Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

The exploration of the transfer learning technique for Globotruncanita genus against the limited low-cost light microscope images

Ozer I., KARACA A. C., KAYA ÖZER C., Gorur K., Kocak I., Cetin O.
Signal, Image and Video Processing , cilt.18, sa.8-9, ss.6363-6377, 2024 (SCI-Expanded) identifier

Towards investigation of transfer learning framework for Globotruncanita genus and Globotruncana genus microfossils in Genus-Level and Species-Level prediction

Ozer I., Kocak I., Cetin O., Can Karaca A. C., KAYA ÖZER C., Gorur K.
Engineering Science and Technology, an International Journal , cilt.48, 2023 (SCI-Expanded) identifier

Species-level microfossil identification for globotruncana genus using hybrid deep learning algorithms from the scratch via a low-cost light microscope imaging

Ozer I., KAYA ÖZER C., KARACA A. C., Gorur K., Kocak I., Cetin O.
MULTIMEDIA TOOLS AND APPLICATIONS , cilt.82, sa.9, ss.13689-13718, 2023 (SCI-Expanded) identifier identifier

Species-Level Microfossil Prediction for Globotruncana genus Using Machine Learning Models

Gorur K., Ozer C. K., Ozer I., KARACA A. C., Cetin O., Kocak I.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , cilt.48, sa.2, ss.1315-1332, 2023 (SCI-Expanded) identifier identifier

MultiTempGAN: Multitemporal multispectral image compression framework using generative adversarial networks

KARACA A. C., Kara O., Güllü M. K.
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION , cilt.81, 2021 (SCI-Expanded) identifier identifier

MultiTempLSTM: prediction and compression of multitemporal hyperspectral images using LSTM networks

KARACA A. C., Gullu M. K.
JOURNAL OF APPLIED REMOTE SENSING , cilt.15, sa.4, 2021 (SCI-Expanded) identifier identifier

Domain Transform Filter and Spatial-Aware Collaborative Representation for Hyperspectral Image Classification Using Few Labeled Samples

KARACA A. C.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS , cilt.18, sa.7, ss.1264-1268, 2021 (SCI-Expanded) identifier identifier

Spatial aware probabilistic multi-kernel collaborative representation for hyperspectral image classification using few labelled samples

KARACA A. C.
INTERNATIONAL JOURNAL OF REMOTE SENSING , cilt.42, sa.3, ss.839-864, 2021 (SCI-Expanded) identifier identifier

Superpixel based compression of hyperspectral image with modified dictionary and sparse representation

Ertem A., KARACA A. C., URHAN O., Gullu M. K.
INTERNATIONAL JOURNAL OF REMOTE SENSING , cilt.41, sa.16, ss.6307-6324, 2020 (SCI-Expanded) identifier identifier

Superpixel based recursive least-squares method for lossless compression of hyperspectral images

KARACA A. C., Gullu M. K.
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING , cilt.30, sa.2, ss.903-919, 2019 (SCI-Expanded) identifier identifier

Detection of forest fire in Menderes district using a superpixel segmentation based search method Menderes ilçesindeki orman yangininin süperpiksel bölütleme temelli arama yöntemiyle tespiti

KARACA A. C., Güllü M. K.
Journal of the Faculty of Engineering and Architecture of Gazi University , cilt.34, sa.2, ss.1061-1076, 2019 (SCI-Expanded) Sürdürülebilir Kalkınma identifier

Lossless hyperspectral image compression using bimodal conventional recursive least-squares

KARACA A. C., Gullu M. K.
REMOTE SENSING LETTERS , cilt.9, sa.1, ss.31-40, 2018 (SCI-Expanded) identifier identifier

Ground-Based Panoramic Stereo Hyperspectral Imaging System With Multiband Stereo Matching

KARACA A. C., ERTÜRK A., Gullu M. K., ERTÜRK S.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING , cilt.9, sa.9, ss.3926-3940, 2016 (SCI-Expanded) identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

Hyperspectral Image Classification Using Improved Active Deep Learning Framework Including Edge Preserving Filters

Dheyaa Al-Sammarraie Z., Karaca A. C.
Türk Uzaktan Algılama ve CBS Dergisi , cilt.5, sa.1, ss.54-68, 2024 (Hakemli Dergi)

Akıllı Şehirlerde Ulaşım Uygulamaları

Küçükmanisa A., Karaca A. C.
Şura Akademi Kent Araştırmaları , sa.2, ss.73-82, 2023 (Hakemli Dergi) Sürdürülebilir Kalkınma

Robust Hyperspectral Feature Extraction Method Using Edge Preserving Filters and Intrinsic Image Decomposition

KARACA A. C.
Havacılık ve Uzay Teknolojileri Dergisi , cilt.13, sa.2, ss.179-188, 2020 (Hakemli Dergi)

Compression of hyperspectral images using automatic adaptive luminance transform and 3D-DCT method

Can E., KARACA A. C., URHAN O., Gullu M. K.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.26, sa.5, ss.868-883, 2020 (ESCI) Creative Commons License identifier

Kamuflaj Tespiti için Hiperspektral Görüntüleme

KARACA A. C., ERTÜRK A., GÜLLÜ M. K., ELMAS M., ERTÜRK S.
EMO Bilimsel Dergi , cilt.3, sa.5, ss.35-39, 2013 (Hakemli Dergi)

Elektronik Tansiyon Ölçüm Sistemi

KARACA A. C., yakut m.
Otomasyon Dergisi , 2011 (Hakemsiz Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Weighted XGBoost Based Active Learning Framework for Fraud Detection with Using Small Number of Samples from Imbalanced Dataset

Karaca A. C.
3rd International Conference on Advanced Engineering, Technology and Applications, 25 Mayıs 2024, ss.674-686

DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine

Salmanian P., Karaca A. C.
MLVis: Machine Learning Methods in Visualisation for Big Data (2024), Aalborg, Danimarka, 27 Mayıs - 27 Haziran 2024, ss.1

Modified Active Learning Framework for Hyperspectral Image Classification with Convolutions Neural Networks

AL-Sammarraie Z. D., KARACA A. C.
2023 7th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Türkiye, 26 Ekim 2023 identifier

Robust and Fast Ship Detection In SAR Images With Complex Backgrounds Based on EfficientDet Model

KARACA A. C.
IEEE 5th International Symposium on Multidisciplinary Studies and Innovative Technologies, Türkiye, 23 Ekim 2021 identifier

Use of Hyperspectral Imaging to Determine Protein Content in Sugar Beet Leaves

ERİKLİOĞLU H., KARACA A. C., ÖZTOP H. M.
1st sensorFINT International Workshop: Smart Spectral Sensors for Agri-Food Quality and Process Control, Portekiz, 30 Eylül 2021

Efficient Resolution Enhancement of JPEG2000 Compressed Multispectral Images Using Deep Super-resolution Methods

KARACA A. C., Uçurmak İ., GÜLLÜ M. K.
IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Türkiye, 25 - 27 Ağustos 2021 identifier

Change Detection in Hyperspectral Images using Long Time Short Memory Based Spectral Signature Regression

KARACA A. C.
International Symposium of Scientific Research and Innovation Studies (ISSRIS21), Türkiye, 22 - 25 Şubat 2021

Reduction of JPEG2000 Compression Artifacts using Very Deep Super Resolution Approach for Multitemporal Multispectral Images Cok Zamanli Multispektral Goruntulerde JPEG2000 Sikistirma Bozunumlarinin Cok Derin Super Cozunurluk Yaklasimi ile Iyilestirilmesi

Kara O., Ucurmak I., KARACA A. C., Gullu M. K.
28th Signal Processing and Communications Applications Conference, SIU 2020, Gaziantep, Türkiye, 5 - 07 Ekim 2020 identifier

Lossy Compression of Hyperspectral Images Using Wavelet Transform, Principal Component Analysis and Tensor Decomposition

CAN E., KARACA A. C., URHAN O., GÜLLÜ M. K.
The 10th International Conference on Image Processing,Wavelet and Applications (IWW2019), Kocaeli, Türkiye, 18 - 20 Ekim 2019

Detection of Burnt Regions in Forest Fires for Multispectral Images using Wavelet Transform and Superpixel Segmentation

KARACA A. C., GÜLLÜ M. K.
The 10th International Conference on Image Processing,Wavelet and Applications (IWW2019), Kocaeli, Türkiye, 18 - 20 Ekim 2019

Turkish sign language recognition using kinect skeleton and convolutional neural network Kinect Iskelet ve Evrişimsel Sinir Aǧlari ile Türkçe Işaret Dili Tanima

Unutmaz B., KARACA A. C., Gullu M. K.
27th Signal Processing and Communications Applications Conference, SIU 2019, Sivas, Türkiye, 24 - 26 Nisan 2019 identifier

Compression of hyperspectral images using superpixel based and error-corrected sparse representation Hiperspektral görüntülerin süperpiksel temelli ve hata düzeltmeli seyrek gösterimle sikiştirilmasi

Ertem A., KARACA A. C., Gullu M. K.
27th Signal Processing and Communications Applications Conference, SIU 2019, Sivas, Türkiye, 24 - 26 Nisan 2019 identifier

Compression of hyperspectral images using adaptive luminance transform Hiperspektral görüntülerin uyarlamali işiklilik dönüşümü ile sikiştirilmasi

Can E., KARACA A. C., Danisman M., URHAN O., Gullu M. K.
26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2 - 05 Mayıs 2018, ss.1-4 identifier

Effects of hyperspectral image compression methods on classification Hiperspektral görüntü sikiştirma yöntemlerinin siniflandirma üzerindeki etkileri

Danisman M., KARACA A. C., Can E., URHAN O., Gullu M. K.
26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2 - 05 Mayıs 2018, ss.1-4 identifier

Prediction and compression of multi-temporal hyperspectral images using luminance transform Farkli zamanlarda alinan hiperspektral görüntülerin işiklilik dönüşümü ile tahmini ve sikiştirilmasi

KARACA A. C., Gullu M. K.
26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2 - 05 Mayıs 2018, ss.1-4 identifier

Target Preserving Hyperspectral Image Compression Using Weighted PCA and JPEG2000

KARACA A. C., Gullu M. K.
8th International Conference on Image and Signal Processing (ICISP), Cherbourg, Fransa, 2 - 04 Temmuz 2018, cilt.10884, ss.508-516 identifier identifier

COMPRESSION OF HYPERSPECTRAL IMAGES USING LUMINANCE TRANSFORM AND 3D-DCT

Can E., KARACA A. C., Danisman M., URHAN O., Gullu M. K.
38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, İspanya, 22 - 27 Temmuz 2018, ss.5073-5076 identifier identifier

A DETAILED PERFORMANCE ANALYSIS OF HYPERSPECTRAL IMAGE COMPRESSION TECHNIQUES

Danisman M., KARACA A. C., Can E., URHAN O., Gullu M. K.
38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, İspanya, 22 - 27 Temmuz 2018, ss.5069-5072 identifier identifier

A fast approach for adaptive conventional recursive least-squares predictor in lossless compression of hyperspectral images Hiperspektral Görüntülerin Kayipsiz Sikiştirmasinda Adaptif Geleneksel Yinelemeli En Küçük Karesel Hata Kestiricisi için Hizli Bir Yaklaşim

KARACA A. C., Gullu M. K.
25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Türkiye, 15 - 18 Mayıs 2017 identifier

The use of low-bit depth approaches for band ordering in hyperspectral image compression Hiperspektral Görüntü Sikiştirmada Bant Siralama için Düşuk Bit-Derinliǧi Yaklaşimlarinin Kullanimi

KARACA A. C., Gullu M. K.
25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Türkiye, 15 - 18 Mayıs 2017 identifier

Lossless Compression of Ultraspectral Sounder Data Using Recursive Least Squares

KARACA A. C., Gullu M. K.
8th International Conference on Recent Advances in Space Technologies (RAST), İstanbul, Türkiye, 19 - 22 Haziran 2017, ss.109-112 identifier identifier

Comparison of Traditional and Recent Unsupervised Band Selection Approaches in Hyperspectral Images

KARACA A. C., Gullu M. K.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.785-788 identifier identifier

Local Spectral Gradient Based Gas Detection in LWIR Hyperspectral Images

Cesmeci D., KARACA A. C., ERTÜRK A., ERTÜRK S.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.2166-2169 identifier identifier

Hybrid Change Detection Approach in Hyperspectral Images

KARACA A. C., Cesmeci D., ERTÜRK A., ERTÜRK S.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.2226-2229 identifier identifier

Stereo Hiperspektral Görüntüleme Sistemi

KARACA A. C., ÇEŞMECİ D., ERTÜRK A., GÜLLÜ M. K., ERTÜRK S.
FOTONİK 2014: 16. Ulusal Optik, Elektro-Optik ve Fotonik Çalıştayı, Türkiye, 05 Eylül 2014

Hyperspectral change detection with stereo disparity information enhancement

KARACA A. C., Çeşmeci D., ERTÜRK A., Güllü M. K., ERTÜRK S.
6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2014, Lausanne, İsviçre, 24 - 27 Haziran 2014 identifier

Stereo Hiperspektral Görüntüleme

KARACA A. C., ERTÜRK A., GÜLLÜ M. K., ERTÜRK S.
7. SavunmaTeknolojileri Kongresi (SAVTEK 2014), Ankara, Türkiye, 25 - 26 Haziran 2014

Hyperspectral Change Detection Based on Multi-Band Census Transform

Cesmeci D., KARACA A. C., ERTÜRK A., Gullu M. K., ERTÜRK S.
22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.1910-1913 identifier identifier

HYPERSPECTRAL CHANGE DETECTION BY MULTI-BAND CENSUS TRANSFORM

Cesmeci D., KARACA A. C., ERTÜRK A., Gullu M. K., ERTÜRK S.
IEEE Joint International Geoscience and Remote Sensing Symposium (IGARSS) / 35th Canadian Symposium on Remote Sensing, Quebec City, Kanada, 13 - 18 Temmuz 2014, ss.2969-2972 identifier identifier

A NOVEL PANORAMIC STEREO HYPERSPECTRAL IMAGING SYSTEM

KARACA A. C., ERTÜRK A., Gullu M. K., ERTÜRK S.
6th International Symposium on Communications, Control and Signal Processing (ISCCSP), Athens, Yunanistan, 21 - 23 Mayıs 2014, ss.145-148 identifier identifier

DESIGN OF A HYPERSPECTRAL IMAGING SPECTROMETER FOR VISIBLE AND NEAR INFRARED REGION APPLICATIONS

Cirpici U., KARACA A. C., ERTÜRK A., Gullu M. K., ERTÜRK S.
22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.1407-1410 identifier identifier

Hiperspektral Görüntüleme Spektrometresinin Optik Tasarımı

ÇIRPICI U., KARACA A. C., ERTÜRK A., ERTÜRK S.
FOTONİK 2013: 15. Ulusal Optik, Elektro-Optik ve Fotonik Çalıştayı, Türkiye, 06 Eylül 2013

Automatic waste sorting using shortwave infrared hyperspectral imaging system

KARACA A. C., ERTÜRK A., Gullu M. K., Elmas M., ERTÜRK S.
5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2013, Florida, Amerika Birleşik Devletleri, 26 - 28 Haziran 2013 identifier

Plastic Waste Sorting Using Infrared Hyperspectral Imaging System

KARACA A. C., ERTÜRK A., Gullu M. K., Elmas M., ERTÜRK S.
21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013 Sürdürülebilir Kalkınma identifier identifier

Hiperspektral Görüntüleme Sistemi Ve Uygulamaları

KARACA A. C., ERTÜRK A., GÜLLÜ M. K., ERTÜRK S.
FOTONİK 2012: 14. Ulusal Optik, Elektro-Optik ve Fotonik Çalıştayı, Türkiye, 14 Eylül 2012

Analysis of evidence in forensic documents using hyperspectral imaging system Hi̇perspektral görüntüleme si̇stemi̇ i̇le adli̇ belgelerdeki̇ bulgularin anali̇zi̇

KARACA A. C., ERTÜRK A., Güllü M. K., Elmas M., ERTÜRK S.
2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Türkiye, 18 - 20 Nisan 2012 identifier

Hiperspektral Görüntüleme ile Kamuflaj Tespiti

KARACA A. C., ERTÜRK A., GÜLLÜ M. K., ELMAS M., ERTÜRK S.
6. SavunmaTeknolojileri Kongresi (SAVTEK 2012), Ankara, Türkiye, 20 - 22 Haziran 2012

COMPARATIVE EVALUATION OF VECTOR MACHINE BASED HYPERSPECTRAL CLASSIFICATION METHODS

KARACA A. C., ERTÜRK A., Gullu M. K., ERTÜRK S.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Munich, Almanya, 22 - 27 Temmuz 2012, ss.4970-4973 identifier identifier

Metrikler

Yayın

57

Atıf (WoS)

73

H-İndeks (WoS)

5

Atıf (Scopus)

190

H-İndeks (Scopus)

8

Atıf (Scholar)

218

H-İndeks (Scholar)

9

Proje

7

Tez Danışmanlığı

4

Açık Erişim

1
BM Sürdürülebilir Kalkınma Amaçları