianluigi and Schettini, Raimondo},
 year = {2018},
 pages = {1-6},
 title = {Semantic food segmentation by deep convolutional neural networks},
 organization = {IEEE},
 booktitle = {International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576231}}
2.

Semantic segmentation of food images for automatic dietary monitoring
(Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini) In 2018 26th Signal Processing and Communications Applications Conference (SIU), pp. 1-4, 2018.

BibTex Doi 

@inproceedings{aslan2018semanticsegmentation,
 author = {Aslan, Sinem and Ciocca, Gianluigi and Schettini, Raimondo},
 year = {2018},
 pages = {1-4},
 title = {Semantic segmentation of food images for automatic dietary monitoring},
 booktitle = {2018 26th Signal Processing and Communications Applications Conference (SIU)},
 doi = {10.1109/SIU.2018.8404824}}
1.

On Comparing Color Spaces for Food Segmentation
(Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini) In New Trends in Image Analysis and Processing -- ICIAP 2017: ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised Selected Papers, Cham, pp. 435-443, Springer International Publishing, 2017.

BibTex Doi 

@inproceedings{aslan2017Color-Spaces,
 author = {Aslan, Sinem and Ciocca, Gianluigi and Schettini, Raimondo},
 editor = {Battiato, Sebastiano and Farinella, Giovanni Maria and Leo, Marco and Gallo, Giovanni},
 year = {2017},
 pages = {435-443},
 title = {On Comparing Color Spaces for Food Segmentation},
 publisher = {Springer International Publishing},
 address = {Cham},
 isbn = {978-3-319-70742-6},
 booktitle = {New Trends in Image Analysis and Processing -- ICIAP 2017: ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised Selected Papers},
 doi = {10.1007/978-3-319-70742-6_42}}