Assoc. Prof. Ali Can KARACA

Publication Network

Articles 32

1. Adaptive Logit Fusion for Mitigating Class Imbalance in Multi-Category Sperm Morphology Assessment

Özge E. C., İlhan H. O., Serbes G., Uzun H., Karaca A. C., Huner Yigit M.

LIFE-BASEL , vol.16, no.3, pp.1-24, 2026 (Scopus)

2. X-Change: An RGB-Inspired Spectral-Aware Framework for Multi-Task and Explainable Change Captioning

Tuzlupinar B., Fatih Amasyali M., KARACA A. C.

IEEE Geoscience and Remote Sensing Letters , vol.23, 2026 (SCI-Expanded, Scopus)

3. Change Captioning Meets SAR Imagery: A Multimodal Dataset and Bitemporal Modeling Framework

Özelbaş M. E., Amasyalı M. F., Karaca A. C.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS , vol.1, pp.1-5, 2026 (Scopus)

4. An end-to-end framework for hyperspectral detection of automotive paint anomalies

Özelbaş M. E., Karaca A. C., Elmas M.

Signal, Image and Video Processing , vol.19, no.16, 2025 (SCI-Expanded, Scopus)

5. Real-Time and Accurate Pupil Detection Based Retro-Oriented Mind and Ellipse Trend Analysis

İnanır Ş., Karaca A. C.

TRAITEMENT DU SIGNAL , vol.42, no.4, pp.1841-1862, 2025 (SCI-Expanded, Scopus)

6. The Clean-Label-Friendly Solution: Stabilizing Milk-Based Cocoa Beverages with Citrus Fiber

Öztürk S. A., Altan Kamer D. D., KARACA A. C., TOKER Ö. S.

ACS Omega , vol.10, no.29, pp.31509-31522, 2025 (SCI-Expanded, Scopus) Sustainable Development

7. A fast approach for flood mapping over a large region using Sentinel-2 imagery

Özelbaş M. E., Karaca A. C., Amasyalı M. F.

REMOTE SENSING LETTERS , vol.16, no.9, pp.958-969, 2025 (SCI-Expanded, Scopus) Sustainable Development

8. Adapting Vision Transformer-Based Object Detection Model for Handwritten Text Line Segmentation Task

Karakuş O. F., Gülcü A., Karaca A. C.

Journal of Innovative Science and Engineering (JISE) , vol.9, no.1, pp.28-38, 2025 (TRDizin)

9. Determination of stabilizer concentration and process effect on the stability of milk-based cocoa beverage

Öztürk S. A., Icyer N. C., KARACA A. C., BEKİROĞLU H., SAĞDIÇ O., TOKER Ö. S.

Journal of Food Science , vol.90, no.4, 2025 (SCI-Expanded, Scopus)

10. An end-to-end active learning framework for limited labelled hyperspectral image classification

Karaca A. C., Bilgin G.

INTERNATIONAL JOURNAL OF REMOTE SENSING , vol.1, pp.1-28, 2025 (SCI-Expanded, Scopus)

11. Q-MultiTempGAN: Post-training Quantization of Multitemporal Multispectral Image Compression Models

Gharagoz N. S., Karaca A. C.

Applied and Computational Engineering , vol.100, no.1, pp.153-161, 2025 (Peer-Reviewed Journal)

12. Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC Framework

Karaca A. C., Ozelbas E., Berber S., Karimli O., Yıldırım T., Amasyalı M. F.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol.18, pp.21494-21513, 2025 (SCI-Expanded, Scopus)

13. Introducing MOSAIC-SEN2-CC: A Multispectral Dataset and Adaptation Framework for Remote Sensing Change Captioning

Tuzlupinar B., Ozelbas E., Amasyalı M. F., Karaca A. C.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol.18, pp.25410-25426, 2025 (SCI-Expanded, Scopus) Sustainable Development

14. 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 , vol.18, no.8-9, pp.6363-6377, 2024 (SCI-Expanded, Scopus)

15. 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 , vol.5, no.1, pp.54-68, 2024 (TRDizin)

16. 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 , vol.48, 2023 (SCI-Expanded, Scopus)

17. Akıllı Şehirlerde Ulaşım Uygulamaları

Küçükmanisa A., Karaca A. C.

Şura Akademi Kent Araştırmaları , no.2, pp.73-82, 2023 (Peer-Reviewed Journal) Sustainable Development

18. 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 , vol.82, no.9, pp.13689-13718, 2023 (SCI-Expanded, Scopus)

19. 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 , vol.48, no.2, pp.1315-1332, 2023 (SCI-Expanded, Scopus)

20. 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 , vol.81, 2021 (SCI-Expanded, Scopus)

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

KARACA A. C., Gullu M. K.

JOURNAL OF APPLIED REMOTE SENSING , vol.15, no.4, 2021 (SCI-Expanded, Scopus)

22. 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 , vol.18, no.7, pp.1264-1268, 2021 (SCI-Expanded, Scopus)

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

KARACA A. C.

INTERNATIONAL JOURNAL OF REMOTE SENSING , vol.42, no.3, pp.839-864, 2021 (SCI-Expanded, Scopus)

24. 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 , vol.41, no.16, pp.6307-6324, 2020 (SCI-Expanded, Scopus)

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

KARACA A. C.

Havacılık ve Uzay Teknolojileri Dergisi , vol.13, no.2, pp.179-188, 2020 (TRDizin)

26. 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 , vol.26, no.5, pp.868-883, 2020 (ESCI, TRDizin)

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

KARACA A. C., Gullu M. K.

MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING , vol.30, no.2, pp.903-919, 2019 (SCI-Expanded, Scopus)

28. 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 , vol.34, no.2, pp.1061-1076, 2019 (SCI-Expanded, Scopus, TRDizin) Sustainable Development

29. Lossless hyperspectral image compression using bimodal conventional recursive least-squares

KARACA A. C., Gullu M. K.

REMOTE SENSING LETTERS , vol.9, no.1, pp.31-40, 2018 (SCI-Expanded, Scopus)

30. 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 , vol.9, no.9, pp.3926-3940, 2016 (SCI-Expanded, Scopus)

31. Kamuflaj Tespiti için Hiperspektral Görüntüleme

KARACA A. C., ERTÜRK A., GÜLLÜ M. K., ELMAS M., ERTÜRK S.

EMO Bilimsel Dergi , vol.3, no.5, pp.35-39, 2013 (Peer-Reviewed Journal)

32. Elektronik Tansiyon Ölçüm Sistemi

KARACA A. C., yakut m.

Otomasyon Dergisi , 2011 (Non Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences 44

1. SAR Image Classification Using Edge-Preserving Filters

AKKUŞ B., ELBİR A., KARACA A. C.

International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, 14 - 16 November 2025, pp.1-5, (Full Text)

2. Automatic Radiology Report Generation with Deep Learning Based Model Fusion Approach

Başkara R., Karakuş O. F., Karaca A. C., Diri B., Alparslan B., Arslan A. S., et al.

2025 Innovations in Intelligent Systems and Applications Conference (ASYU), Bursa, Turkey, 10 - 12 September 2025, pp.1, (Full Text)

3. LLaVa-RS: A Unified Model for Image and Change Captioning in Remote Sensing

Yıldırım T., Amasyali M. F., Karaca A. C.

2025 33rd Signal Processing and Communications Applications Conference (SIU), İstanbul, Turkey, 25 - 28 June 2025, pp.1-4, (Full Text)

4. Scalable Remote Sensing Image Change Captioning using In-Context Learning

Ateş B., Karimli O., Amasyali M. F., Karaca A. C.

2025 33rd Signal Processing and Communications Applications Conference (SIU), İstanbul, Turkey, 25 - 28 June 2025, pp.1-4, (Full Text)

5. BLIP-CC: Adapting the BLIP for Change Captioning Task in Remote Sensing BLIP-CC: BLIP in Uzaktan Algilamada De?gi sim zetleme G revine Uyarlanmasi

Duman E., Serttas O., Ozelbas E., Karaca A. C.

33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Turkey, 25 - 28 June 2025, (Full Text)

6. Data Augmentation in Remote Sensing Image Change Captioning

Karimli O., Mustafazade I., Karaca A. C., Amasyalı F.

2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 26 - 28 October 2024, pp.1-4, (Full Text)

7. 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, Denmark, 27 May - 27 June 2024, pp.1, (Full Text)

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

Onur Erboy M., KARACA A. C.

International Conference on Advanced Engineering, Technology and Applications, ICAETA 2024, Catania, Italy, 24 - 25 May 2024, vol.1138 LNNS, pp.674-686, (Full Text)

9. 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), Turkey, 26 October 2023, (Full Text)

10. 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, Turkey, 23 October 2021, (Full Text)

11. 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, Portugal, 30 September 2021, (Summary Text)

12. 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), Turkey, 25 - 27 August 2021, (Full Text)

13. 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), Turkey, 22 - 25 February 2021, (Summary Text)

14. 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, Turkey, 5 - 07 October 2020, (Full Text)

15. 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, Turkey, 18 - 20 October 2019, (Summary Text)

16. 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, Turkey, 18 - 20 October 2019, (Summary Text)

17. 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, Turkey, 24 - 26 April 2019, (Full Text)

18. 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, Turkey, 24 - 26 April 2019, (Full Text)

19. 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, Turkey, 2 - 05 May 2018, pp.1-4, (Full Text)

20. 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, Turkey, 2 - 05 May 2018, pp.1-4, (Full Text)

21. 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, Turkey, 2 - 05 May 2018, pp.1-4, (Full Text)

22. 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, Spain, 22 - 27 July 2018, pp.5069-5072, (Full Text)

23. 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, France, 2 - 04 July 2018, vol.10884, pp.508-516, (Full Text)

24. 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, Spain, 22 - 27 July 2018, pp.5073-5076, (Full Text)

25. 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, Turkey, 15 - 18 May 2017, (Full Text)

26. 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, Turkey, 15 - 18 May 2017, (Full Text)

27. 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, Turkey, 19 - 22 June 2017, pp.109-112, (Full Text)

28. 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, Turkey, 16 - 19 May 2016, pp.785-788, (Full Text)

29. 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, Turkey, 16 - 19 May 2015, pp.2166-2169, (Full Text)

30. 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, Turkey, 16 - 19 May 2015, pp.2226-2229, (Full Text)

31. 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, Turkey, 05 September 2014, (Summary Text)

32. 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, Switzerland, 24 - 27 June 2014, (Full Text)

33. Stereo Hiperspektral Görüntüleme

KARACA A. C., ERTÜRK A., GÜLLÜ M. K., ERTÜRK S.

7. SavunmaTeknolojileri Kongresi (SAVTEK 2014), Ankara, Turkey, 25 - 26 June 2014, (Full Text)

34. 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, Turkey, 23 - 25 April 2014, pp.1407-1410, (Full Text)

35. 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, Turkey, 23 - 25 April 2014, pp.1910-1913, (Full Text)

36. 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, Canada, 13 - 18 July 2014, pp.2969-2972, (Full Text)

37. 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, Greece, 21 - 23 May 2014, pp.145-148, (Full Text)

38. Hiperspektral Görüntüleme Spektrometresinin Optik Tasarımı

ÇIRPICI U., KARACA A. C., ERTÜRK A., ERTÜRK S.

FOTONİK 2013: 15. Ulusal Optik, Elektro-Optik ve Fotonik Çalıştayı, Turkey, 06 September 2013, (Summary Text)

39. 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, United States Of America, 26 - 28 June 2013, (Full Text)