Doç. Dr. Ali Can KARACA

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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

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)

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)

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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