Buket Toptaş profile image
Buket Toptaş BANDIRMA ONYEDİ EYLÜL ÜNİVERSİTESİ
Publication 7 Review 7 CrossRef Cited 6
7 Publication
7 Review
6 CrossRef Cited

Research Fields

Engineering Image Processing Deep Learning Semi- and Unsupervised Learning Machine Learning (Other)

Institution

BANDIRMA ONYEDİ EYLÜL ÜNİVERSİTESİ

Publications

Deep Learning with Limited Data: Advanced Classification Approaches Through Few-Shot Learning and Prototype Networks
Authors: Sara Altun Güven , Buket Toptaş
Published: 2025 , Duzce University Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 614

0

614

Polyp Segmentation with Deep Learning: Utilizing DeeplabV3+ Architecture and Various CNN Backbones
Authors: Yaren Akgöl , Buket Toptaş
Published: 2024 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1517112
FAVORITE 0 TOTAL DOWNLOAD COUNT 1144

0

1144

Guava fruit classification system design with convolutional neural networks
Authors: Buket Toptaş , Sara Altun Güven
Published: 2024 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.1498303
FAVORITE 0 TOTAL DOWNLOAD COUNT 758

0

758

Using Up-to-Date GAN Methods for Aerial Images
Authors: Sara Altun Güven , Buket Toptaş
Published: 2024 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1386384
FAVORITE 0 TOTAL DOWNLOAD COUNT 844

0

844

The Separation of glaucoma and non-glaucoma fundus images using EfficientNet-B0
Authors: Buket Toptaş , Davut Hanbay
Published: 2022 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1174512
FAVORITE 0 TOTAL DOWNLOAD COUNT 533

0

533

A threshold-based morphological method for extraction blood vessels from retina
Authors: Buket Toptaş , Davut Hanbay
Published: 2022 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.900696
FAVORITE 0 TOTAL DOWNLOAD COUNT 1345

0

1345

RENKSEL VE DOKUSAL ÖZELLİKLER KULLANARAK ALEV VE ALEV OLMAYAN GÖRÜNTÜ KESİTLERİNİN SINIFLANDIRILMASI
Authors: Buket Toptaş , Davut Hanbay
Published: 2019 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.630926
FAVORITE 0 TOTAL DOWNLOAD COUNT 934

0

934

Articles published in
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences

Reviews

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science

Publications

Guava fruit classification system design with convolutional neural networks
Authors: Buket Toptaş , Sara Altun Güven
Published: 2024 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.1498303
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 758

1

0

758

Using Up-to-Date GAN Methods for Aerial Images
Authors: Sara Altun Güven , Buket Toptaş
Published: 2024 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1386384
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 844

1

0

844

The Separation of glaucoma and non-glaucoma fundus images using EfficientNet-B0
Authors: Buket Toptaş , Davut Hanbay
Published: 2022 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1174512
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 533

1

0

533

A threshold-based morphological method for extraction blood vessels from retina
Authors: Buket Toptaş , Davut Hanbay
Published: 2022 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.900696
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1345

1

0

1345

RENKSEL VE DOKUSAL ÖZELLİKLER KULLANARAK ALEV VE ALEV OLMAYAN GÖRÜNTÜ KESİTLERİNİN SINIFLANDIRILMASI
Authors: Buket Toptaş , Davut Hanbay
Published: 2019 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.630926
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 934

2

0

934

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.