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ORCIDBibTeX records: Songül Albayrak
@article{DBLP:journals/elektrik/YildizMV23,
author = {Serdar Yildiz and
Abbas Memis and
Song{\"{u}}l Varli},
title = {TRCaptionNet: {A} novel and accurate deep Turkish image captioning
model with vision transformer based image encoders and deep linguistic
text decoders},
journal = {Turkish J. Electr. Eng. Comput. Sci.},
volume = {31},
number = {6},
pages = {1079--1098},
year = {2023},
url = {https://doi.org/10.55730/1300-0632.4035},
doi = {10.55730/1300-0632.4035},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/elektrik/YildizMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mms/AkanV23,
author = {Sara Akan and
Song{\"{u}}l Varli},
title = {Use of deep learning in soccer videos analysis: survey},
journal = {Multim. Syst.},
volume = {29},
number = {3},
pages = {897--915},
year = {2023},
url = {https://doi.org/10.1007/s00530-022-01027-0},
doi = {10.1007/S00530-022-01027-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mms/AkanV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cniot/AkanV23,
author = {Sara Akan and
Song{\"{u}}l Varli},
title = {Reidentifying soccer players in broadcast videos using Body Feature
Alignment Based on Pose},
booktitle = {Proceedings of the 2023 4th International Conference on Computing,
Networks and Internet of Things, {CNIOT} 2023, Xiamen, China, May
26-28, 2023},
pages = {440--444},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3603781.3603860},
doi = {10.1145/3603781.3603860},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cniot/AkanV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/YildizMV23,
author = {Serdar Yildiz and
Abbas Memis and
Song{\"{u}}l Varli},
title = {Size-based Adaptive Instance Pruning for Refined Segmentation of Cell
Nuclei in Histology Images},
booktitle = {31st Signal Processing and Communications Applications Conference,
{SIU} 2023, Istanbul, Turkey, July 5-8, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SIU59756.2023.10223880},
doi = {10.1109/SIU59756.2023.10223880},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/YildizMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/MemisVB22,
author = {Abbas Memis and
Song{\"{u}}l Varli and
Fuat Bilgili},
title = {Image based quantification of the proximal femur shape deformities
in 3D by using the contralateral healthy shape structure: {A} preliminary
study},
journal = {Biomed. Signal Process. Control.},
volume = {71},
number = {Part},
pages = {103079},
year = {2022},
url = {https://doi.org/10.1016/j.bspc.2021.103079},
doi = {10.1016/J.BSPC.2021.103079},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bspc/MemisVB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/YildizAMV22,
author = {Serdar Yildiz and
Onur Aydemir and
Abbas Memis and
Song{\"{u}}l Varli},
title = {A turnaround control system to automatically detect and monitor the
time stamps of ground service actions in airports: {A} deep learning
and computer vision based approach},
journal = {Eng. Appl. Artif. Intell.},
volume = {114},
pages = {105032},
year = {2022},
url = {https://doi.org/10.1016/j.engappai.2022.105032},
doi = {10.1016/J.ENGAPPAI.2022.105032},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/YildizAMV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/ArpaciV22,
author = {Saadet Ayta{\c{c}} Arpaci and
Song{\"{u}}l Varli},
title = {Semantic Segmentation with the Mixup Data Augmentation Method},
booktitle = {30th Signal Processing and Communications Applications Conference,
{SIU} 2022, Safranbolu, Turkey, May 15-18, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SIU55565.2022.9864873},
doi = {10.1109/SIU55565.2022.9864873},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/ArpaciV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/MemisVB21,
author = {Abbas Memis and
Song{\"{u}}l Varli and
Fuat Bilgili},
title = {A novel approach for computerized quantitative image analysis of proximal
femur bone shape deformities based on the hip joint symmetry},
journal = {Artif. Intell. Medicine},
volume = {115},
pages = {102057},
year = {2021},
url = {https://doi.org/10.1016/j.artmed.2021.102057},
doi = {10.1016/J.ARTMED.2021.102057},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/MemisVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inista/MemisVB21,
author = {Abbas Memis and
Song{\"{u}}l Varli and
Fuat Bilgili},
title = {Automatic Classification of the Waldenstrom Stages of Legg-Calve-Perthes
Disease from the 2D Total Proximal Femur Shape Deformity},
booktitle = {International Conference on INnovations in Intelligent SysTems and
Applications, {INISTA} 2021, Kocaeli, Turkey, August 25-27, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/INISTA52262.2021.9548564},
doi = {10.1109/INISTA52262.2021.9548564},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inista/MemisVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/ArpaciV21,
author = {Saadet Ayta{\c{c}} Arpaci and
Song{\"{u}}l Varli},
title = {EncU-Net: {A} Modified U-Net for Dermoscopic Image Segmentation},
booktitle = {29th Signal Processing and Communications Applications Conference,
{SIU} 2021, Istanbul, Turkey, June 9-11, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SIU53274.2021.9477853},
doi = {10.1109/SIU53274.2021.9477853},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/ArpaciV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/MemisVB21,
author = {Abbas Memis and
Song{\"{u}}l Varli and
Fuat Bilgili},
title = {Random Point Sub-sampling in Rigid Registration of 2D Proximal Femur
Surfaces},
booktitle = {29th Signal Processing and Communications Applications Conference,
{SIU} 2021, Istanbul, Turkey, June 9-11, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SIU53274.2021.9477960},
doi = {10.1109/SIU53274.2021.9477960},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/MemisVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/MemisVB20,
author = {Abbas Memis and
Song{\"{u}}l Varli and
Fuat Bilgili},
title = {Semantic segmentation of the multiform proximal femur and femoral
head bones with the deep convolutional neural networks in low quality
{MRI} sections acquired in different {MRI} protocols},
journal = {Comput. Medical Imaging Graph.},
volume = {81},
pages = {101715},
year = {2020},
url = {https://doi.org/10.1016/j.compmedimag.2020.101715},
doi = {10.1016/J.COMPMEDIMAG.2020.101715},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmig/MemisVB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/ArpaciV20,
author = {Saadet Ayta{\c{c}} Arpaci and
Song{\"{u}}l Varli},
title = {Retinal Vessel Segmentation with Differentiated U-Net Network},
booktitle = {28th Signal Processing and Communications Applications Conference,
{SIU} 2020, Gaziantep, Turkey, October 5-7, 2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SIU49456.2020.9302515},
doi = {10.1109/SIU49456.2020.9302515},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/ArpaciV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/MemisVB20,
author = {Abbas Memis and
Song{\"{u}}l Varli and
Fuat Bilgili},
title = {Femoral Head Segmentation with Convolutional Neural Networks in {MR}
Imaging Slices of the Patients with Legg-Calve-Perthes Disease},
booktitle = {28th Signal Processing and Communications Applications Conference,
{SIU} 2020, Gaziantep, Turkey, October 5-7, 2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SIU49456.2020.9302213},
doi = {10.1109/SIU49456.2020.9302213},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/MemisVB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/YildizAYSV20,
author = {Serdar Yildiz and
Onur Aydemir and
Iskender Yilmaz and
Ayhan Say and
Song{\"{u}}l Varli},
title = {Customer Churn Analysis},
booktitle = {28th Signal Processing and Communications Applications Conference,
{SIU} 2020, Gaziantep, Turkey, October 5-7, 2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SIU49456.2020.9302241},
doi = {10.1109/SIU49456.2020.9302241},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/YildizAYSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/SaygiliA19,
author = {Ahmet Saygili and
Song{\"{u}}l Albayrak},
title = {An efficient and fast computer-aided method for fully automated diagnosis
of meniscal tears from magnetic resonance images},
journal = {Artif. Intell. Medicine},
volume = {97},
pages = {118--130},
year = {2019},
url = {https://doi.org/10.1016/j.artmed.2018.11.008},
doi = {10.1016/J.ARTMED.2018.11.008},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/SaygiliA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/MemisVB19,
author = {Abbas Memis and
Song{\"{u}}l Varli and
Fuat Bilgili},
title = {Computerized 2D detection of the multiform femoral heads in magnetic
resonance imaging {(MRI)} sections with the integro-differential operator},
journal = {Biomed. Signal Process. Control.},
volume = {54},
year = {2019},
url = {https://doi.org/10.1016/j.bspc.2019.101578},
doi = {10.1016/J.BSPC.2019.101578},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/MemisVB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/MemisAB19,
author = {Abbas Memis and
Song{\"{u}}l Albayrak and
Fuat Bilgili},
title = {A new scheme for automatic 2D detection of spheric and aspheric femoral
heads: {A} case study on coronal {MR} images of bilateral hip joints
of patients with Legg-Calve-Perthes disease},
journal = {Comput. Methods Programs Biomed.},
volume = {175},
pages = {83--93},
year = {2019},
url = {https://doi.org/10.1016/j.cmpb.2019.04.001},
doi = {10.1016/J.CMPB.2019.04.001},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/MemisAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurocon/MelekSA19,
author = {Ceren Gulra Melek and
Elena Battini Sonmez and
Songul Albayrak},
title = {Object Detection in Shelf Images with {YOLO}},
booktitle = {{IEEE} {EUROCON} 2019 - 18th International Conference on Smart Technologies,
Novi Sad, Serbia, July 1-4, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EUROCON.2019.8861817},
doi = {10.1109/EUROCON.2019.8861817},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurocon/MelekSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbsp/MemisAB18,
author = {Abbas Memis and
Song{\"{u}}l Albayrak and
Fuat Bilgili},
title = {3D Detection of Spheric and Aspheric Femoral Heads in Coronal {MR}
Images of Patients with Legg-Calve-Perthes Disease Using the Spherical
Hough Transform},
booktitle = {Proceedings of the 2018 3rd International Conference on Biomedical
Imaging, Signal Processing, {ICBSP} 2018, Bari, Italy, October 11-13,
2018},
pages = {46--52},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3288200.3288205},
doi = {10.1145/3288200.3288205},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbsp/MemisAB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbsp/OzturkA18,
author = {Ceyda Nur {\"{O}}zt{\"{u}}rk and
Song{\"{u}}l Albayrak},
title = {Segmentation of Femoral Cartilage with a Hybrid Method Combining Voxel
Classification and Active Appearance Models},
booktitle = {Proceedings of the 2018 3rd International Conference on Biomedical
Imaging, Signal Processing, {ICBSP} 2018, Bari, Italy, October 11-13,
2018},
pages = {61--67},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3288200.3288208},
doi = {10.1145/3288200.3288208},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbsp/OzturkA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/MemisAB18,
author = {Abbas Memis and
Songul Albayrak and
Fuat Bilgili},
title = {Femoral head detection in perthes {MR} slices with circular hough
transform},
booktitle = {26th Signal Processing and Communications Applications Conference,
{SIU} 2018, Izmir, Turkey, May 2-5, 2018},
pages = {1--4},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SIU.2018.8404340},
doi = {10.1109/SIU.2018.8404340},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/MemisAB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SaygiliA18,
author = {Ahmet Saygili and
Songul Albayrak},
title = {Meniscus tear classification using histogram of oriented gradients
in knee {MR} images},
booktitle = {26th Signal Processing and Communications Applications Conference,
{SIU} 2018, Izmir, Turkey, May 2-5, 2018},
pages = {1--4},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SIU.2018.8404375},
doi = {10.1109/SIU.2018.8404375},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SaygiliA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02651,
author = {Emre Egriboz and
Furkan Kaynar and
Song{\"{u}}l Varli Albayrak and
Benan M{\"{u}}sellim and
Tuba Sel{\c{c}}uk},
title = {Finding and Following of Honeycombing Regions in Computed Tomography
Lung Images by Deep Learning},
journal = {CoRR},
volume = {abs/1811.02651},
year = {2018},
url = {http://arxiv.org/abs/1811.02651},
eprinttype = {arXiv},
eprint = {1811.02651},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsw/AyralA17,
author = {Hakan Ayral and
Song{\"{u}}l Albayrak},
title = {Effects of Population, Generation and Test Case Count on Grammatical
Genetic Programming for Integer Lists},
journal = {J. Softw.},
volume = {12},
number = {6},
pages = {483--492},
year = {2017},
url = {https://doi.org/10.17706/jsw.12.6.483-492},
doi = {10.17706/JSW.12.6.483-492},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsw/AyralA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/SezerSA17,
author = {Aysun Sezer and
Hasan Basri Sezer and
Songul Albayrak},
title = {Hermite-based texture feature extraction for classification of humeral
head in proton density-weighted {MR} images},
journal = {Neural Comput. Appl.},
volume = {28},
number = {10},
pages = {3021--3033},
year = {2017},
url = {https://doi.org/10.1007/s00521-016-2709-6},
doi = {10.1007/S00521-016-2709-6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/SezerSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SaygiliA17,
author = {Ahmet Saygili and
Songul Albayrak},
title = {Meniscus segmentation and tear detection in the knee {MR} images by
fuzzy c-means method},
booktitle = {25th Signal Processing and Communications Applications Conference,
{SIU} 2017, Antalya, Turkey, May 15-18, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SIU.2017.7960183},
doi = {10.1109/SIU.2017.7960183},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SaygiliA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AyralA17,
author = {Hakan Ayral and
Song{\"{u}}l Albayrak},
title = {Parallel and in-process compilation of individuals for genetic programming
on {GPU}},
journal = {CoRR},
volume = {abs/1705.07492},
year = {2017},
url = {http://arxiv.org/abs/1705.07492},
eprinttype = {arXiv},
eprint = {1705.07492},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AyralA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerjpre/AyralA17,
author = {Hakan Ayral and
Song{\"{u}}l Albayrak},
title = {Parallel and in-process compilation of individuals for genetic programming
on {GPU}},
journal = {PeerJ Prepr.},
volume = {5},
pages = {e2936},
year = {2017},
url = {https://doi.org/10.7287/peerj.preprints.2936v1},
doi = {10.7287/PEERJ.PREPRINTS.2936V1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/peerjpre/AyralA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/OzturkA16,
author = {Ceyda Nur {\"{O}}zt{\"{u}}rk and
Song{\"{u}}l Albayrak},
title = {Automatic segmentation of cartilage in high-field magnetic resonance
images of the knee joint with an improved voxel-classification-driven
region-growing algorithm using vicinity-correlated subsampling},
journal = {Comput. Biol. Medicine},
volume = {72},
pages = {90--107},
year = {2016},
url = {https://doi.org/10.1016/j.compbiomed.2016.03.011},
doi = {10.1016/J.COMPBIOMED.2016.03.011},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/OzturkA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SaygiliKA16,
author = {Ahmet Saygili and
Heysem Kaya and
Songul Albayrak},
title = {Automatic detection of meniscal area in the knee {MR} images},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1337--1340},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7495995},
doi = {10.1109/SIU.2016.7495995},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SaygiliKA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/SezerSA15,
author = {Aysun Sezer and
Hasan Basri Sezer and
Songul Albayrak},
title = {Segmentation of Bone with Region Based Active Contour Model in {PD}
Weighted {MR} Images of Shoulder},
journal = {Comput. Math. Methods Medicine},
volume = {2015},
pages = {754894:1--754894:13},
year = {2015},
url = {https://doi.org/10.1155/2015/754894},
doi = {10.1155/2015/754894},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/SezerSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/SezerSA15,
author = {Aysun Sezer and
Hasan Basri Sezer and
Songul Albayrak},
title = {Classification of bone pathologies with finite discrete shearlet transform
based shape descriptors},
booktitle = {2015 International Conference on Image Processing Theory, Tools and
Applications, {IPTA} 2015, Orleans, France, November 10-13, 2015},
pages = {293--297},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IPTA.2015.7367150},
doi = {10.1109/IPTA.2015.7367150},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipta/SezerSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/YildizA15a,
author = {Mumin Yildiz and
Songul Albayrak},
title = {Customer churn prediction in telecommunication},
booktitle = {2015 23nd Signal Processing and Communications Applications Conference
(SIU), Malatya, Turkey, May 16-19, 2015},
pages = {256--259},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SIU.2015.7129808},
doi = {10.1109/SIU.2015.7129808},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/siu/YildizA15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/OzturkA15,
author = {Ceyda Nur {\"{O}}zt{\"{u}}rk and
Songul Albayrak},
title = {Edge detection on {MR} images with Marr-Hildreth method extended to
third dimension},
booktitle = {2015 23nd Signal Processing and Communications Applications Conference
(SIU), Malatya, Turkey, May 16-19, 2015},
pages = {763--766},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SIU.2015.7129940},
doi = {10.1109/SIU.2015.7129940},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/OzturkA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/NasirovA15,
author = {Nicat Nasirov and
Songul Albayrak},
title = {Modelling user's location check-ins on location-based social networks},
booktitle = {2015 23nd Signal Processing and Communications Applications Conference
(SIU), Malatya, Turkey, May 16-19, 2015},
pages = {2246--2249},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SIU.2015.7130324},
doi = {10.1109/SIU.2015.7130324},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/NasirovA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/UsluA14,
author = {Erkan Uslu and
Songul Albayrak},
title = {Curvelet-Based Synthetic Aperture Radar Image Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {11},
number = {6},
pages = {1071--1075},
year = {2014},
url = {https://doi.org/10.1109/LGRS.2013.2286089},
doi = {10.1109/LGRS.2013.2286089},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/UsluA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/UsluA14,
author = {Erkan Uslu and
Songul Albayrak},
title = {Synthetic Aperture Radar Image Clustering with Curvelet Subband Gauss
Distribution Parameters},
journal = {Remote. Sens.},
volume = {6},
number = {6},
pages = {5497--5519},
year = {2014},
url = {https://doi.org/10.3390/rs6065497},
doi = {10.3390/RS6065497},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/UsluA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/BakirA14,
author = {{\c{C}}igdem Bakir and
Songul Albayrak},
title = {User based and item based collaborative filtering with temporal dynamics},
booktitle = {2014 22nd Signal Processing and Communications Applications Conference
(SIU), Trabzon, Turkey, April 23-25, 2014},
pages = {252--255},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SIU.2014.6830213},
doi = {10.1109/SIU.2014.6830213},
timestamp = {Sun, 18 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/BakirA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SezerSA14,
author = {Aysun Sezer and
Hasan Basri Sezer and
Songul Albayrak},
title = {Segmentation of humeral head from {MR} slices},
booktitle = {2014 22nd Signal Processing and Communications Applications Conference
(SIU), Trabzon, Turkey, April 23-25, 2014},
pages = {1399--1402},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SIU.2014.6830500},
doi = {10.1109/SIU.2014.6830500},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SezerSA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-cvi/SonmezA13,
author = {Elena Battini Sonmez and
Songul Albayrak},
title = {Critical parameters of the sparse representation-based classifier},
journal = {{IET} Comput. Vis.},
volume = {7},
number = {6},
pages = {500--507},
year = {2013},
url = {https://doi.org/10.1049/iet-cvi.2012.0127},
doi = {10.1049/IET-CVI.2012.0127},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-cvi/SonmezA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmv/MemisA13,
author = {Abbas Memis and
Song{\"{u}}l Albayrak},
editor = {Branislav Vuksanovic and
Jianhong Zhou and
Antanas Verikas},
title = {A Kinect based sign language recognition system using spatio-temporal
features},
booktitle = {Sixth International Conference on Machine Vision, {ICMV} 2013, London,
United Kingdom, April 16-17, 2013},
series = {{SPIE} Proceedings},
volume = {9067},
pages = {90670X},
publisher = {{SPIE}},
year = {2013},
url = {https://doi.org/10.1117/12.2051018},
doi = {10.1117/12.2051018},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmv/MemisA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/MemisA13,
author = {Abbas Memis and
Songul Albayrak},
title = {Turkish Sign Language recognition using spatio-temporal features on
Kinect {RGB} video sequences and depth maps},
booktitle = {21st Signal Processing and Communications Applications Conference,
{SIU} 2013, Haspolat, Turkey, April 24-26, 2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SIU.2013.6531360},
doi = {10.1109/SIU.2013.6531360},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/MemisA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SarmanovaA13,
author = {Akkenzhe Sarmanova and
Songul Albayrak},
title = {Alleviating class imbalance problem in data mining},
booktitle = {21st Signal Processing and Communications Applications Conference,
{SIU} 2013, Haspolat, Turkey, April 24-26, 2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SIU.2013.6531574},
doi = {10.1109/SIU.2013.6531574},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SarmanovaA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SaygiliA13,
author = {Ahmet Saygili and
Songul Albayrak},
title = {Faculty of engineering students' success analysis with clustering
methods},
booktitle = {21st Signal Processing and Communications Applications Conference,
{SIU} 2013, Haspolat, Turkey, April 24-26, 2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SIU.2013.6531253},
doi = {10.1109/SIU.2013.6531253},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SaygiliA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/UsluA13,
author = {Erkan Uslu and
Songul Albayrak},
title = {Canny and gauss enhancement on speckle reducing anisotropic diffusion},
booktitle = {21st Signal Processing and Communications Applications Conference,
{SIU} 2013, Haspolat, Turkey, April 24-26, 2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SIU.2013.6531166},
doi = {10.1109/SIU.2013.6531166},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/UsluA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/AltunA12,
author = {Oguz Altun and
Song{\"{u}}l Albayrak},
title = {An evaluation of local interest regions for non-rigid object class
recognition},
journal = {Expert Syst. Appl.},
volume = {39},
number = {3},
pages = {2335--2340},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2011.08.060},
doi = {10.1016/J.ESWA.2011.08.060},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/AltunA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/SonmezSA12,
author = {Elena Battini Sonmez and
B{\"{u}}lent Sankur and
Songul Albayrak},
editor = {Khalifa Djemal and
Mohamed A. Deriche},
title = {Classification with emotional faces via a robust sparse classifier},
booktitle = {3rd International Conference on Image Processing Theory Tools and
Applications, {IPTA} 2012, 15-18 October 2012, Istanbul, Turkey},
pages = {344--349},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IPTA.2012.6469531},
doi = {10.1109/IPTA.2012.6469531},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipta/SonmezSA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/AltunA11,
author = {Oguz Altun and
Song{\"{u}}l Albayrak},
title = {Turkish fingerspelling recognition system using Generalized Hough
Transform, interest regions, and local descriptors},
journal = {Pattern Recognit. Lett.},
volume = {32},
number = {13},
pages = {1626--1632},
year = {2011},
url = {https://doi.org/10.1016/j.patrec.2011.06.010},
doi = {10.1016/J.PATREC.2011.06.010},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/AltunA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bioid/SonmezSA11,
author = {Elena Battini Sonmez and
B{\"{u}}lent Sankur and
Songul Albayrak},
editor = {Claus Vielhauer and
Jana Dittmann and
Andrzej Drygajlo and
Niels Christian Juul and
Michael C. Fairhurst},
title = {Face Classification via Sparse Approximation},
booktitle = {Biometrics and {ID} Management - {COST} 2101 European Workshop, BioID
2011, Brandenburg (Havel), Germany, March 8-10, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6583},
pages = {168--179},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19530-3\_16},
doi = {10.1007/978-3-642-19530-3\_16},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bioid/SonmezSA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/DiriA08,
author = {Banu Diri and
Song{\"{u}}l Albayrak},
title = {Visualization and analysis of classifiers performance in multi-class
medical data},
journal = {Expert Syst. Appl.},
volume = {34},
number = {1},
pages = {628--634},
year = {2008},
url = {https://doi.org/10.1016/j.eswa.2006.10.016},
doi = {10.1016/J.ESWA.2006.10.016},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/DiriA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aia/DiriA06,
author = {Banu Diri and
Song{\"{u}}l Albayrak},
editor = {Vladan Devedzic},
title = {Color Image Compression using Self Organizing Feature Map},
booktitle = {{IASTED} International Conference on Artificial Intelligence and Applications,
part of the 24th Multi-Conference on Applied Informatics, Innsbruck,
Austria, February 13-16, 2006},
pages = {162--166},
publisher = {{IASTED/ACTA} Press},
year = {2006},
url = {https://dl.acm.org/doi/10.5555/1166890.1166918},
doi = {10.5555/1166890.1166918},
timestamp = {Wed, 04 May 2022 13:03:25 +0200},
biburl = {https://dblp.org/rec/conf/aia/DiriA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/AltunAEB06,
author = {Oguz Altun and
Song{\"{u}}l Albayrak and
Ali Ekinci and
Behzat B{\"{u}}k{\"{u}}n},
editor = {Abdul Sattar and
Byeong{-}Ho Kang},
title = {Turkish Fingerspelling Recognition System Using Axis of Least Inertia
Based Fast Alignment},
booktitle = {{AI} 2006: Advances in Artificial Intelligence, 19th Australian Joint
Conference on Artificial Intelligence, Hobart, Australia, December
4-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4304},
pages = {473--481},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11941439\_51},
doi = {10.1007/11941439\_51},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/AltunAEB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/HaberdarA06,
author = {Hakan Haberdar and
Song{\"{u}}l Albayrak},
editor = {Floriana Esposito and
Zbigniew W. Ras and
Donato Malerba and
Giovanni Semeraro},
title = {A Two-Stage Visual Turkish Sign Language Recognition System Based
on Global and Local Features},
booktitle = {Foundations of Intelligent Systems, 16th International Symposium,
{ISMIS} 2006, Bari, Italy, September 27-29, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4203},
pages = {29--37},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875604\_5},
doi = {10.1007/11875604\_5},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismis/HaberdarA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psivt/AltunA06,
author = {Oguz Altun and
Song{\"{u}}l Albayrak},
editor = {Long{-}Wen Chang and
Wen{-}Nung Lie},
title = {Increasing the Effect of Fingers in Fingerspelling Hand Shapes by
Thick Edge Detection and Correlation with Penalization},
booktitle = {Advances in Image and Video Technology, First Pacific Rim Symposium,
{PSIVT} 2006, Hsinchu, Taiwan, December 10-13, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4319},
pages = {1133--1141},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11949534\_114},
doi = {10.1007/11949534\_114},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psivt/AltunA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/HaberdarA05,
author = {Hakan Haberdar and
Song{\"{u}}l Albayrak},
editor = {Pinar Yolum and
Tunga G{\"{u}}ng{\"{o}}r and
Fikret S. G{\"{u}}rgen and
Can C. {\"{O}}zturan},
title = {Real Time Isolated Turkish Sign Language Recognition from Video Using
Hidden Markov Models with Global Features},
booktitle = {Computer and Information Sciences - {ISCIS} 2005, 20th International
Symposium, Istanbul, Turkey, October 26-28, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3733},
pages = {677--687},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11569596\_70},
doi = {10.1007/11569596\_70},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscis/HaberdarA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Albayrak03,
author = {Song{\"{u}}l Albayrak},
editor = {Okyay Kaynak and
Ethem Alpaydin and
Erkki Oja and
Lei Xu},
title = {Unsupervised Clustering Methods for Medical Data: An Application to
Thyroid Gland Data},
booktitle = {Artificial Neural Networks and Neural Information Processing - {ICANN/ICONIP}
2003, Joint International Conference {ICANN/ICONIP} 2003, Istanbul,
Turkey, June 26-29, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2714},
pages = {695--701},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44989-2\_83},
doi = {10.1007/3-540-44989-2\_83},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Albayrak03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/tr/Albayrak00,
author = {Song{\"{u}}l Albayrak},
title = {Renk {\"{o}}zelli{\u{g}}i ile i{\c{c}}erik tabanl{\i} g{\"{o}}r{\"{u}}nt{\"{u}}
eri{\c{s}}imi},
school = {Y{\i}ld{\i}z Technical University, Turkey},
year = {2000},
url = {https://tez.yok.gov.tr/UlusalTezMerkezi/tezDetay.jsp?id=gVY1CDqXU-\_T6vUteIN4fw\&\#38;no=LIsLQvY6Y\_NnAhaZd4EiEg},
timestamp = {Sun, 29 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/tr/Albayrak00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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