Yayınlar & Eserler

Makaleler 25
Tümü (25)
SCI-E, SSCI, AHCI (18)
SCI-E, SSCI, AHCI, ESCI (19)
ESCI (1)
Scopus (20)
TRDizin (1)
Diğer Yayınlar (4)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 70

1. State-Space Modeling with Mamba for Interpretable Crop Yield Estimation: A Cotton Case

Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS), Bucuresti, Romanya, 2 - 04 Eylül 2025, ss.1-4, (Tam Metin Bildiri)

2. Marine Mucilage Mapping using a Partial Linear-Quadratic Hyperspectral Unmixing NMF-Based Approach

2025 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Brisbane, Avustralya, 3 - 08 Ağustos 2025, ss.1-4, (Tam Metin Bildiri)

4. Adriyatik Denizi’nde Doğrusal Olmayan Karışım Giderimi Tabanlı Müsilaj İzleme

33. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU), İstanbul, Türkiye, 25 - 28 Haziran 2025, ss.1-4, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

5. Cross-Regional and Interpretable Marine Mucilage Monitoring Using Spectral Indices and SHAP

17th Joint Urban Remote Sensing Event (JURSE), Tunis, Tunus, 4 - 07 Mayıs 2025, ss.1-4, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

6. Towards Explainable AI for Binary Change Detection in Satellite Images

17th Joint Urban Remote Sensing Event (JURSE), Tunis, Tunus, 4 - 07 Mayıs 2025, ss.1-4, (Tam Metin Bildiri)

7. Marine Mucilage Monitoring of the Adriatic Sea with Perturbed Linear Mixing Model

17th Joint Urban Remote Sensing Event (JURSE), Tunis, Tunus, 4 - 07 Mayıs 2025, ss.1-4, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

8. Object Detection in Hyperspectral Images with Unsupervised Domain Adaptation

9. Uluslararası Bilgi​sayar Bilimleri ve Mühendisliği ​Konferansı (UBMK 2024), Antalya, Türkiye, 26 - 28 Ekim 2024, ss.1-5, (Tam Metin Bildiri) Creative Commons License

9. Uzaktan Algılamada Nesne Tespiti için Açıklanabilir Yapay Zeka Yöntemlerinin Katman-Bazlı Değerlendirilmesi

IX. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS 2024), Aksaray, Türkiye, 17 - 19 Ekim 2024, ss.1-5, (Tam Metin Bildiri) Creative Commons License

10. Türkiyede Pamuk Rekolte Kestirimi için Bölgesel AYZ Yorumlanabilir LSTM Modellerinin Karşılaştırılması

IX. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS 2024), Aksaray, Türkiye, 17 - 19 Ekim 2024, ss.1-4, (Tam Metin Bildiri)

11. Informed NMF-Based Unmixing Method Addressing Spectral Variability for Marine Mucilage Mapping using Hyperspectral PRISMA Data

2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Yunanistan, 7 - 12 Temmuz 2024, ss.1-4, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

12. A SHAP-Based Analysis of Remote Sensing Indices for Marine Mucilage Detection and Mapping

2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Yunanistan, 7 - 12 Temmuz 2024, ss.1-4, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

13. Nonlinear Unmixing Based Marine Mucilage Monitoring

2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Yunanistan, 7 - 12 Temmuz 2024, ss.1-4, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

14. An Evaluation of XAI Methods for Object Detection in Satellite Images using YOLOv5

Fifth International Congress of Applied Statistics (UYIK-2024), İstanbul, Türkiye, 21 - 23 Mayıs 2024, ss.1-9, (Tam Metin Bildiri) Creative Commons License

15. GÖKTÜRK-I Verilerinden Karışım Giderimi Temelli Müsilaj Analizi

32. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2024), Mersin, Türkiye, 15 - 18 Mayıs 2024, ss.1-4, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

16. Generalized Linear Mixing Model Based Environmental Monitoring of Marine Mucilage

2024 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), Oran, Cezayir, 15 - 17 Nisan 2024, ss.1-5, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

17. Unmixing with Spectral Variability for Marine Mucilage Analysis

13th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Athens, Yunanistan, 31 Ekim - 02 Kasım 2023, ss.1-5, (Tam Metin Bildiri)

18. Interpreting Hyperspectral Remote Sensing Image Classification Methods via Explainable Artificial Intelligence

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2023, California, Amerika Birleşik Devletleri, 16 - 21 Temmuz 2023, ss.1-4, (Tam Metin Bildiri) Creative Commons License

19. Temporal Analysis of Marine Mucilage in the Sea of Marmara using Unmixing Based Change Detection

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2023, California, Amerika Birleşik Devletleri, 16 - 21 Temmuz 2023, ss.1-4, (Tam Metin Bildiri)

20. Hiperspektral Sınıflandırma için SHAP ile Bant Tabanlı Yorumlanabilirlik

31. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2023), İstanbul, Türkiye, 5 - 08 Temmuz 2023, ss.1-4, (Tam Metin Bildiri) Creative Commons License

21. Assessing sea-snot accumulation using spectral mixture analysis of hyperspectral PRISMA data

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2022, 17 - 22 Temmuz 2022, ss.1-4, (Tam Metin Bildiri)

22. Analysis of Mucilage Levels Build Up in the Sea of Marmara Based on Unsupervised Unmixing of Worldview-3 Data

IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium 2022 (M2GARSS 2022), 7 - 09 Mart 2022, ss.1-5, (Tam Metin Bildiri)

23. Fully Unsupervised Binary Change Detection for Hyperspectral Images Using Laplacian Eigenmaps and Clustering

EEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium 2022 (M2GARSS 2022), 7 - 09 Mart 2022, ss.1-5, (Tam Metin Bildiri)

24. Change Detection with Manifold Embedding for Hyperspectral Images

11th Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (WHISPERS), Amsterdam, Hollanda, 24 - 26 Mart 2021, ss.1-4, (Tam Metin Bildiri)

25. Coupled Nonnegative Matrix Factorization with Local Neighborhood Weights for Data Fusion

2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium, M2GARSS 2020, Tunis, Tunus, 9 - 11 Mart 2020, ss.41-44, (Tam Metin Bildiri) identifier identifier

26. Constrained Nonnegative Matrix Factorization for Hyperspectral Change Detection

2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium, M2GARSS 2020, Tunis, Tunus, 9 - 11 Mart 2020, ss.49-52, (Tam Metin Bildiri) identifier identifier

27. Unmixing Based Change Detection for Hyperspectral Images with Endmember Variability

9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 23 - 26 Eylül 2018, (Tam Metin Bildiri) identifier

28. Graph Regularized L1/2-Sparsity Constrained Non-Negative Matrix Factorization for Hyperspectral and Multispectral Image Fusion

9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2018, Amsterdam, Hollanda, 23 - 26 Eylül 2018, (Tam Metin Bildiri) identifier

29. GÖKTÜRK-2 Alıcısı Üzerine Pankeskinleştirme Yaklaşımlarının Başarım Analizi

26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2018), İzmir, Türkiye, 2 Mart - 05 Mayıs 2018, (Tam Metin Bildiri) identifier

30. GÖKTÜRK-2 Görüntüleri için Patika Açma Tabanlı Yol Çıkarımı

26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2018), İzmir, Türkiye, 2 - 05 Mayıs 2018, (Tam Metin Bildiri) identifier

31. BLOCK-BASED AND SEGMENTATION-BASED APPROACHES FOR COMPONENT SUBSTITUTION BASED HYPERSPECTRAL PANSHARPENING

38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, İspanya, 22 - 27 Temmuz 2018, ss.8054-8057, (Tam Metin Bildiri) identifier identifier

32. ANOMALY PRESERVING CONTENT-AWARE HYPERSPECTRAL IMAGE SIZE REDUCTION

38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, İspanya, 22 - 27 Temmuz 2018, ss.6368-6371, (Tam Metin Bildiri) identifier identifier

33. A Comprehensive Review of Pansharpening Algorithms for GÖKTÜRK-2 Satellite Images

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences 4th International GeoAdvances Workshop, Karabük, Türkiye, 14 - 15 Ekim 2017, cilt.44, ss.263-270, (Tam Metin Bildiri) Creative Commons License identifier

34. Hiperspektral Süperpiksel Kümeleme İçin Metrik ve Dönüşüm Başarım Analizi

2017 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, ss.1-4, (Tam Metin Bildiri)

35. RASAT Görüntüleri için Pankeskinleştirme Algoritmalarının Başarım Analizi

2017 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri) identifier

36. SEAM CARVING FOR HYPERSPECTRAL IMAGE SIZE REDUCTION AND UNMIXING

IEEE International Geoscience & Remote Sensing Symposium, Texas, Amerika Birleşik Devletleri, 23 - 28 Temmuz 2017, ss.1752-1755, (Tam Metin Bildiri) identifier identifier

37. Superpixel Based Unmixing for Enhanced Hyperspectral Denoising

8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los-Angeles, Şili, 21 Ağustos 2016, (Tam Metin Bildiri)

38. Sparse unmixing based denoising for hyperspectral images

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, Çin, 10 - 15 Temmuz 2016, ss.7006-7009, (Tam Metin Bildiri) identifier identifier

39. Hiperspektal Görüntülerde Süperpiksel Tabanlı Karışım Giderimi ile Gürültü Giderimi

24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2016), Zonguldak, Turkey, Türkiye, 16 - 19 Mayıs 2016, ss.2189-2192, (Tam Metin Bildiri) identifier identifier

40. UNMIXING WITH SLIC SUPERPIXELS FOR HYPERSPECTRAL CHANGE DETECTION

36th IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, Çin, 10 - 15 Temmuz 2016, ss.3370-3373, (Tam Metin Bildiri) identifier identifier

41. Unmixing Based Denoising and Anomalous Endmember Detection

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2015, 26 - 31 Temmuz 2015, (Özet Bildiri)

42. Sparse Unmixing for Hyperspectral Change Detection

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2015, 26 - 31 Temmuz 2015, (Özet Bildiri)

43. Local spectral gradient based gas detection in LWIR hyperspectral images

2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, Türkiye, 16 - 19 Mayıs 2015, (Tam Metin Bildiri)

44. Hybrid change detection approach in hyperspectral images

2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, Türkiye, 16 - 19 Mayıs 2015, (Tam Metin Bildiri)

45. Hyperspectral Change Detection by Sparse Unmixing with Dictionary Pruning

7th Workshop on Hyperspectral Image and Signal Processing (WHISPERS 2015), 2 - 05 Haziran 2015, (Tam Metin Bildiri)

46. Hyperspectral Change Detection with Stereo Disparity Information Enhancement

IEEE 6th Workshop on Hyperspectral Image and Signal Processing:Evolution in Remote Sensing (WHISPERS), İsviçre, 24 - 27 Temmuz 2014

47. Stereo Hiperspektral Görüntüleme

7. SavunmaTeknolojileri Kongresi (SAVTEK 2014), Ankara, Türkiye, 25 - 26 Haziran 2014, (Tam Metin Bildiri)

48. Design of a hyperspectral imaging spectrometer for visible and near infrared region applications

2014 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, Türkiye, 23 - 25 Nisan 2014, (Tam Metin Bildiri)

49. Hyperspectral change detection based on Multi band Census Transform

2014 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, Türkiye, 23 - 25 Nisan 2014, (Tam Metin Bildiri)

50. A NOVEL PANORAMIC STEREO HYPERSPECTRAL IMAGING SYSTEM

6th International Symposium on Communications, Control and Signal Processing (ISCCSP), Athens, Yunanistan, 21 - 23 Mayıs 2014, ss.145-148, (Tam Metin Bildiri) identifier identifier

51. HYPERSPECTRAL CHANGE DETECTION BY MULTI-BAND CENSUS TRANSFORM

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, (Tam Metin Bildiri) identifier identifier

52. Integrating anomaly detection to spatial preprocessing for endmember extraction of hyperspectral images

2013 33rd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013, Melbourne, Avustralya, 21 - 26 Temmuz 2013, ss.1087-1090, (Tam Metin Bildiri) identifier identifier

53. Automatic Waste Sorting using Shortwave Infrared Hyperspectral Imaging System

IEEE 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 25 Temmuz - 28 Eylül 2013, (Tam Metin Bildiri) identifier

55. Unmixing-based fusion of hyperspectral images for classification Hiperspektral görüntülerin siniflandirilmasinda katişim temelli kaynaştirma

2013 21st Signal Processing and Communications Applications Conference, SIU 2013, Haspolat, Türkiye, 24 - 26 Nisan 2013, (Tam Metin Bildiri) identifier

57. Hiperspektral Görüntüleme ile Kamuflaj Tespiti

6. SavunmaTeknolojileri Kongresi (SAVTEK 2012), Ankara, Türkiye, 20 - 22 Haziran 2012, (Tam Metin Bildiri)

58. Plastic waste sorting using infrared hyperspectral imaging system

2013 21st Signal Processing and Communications Applications Conference (SIU), Haspolat, Türkiye, 24 - 26 Nisan 2013, (Tam Metin Bildiri) identifier

59. Unmixing-based Fusion of Hyperspectral Images for Classification

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013, (Tam Metin Bildiri) identifier identifier

60. Unmixing-based Fusion of Hyperspectral Images with High Spatial Resolution Images

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013, (Tam Metin Bildiri) identifier identifier

61. Anomaly and Homogeneous Region Guided Endmember Extraction for Hyperspectral Images

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013, (Tam Metin Bildiri) identifier identifier

62. An automated fine registration of multisensor remote sensing imagery

2012 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Almanya, 22 - 27 Temmuz 2012, ss.1361-1364, (Tam Metin Bildiri) identifier identifier

63. Hyperspectral image classification with spectral gradient enhancement for empirical mode decomposition

2012 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Almanya, 22 - 27 Temmuz 2012, ss.4162-4165, (Tam Metin Bildiri) identifier identifier

64. Analysis of evidence in forensic documents using hyperspectral imaging system

2012 20th Signal Processing and Communications Applications Conference (SIU), Mugla, Turkey, Türkiye, 18 - 20 Nisan 2012, (Tam Metin Bildiri)

65. Image registration with luminance transform operation Parlaklik dönüşüm i̇şlemi̇ i̇le i̇mge çakiştirma

2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Türkiye, 18 - 20 Nisan 2012, (Tam Metin Bildiri) identifier

68. COMPARATIVE EVALUATION OF VECTOR MACHINE BASED HYPERSPECTRAL CLASSIFICATION METHODS

IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Munich, Almanya, 22 - 27 Temmuz 2012, ss.4970-4973, (Tam Metin Bildiri) identifier identifier

70. Hybrid iterative TDOA emitter localization using two different techniques Melez özyineli i̇ki teknikli variş zaman farkina dayali verici konum tespiti

2008 IEEE 16th Signal Processing, Communication and Applications Conference, SIU, Aydın, Türkiye, 20 - 22 Nisan 2008, (Tam Metin Bildiri) identifier
Kitaplar 1

1. Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities

Advances in Machine Learning and Image Analysis for GeoAI, Saurabh Prasad,Jocelyn Chanussot,Jun Li, Editör, Elsevier Science, Oxford/Amsterdam , Amsterdam, ss.1-27, 2024
Metrikler

Yayın

102

Yayın (WoS)

42

Yayın (Scopus)

58

Atıf (WoS)

505

H-İndeks (WoS)

9

Atıf (Scopus)

678

H-İndeks (Scopus)

12

Atıf (Scholar)

948

H-İndeks (Scholar)

12

Proje

9

Tez Danışmanlığı

1

Açık Erişim

7
BM Sürdürülebilir Kalkınma Amaçları