Seniha Esen Yüksel

According to our database, Seniha Esen Yüksel authored at least 58 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hyperspectral image denoising via self-modulating convolutional neural networks.

Orhan Torun, Seniha Esen Yüksel, Erkut Erdem, Nevrez Imamoglu, Aykut Erdem

Signal Process., January, 2024

Multi-scale superpixel-based nearest subspace classifier for mucilage detection from hyperspectral PRISMA data.

Kemal Gürkan Toker, Seniha Esen Yüksel

Digit. Signal Process., 2024

Detection of Mucilage Bloom in the Sea of Marmara from PRISMA Satellite.

Kemal Gürkan Toker, Seniha Esen Yüksel Erdem

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Integrating Visible Light for Enhanced Thermal Imaging: Parameterized Scene-Based Non-Uniformity Correction.

Bahri Abaci, Seniha Esen Yüksel

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

Target Detection with LWIR Hyperspectral Scene Transfer Based on Deep Learning.

Metehan Yalçin, Seniha Esen Yüksel, Alper Koz

Proceedings of the IGARSS 2024, 2024

Self-Supervised Calibration of the Denoising Networks for HSI.

Orhan Torun, Seniha Esen Yüksel, Erkut Erdem, Aykut Erdem

Proceedings of the IGARSS 2024, 2024

2023

Multi-source domain adaptation of GPR data for IED detection.

Mehmet Oturak, Seniha Esen Yüksel, Sefa Kucuk

Signal Image Video Process., July, 2023

Solder Joint Inspection on Printed Circuit Boards: A Survey and a Dataset.

Furkan Ulger, Seniha Esen Yüksel, Atila Yilmaz, Dinçer Gökcen

IEEE Trans. Instrum. Meas., 2023

Plankton Classification with Deep Learning.

Betül Sömek, Seniha Esen Yüksel

Proceedings of the Signal Processing: Algorithms, 2023

Classification Of Solid Waste Using Computer Vision Techniques.

Burak Akdemir, Eyüp Enes Aytaç, Erkani Mert Tosun, Seniha Esen Yüksel

Proceedings of the Signal Processing: Algorithms, 2023

2022

Mobile Device Camera Calibration Using Building Images and Onboard Accelerometer.

Okay Arik, Seniha Esen Yüksel

IEEE Trans. Instrum. Meas., 2022

Pointwise Mutual Information-Based Graph Laplacian Regularized Sparse Unmixing.

Sefa Kucuk, Seniha Esen Yüksel

IEEE Geosci. Remote. Sens. Lett., 2022

Fine-grained Classification of Solder Joints with α-skew Jensen-Shannon Divergence.

Furkan Ulger, Seniha Esen Yüksel, Atila Yilmaz, Dinçer Gökcen

CoRR, 2022

Analysis and Detection of Mucilage Bloom from Multispectral Satellite Images.

Sefa Küçük, Bahri Abaci, Murat Dede, Seniha Esen Yüksel, Mete Yilmaz

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Defect Classification from Electronic Card Images by Deep Learning.

Mustafa Eryilmaz, Metehan Çil, Sedat Aktürk, Mehmet Tilegi, Hakan Tirak, Atila Yilmaz, Seniha Esen Yüksel, Dinçer Gökcen

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Target Detection over Temperature Profiles.

Ilke Belenoglu, Metehan Yalçin, Seniha Esen Yüksel, Alper Koz

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Total Utility Metric Based Dictionary Pruning for Sparse Hyperspectral Unmixing.

Sefa Kucuk, Seniha Esen Yüksel

IEEE Trans. Computational Imaging, 2021

An in-depth analysis of hyperspectral target detection with shadow compensation via LiDAR.

Emrah Oduncu, Seniha Esen Yüksel

Signal Process. Image Commun., 2021

Anomaly Detection for Solder Joints Using β-VAE.

Furkan Ulger, Seniha Esen Yüksel, Atila Yilmaz

CoRR, 2021

2020

Utility Metric for Subset Dictionary Selection in Semi-Blind Hyperspectral Unmixing.

Sefa Küçük, Seniha Esen Yüksel

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Fully-connected semantic segmentation of hyperspectral and LiDAR data.

Hakan Aytaylan, Seniha Esen Yüksel

IET Comput. Vis., 2019

A Standalone Open-Source System for Optical Inspection of Printed Circuit Boards.

Furkan Ulger, Seniha Esen Yüksel

Proceedings of the Signal Processing: Algorithms, 2019

2018

A MAP-Based Approach for Hyperspectral Imagery Super-Resolution.

Hasan Irmak, Gozde Bozdagi Akar, Seniha Esen Yüksel

IEEE Trans. Image Process., 2018

Image Fusion for Hyperspectral Image Super-Resolution.

Hasan Irmak, Gozde Bozdagi Akar, Seniha Esen Yüksel

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

A greedy algorithm for sparse unmixing.

Kemal Gürkan Toker, Seniha Esen Yüksel

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Fusion of hyperspectral image and LiDAR data and classification using deep convolutional neural networks.

Mesut Salman, Seniha Esen Yüksel

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Transfer and multitask learning method for buried wire detection via GPR.

Enver Aydin, Seniha Esen Yüksel

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

LiDAR aided hyperspectral images segmentation using schroedinger eigenmaps.

Orhan Torun, Seniha Esen Yüksel

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Fusion based resolution enhancement in hyperspectral images.

Hasan Irmak, Gozde Bozdagi Akar, Seniha Esen Yüksel

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Buried target detection with ground penetrating radar using deep learning method.

Enver Aydin, Seniha Esen Yüksel

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

SPICEE: An Extension of SPICE for Sparse Endmember Estimation in Hyperspectral Imagery.

Seniha Esen Yüksel, Sefa Kucuk, Paul D. Gader

IEEE Geosci. Remote. Sens. Lett., 2016

Context-based classification via mixture of hidden Markov model experts with applications in landmine detection.

Seniha Esen Yüksel, Paul D. Gader

IET Comput. Vis., 2016

Hyperspectral image segmentation using normalized cuts.

Orhan Torun, Seniha Esen Yüksel

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Hyperspectral data classification using deep convolutional neural networks.

Mesut Salman, Seniha Esen Yüksel

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Analyzing the correlation of sky-view factor and shadow regions in hyperspectral data.

Emrah Oduncu, Seniha Esen Yüksel

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Hyperspectral image classification via Support Vector Data Description.

Huseyin Emre Mutlu, Seniha Esen Yüksel Erdem

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Target detection in hyperspectral images.

Ahmet Karakaya, Seniha Esen Yüksel

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Hyperspectral imagery superresolution.

Hasan Irmak, Gozde Bozdagi Akar, Seniha Esen Yüksel

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Super-resolution Reconstruction of hyperspectral images via an improved MAP-based approach.

Hasan Irmak, Gozde Bozdagi Akar, Seniha Esen Yüksel, Hakan Aytaylan

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Semantic segmentation of hyperspectral images with the fusion of LiDAR data.

Hakan Aytaylan, Seniha Esen Yüksel

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Multiple-Instance Hidden Markov Models With Applications to Landmine Detection.

Seniha Esen Yüksel, Jeremy Bolton, Paul D. Gader

IEEE Trans. Geosci. Remote. Sens., 2015

Comparison of RX-based anomaly detectors on synthetic and real hyperspectral data.

Sefa Kucuk, Seniha Esen Yüksel

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

A map-based approach to resolution enhancement of hyperspectral images.

Hasan Irmak, Gözde B. Akar, Seniha Esen Yüksel

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Accelerating classification time in Hyperspectral Images.

Kemal Gurkan Toker, Seniha Esen Yüksel

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Aircraft recognition from satellite images.

Mehmet Oturak, Seniha Esen Yüksel

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

LWIR and MWIR images dimension reduction and anomaly detection with locally linear embedding.

Ayse Siddika Aydogdu, Poyraz Umut Hatipoglu, Levent Ozparlak, Seniha Esen Yüksel

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

Endmember Detection using Enhanced Constrained Optimization in Hyperspectral Imaging.

Seniha Esen Yüksel

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2012

Twenty Years of Mixture of Experts.

Seniha Esen Yüksel, Joseph N. Wilson, Paul D. Gader

IEEE Trans. Neural Networks Learn. Syst., 2012

Landmine detection with Multiple Instance Hidden Markov Models.

Seniha Esen Yüksel, Jeremy Bolton, Paul D. Gader

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Mixture of HMM Experts with applications to landmine detection.

Seniha Esen Yüksel, Paul D. Gader

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Sub-pixel target spectra estimation and detection using functions of multiple instances.

Alina Zare, Paul D. Gader, Jeremy Bolton, Seniha Esen Yüksel, Thierry Dubroca, Ryan Close, Rolf Hummel

Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

2010

Variational Mixture of Experts for Classification with Applications to Landmine Detection.

Seniha Esen Yüksel, Paul D. Gader

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2008

Hierarchical Methods for Landmine Detection with Wideband Electro-Magnetic Induction and Ground Penetrating Radar Multi-Sensor Systems.

Seniha Esen Yüksel, Ganesh Ramachandran, Paul D. Gader, Joseph N. Wilson, Dominic K. C. Ho, Gyeongyong Heo

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2006

A New CAD System for the Evaluation of Kidney Diseases Using DCE-MRI.

Ayman El-Baz, Rachid Fahmi, Seniha Esen Yüksel, Aly A. Farag, William Miller, Mohamed Abou El-Ghar, Tarek Eldiasty

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

A framework for the detection of acute renal rejection with dynamic contrast enhanced magnetic resonance imaging.

Aly A. Farag, Ayman El-Baz, Seniha Esen Yüksel, Mohamed Abou El-Ghar, Tarek Eldiasty

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Image Analysis of Renal DCE MRI for the Detection of Acute Renal Rejection.

Ayman El-Baz, Aly A. Farag, Rachid Fahmi, Seniha Esen Yüksel, Mohamed Abou El-Ghar, Tarek Eldiasty

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Level Set Segmentation Using Statistical Shape Priors.

Ayman S. El-Baz, Aly A. Farag, Hossam El Din Hassan Abd El Munim, Seniha Esen Yüksel

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

2D and 3D Shape Based Segmentation Using Deformable Models.

Ayman El-Baz, Seniha Esen Yüksel, Hongjian Shi, Aly A. Farag, Mohamed Abou El-Ghar, Tarek Eldiasty, Mohamed A. Ghoneim

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005