RESEARCH
Completed Theses & Dissertations
Theses and/or dissertaions supervised by Dr. S. Esen Yüksel
Found MS(s): 21
Found PhD(s): 4
| Turkish title | ÖZ DENETİMLİ DSA KULLANARAK HİPERSPEKTRAL GÖRÜNTÜDE GÜRÜLTÜ GİDERME/RESTORASYON |
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| English title | HYPERSPECTRAL IMAGE DENOISING/RESTORATION USING SELF-SUPERVISED DNN |
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| Degree | PhD |
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| Prepared by | ORHAN TORUN |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 27.06.2024 |
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| Turkish title | FUNDUS GÖRÜNTÜLERİNİN DİYABETİK RETİNOPATİ DEĞERLENDRİMESİNE YÖNELİK OLARAK BÖLÜTLENMESİ |
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| English title | SEGMENTATION OF FUNDUS IMAGES FOR DIABETIC RETINOPATHY EVALUATION |
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| Degree | MS |
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| Prepared by | ADEM GÜNESEN |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 20.03.2024 |
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| Turkish title | HİPERSPEKTRAL TERMAL GÖRÜNTÜLERDE HEDEF TESPİTİ |
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| English title | TARGET DETECTION IN HYPERSPECTRAL THERMAL IMAGES |
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| Degree | MS |
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| Prepared by | METEHAN YALÇIN |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 31.05.2023 |
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| Turkish title | MEDİKAL KODLARIN DERİN ÖĞRENME TABANLI YÖNTEMLERLE KESTİRİMİ |
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| English title | PREDICTING MEDICAL CODES VIA DEEP LEARNING BASED METHODS |
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| Degree | MS |
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| Prepared by | MUSTAFA ARDA AYDEN |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 08.03.2023 |
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| Turkish title | HİPERSPEKTRAL GÖRÜNTÜLER İÇİN SPEKTRAL-UZAMSAL EN YAKIN ALTUZAY SINIFLANDIRICILARI |
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| English title | SPECTRAL-SPATIAL NEAREST SUBSPACE CLASSIFIERS FOR HYPERSPECTRAL IMAGES |
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| Degree | PhD |
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| Prepared by | KEMAL GÜRKAN TOKER |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 20.02.2023 |
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| Turkish title | ZENCİR EĞRİSİ VE İVMEÖLÇER KULLANARAK KAMERA KALİBRASYONU |
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| English title | CAMERA CALIBRATION USING CATENARY AND ACCELEROMETER |
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| Degree | PhD |
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| Prepared by | OKAY ARIK |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 07.02.2023 |
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| Turkish title | BASKI DEVRE KARTLARINDA LEHİM HATASI DENETİMİ |
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| English title | SOLDER JOINT INSPECTION OF PRINTED CIRCUIT BOARDS |
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| Degree | MS |
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| Prepared by | FURKAN ÜLGER |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 20.07.2022 |
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| Turkish title | DERİN ÖĞRENME İLE PLANKTON SINIFLANDIRILMASI |
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| English title | PLANKTON CLASSIFICATION WITH DEEP LEARNING |
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| Degree | MS |
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| Prepared by | BETÜL SÖMEK |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 30.03.2022 |
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| Turkish title | X-RAY GÖRÜNTÜLERİNDE DERİN ÖĞRENME YÖNTEMELRİ İLE TEHDİT TESPİTİ |
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| English title | THREAT DETECTION IN X-RAY IMAGES WITH DEEP LEARNING TECHNIQUES |
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| Degree | MS |
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| Prepared by | ELİF ALTINDAĞ |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 04.02.2022 |
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| Turkish title | HİPERSPEKTRAL GÖRÜNTÜLERDE ESER MİKTARDA KİMYASAL MADDE TESPİTİ |
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| English title | DETECTION OF TRACE AMOUNT CHEMICAL SUBSTANCES IN HYPERSPECTRAL IMAGES |
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| Degree | MS |
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| Prepared by | ŞAFAK ÖZTÜRK |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 26.01.2022 |
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| Turkish title | SEYREK HİPERSPEKTRAL KARIŞIM GİDERİMİ İÇİN ÇİZGE DÜZENLİ BOLLUK TAHMİNİ VE SÖZLÜK BUDAMA YAKLAŞIMI |
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| English title | GRAPH REGULARIZED BASED ABUNDANCE ESTIMATION AND DICTIONARY PRUNING APPROACH FOR SPARSE HYPERSPECTRAL UNMIXING |
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| Degree | PhD |
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| Prepared by | SEFA KÜÇÜK |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 05.08.2021 |
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| Turkish title | HİPERSPEKTRAL GÖRÜNTÜLERDE DERİN ÖĞRENME İLE HEDEF TESPİTİ |
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| English title | TARGET DETECTION ON HYPERSPECTRAL IMAGES USING DEEP LEARNING |
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| Degree | MS |
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| Prepared by | BATUHAN MERT SEVEROĞLU |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 11.02.2021 |
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| Turkish title | KISA VE UZUN DALGA BOYA VE KIZILÖTESİ HİPERSPEKTRAL GÖRÜNTÜLERDE HEDEF TESPİTİ |
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| English title | TARGET DETECTION ON SHORT AND LONG WAVELENGTH INFRARED HYPERSPECTRAL IMAGES |
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| Degree | MS |
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| Prepared by | İLKE BELENOĞLU |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 30.09.2019 |
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| Turkish title | DİFERANSİYEL HİPERSPEKTRAL GÖRÜNTÜLEME TEKNİĞİ İLE KİMYASAL MADDE TESPİT YÖNTEMLERİNİN İNCELENMESİ |
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| English title | INVESTIGATION OF CHEMICAL SUBSTANCE DETECTION ALGORITHMS USING DIFFERENTIAL HYPERSPECTRAL IMAGING |
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| Degree | MS |
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| Prepared by | FIRAT GÜRBÜZ |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 14.02.2019 |
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| Turkish title | ÖĞRENME AKTARIMI İLE SINIFLANDIRILMA |
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| English title | CLASSIFICATION WITH TRANSFER LEARNING |
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| Degree | MS |
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| Prepared by | MEHMET OTURAK |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 11.07.2018 |
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| Turkish title | HİPERSPEKTRAL VE LİDAR VERİLERİNİN ÖZNİTELİK VE KARAR SEVİYELERİNDE TÜMLEŞTİRİLMESİ VE DERİN EVRİŞİMLİ SİNİR AĞLARIYLA SINIFLANDIRILMASI |
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| English title | FUSION OF HYPERSPECTRAL AND LIDAR DATASETS WITH FEATURE AND DECISION BASED METHODS AND CLASSIFICATION WITH DEEP CONVOLUTIONAL NEURAL NETWORKS |
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| Degree | MS |
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| Prepared by | MESUT SALMAN |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 19.04.2018 |
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| Turkish title | HİPERSPEKTRAL VE LİDAR VERİLERDE FİZİKSEL MODEL GÖZETİLEREK HEDEF TESPİTİ |
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| English title | TARGET DETECTION BY PHYSICAL MODEL OBSERVATIONS IN HYPERSPECTRAL AND LIDAR DATASET |
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| Degree | MS |
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| Prepared by | EMRAH ODUNCU |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 29.03.2018 |
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| Turkish title | YERE NÜFUZ EDEN RADAR VERİLERİNDE TEL TESPİTİ İÇİN AKTARIM VE ÇOK GÖREVLİ ÖĞRENME YÖNTEMLERİ |
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| English title | TRANSFER AND MULTITASK LEARNING METHODS FOR WIRE DETECTION FROM GROUND PENETRATING RADAR DATA |
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| Degree | MS |
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| Prepared by | ENVER AYDIN |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 19.03.2018 |
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| Turkish title | HİPERSPEKTRAL GÖRÜNTÜ VE LİDAR VERİSİNİN DERİN ÖĞRENME İLE SINIFLANDIRILMASI |
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| English title | CLASSIFICATION OF HYPERPECTRAL AND LIDAR DATA WITH DEEP LEARNING |
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| Degree | MS |
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| Prepared by | HÜSEYİN EMRE MUTLU |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 10.01.2018 |
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| Turkish title | HİPERSPEKTRAL GÖRÜNTÜLERDE LİDAR DESTEKLİ SPEKTRAL BÖLÜTLEME |
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| English title | LIDA AIDED SPECTRAL SEGMENTATION FOR HYPERSPECTRAL IMAGES |
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| Degree | MS |
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| Prepared by | ORHAN TORUN |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 03.10.2017 |
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| Turkish title | HİPERSPEKTRAL GÖRÜNTÜ İLE LİDAR VERİSİNİN KOŞULLU RASGELE ALANLAR YÖNTEMİ İLE BİRLEŞTİRİLMESİ VE SINIFLANDIRILMASI |
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| English title | FUSION AND CLASSIFICATION OF HYPERSPECTRAL IMAGES USING CONDITIONAL RANDOM FIELDS |
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| Degree | MS |
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| Prepared by | HAKAN AYTAYLAN |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 03.01.2017 |
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| Turkish title | Hiperspektral Görüntülerde Hedef Tespit Algoritmalarının Karşılaştırması ve Kaynaştırılması |
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| English title | A Comparative Analysis and Fusion of Target Detection Algorithms in Hyperspectral Images |
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| Degree | MS |
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| Prepared by | AHMET KARAKAYA |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 02.05.2016 |
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| Turkish title | LIDAR VE HİPERSPEKTRAL VERİLERDE GÖLGELİK ALANLARIN İNCELENMESİ |
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| English title | ANALYSIS OF SHADOW REGIONSS IN LIDAR AND HYPERSPECTRAL DATASETS |
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| Degree | MS |
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| Prepared by | MUSTAFA BOYACI |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 08.12.2015 |
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| Turkish title | HİPERSPEKTRAL GÖRÜNTÜLERDE SON ELEMANLARIN VE KATIŞIM ORANLARININ HESAPLANMASI |
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| English title | FINDING THE ENDMEMBERS AND PROPORTION VALUES IN HYPERSPECTRAL IMAGES |
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| Degree | MS |
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| Prepared by | ERDİNÇ GÜNEŞ |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 08.12.2015 |
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| Turkish title | UZUN DALGA KIZILÖTESİ GÖRÜNTÜLERDE HEDEF TESPİTİ |
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| English title | TARGET DETECTION FROM LONG-WAVE INFRARED HYPERSPECTRAL IMAGES |
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| Degree | MS |
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| Prepared by | SEFA KÜÇÜK |
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| Supervised by | Dr. S. Esen Yüksel |
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| Completion date | 23.07.2015 |
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