Seniha Esen Yüksel

Orcid: 0000-0002-8868-1132

Affiliations:
  • University of Florida, Gainesville, USA


According to our database1, Seniha Esen Yüksel authored at least 53 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hyperspectral image denoising via self-modulating convolutional neural networks.
Signal Process., January, 2024

2023
Multi-source domain adaptation of GPR data for IED detection.
Signal Image Video Process., July, 2023

Solder Joint Inspection on Printed Circuit Boards: A Survey and a Dataset.
IEEE Trans. Instrum. Meas., 2023

Plankton Classification with Deep Learning.
Proceedings of the Signal Processing: Algorithms, 2023

Classification Of Solid Waste Using Computer Vision Techniques.
Proceedings of the Signal Processing: Algorithms, 2023

2022
Mobile Device Camera Calibration Using Building Images and Onboard Accelerometer.
IEEE Trans. Instrum. Meas., 2022

Pointwise Mutual Information-Based Graph Laplacian Regularized Sparse Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2022

Fine-grained Classification of Solder Joints with α-skew Jensen-Shannon Divergence.
CoRR, 2022

Analysis and Detection of Mucilage Bloom from Multispectral Satellite Images.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Defect Classification from Electronic Card Images by Deep Learning.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Target Detection over Temperature Profiles.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Total Utility Metric Based Dictionary Pruning for Sparse Hyperspectral Unmixing.
IEEE Trans. Computational Imaging, 2021

An in-depth analysis of hyperspectral target detection with shadow compensation via LiDAR.
Signal Process. Image Commun., 2021

Anomaly Detection for Solder Joints Using β-VAE.
CoRR, 2021

2020
Utility Metric for Subset Dictionary Selection in Semi-Blind Hyperspectral Unmixing.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019
Fully-connected semantic segmentation of hyperspectral and LiDAR data.
IET Comput. Vis., 2019

A Standalone Open-Source System for Optical Inspection of Printed Circuit Boards.
Proceedings of the Signal Processing: Algorithms, 2019

2018
A MAP-Based Approach for Hyperspectral Imagery Super-Resolution.
IEEE Trans. Image Process., 2018

Image Fusion for Hyperspectral Image Super-Resolution.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

A greedy algorithm for sparse unmixing.
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.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Transfer and multitask learning method for buried wire detection via GPR.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017
LiDAR aided hyperspectral images segmentation using schroedinger eigenmaps.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Fusion based resolution enhancement in hyperspectral images.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Buried target detection with ground penetrating radar using deep learning method.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016
SPICEE: An Extension of SPICE for Sparse Endmember Estimation in Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2016

Context-based classification via mixture of hidden Markov model experts with applications in landmine detection.
IET Comput. Vis., 2016

Hyperspectral image segmentation using normalized cuts.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Hyperspectral data classification using deep convolutional neural networks.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Analyzing the correlation of sky-view factor and shadow regions in hyperspectral data.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Hyperspectral image classification via Support Vector Data Description.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Target detection in hyperspectral images.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Hyperspectral imagery superresolution.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Super-resolution Reconstruction of hyperspectral images via an improved MAP-based approach.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Semantic segmentation of hyperspectral images with the fusion of LiDAR data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Multiple-Instance Hidden Markov Models With Applications to Landmine Detection.
IEEE Trans. Geosci. Remote. Sens., 2015

Comparison of RX-based anomaly detectors on synthetic and real hyperspectral data.
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.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Accelerating classification time in Hyperspectral Images.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Aircraft recognition from satellite images.
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.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014
Endmember Detection using Enhanced Constrained Optimization in Hyperspectral Imaging.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2012
Twenty Years of Mixture of Experts.
IEEE Trans. Neural Networks Learn. Syst., 2012

Landmine detection with Multiple Instance Hidden Markov Models.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Mixture of HMM Experts with applications to landmine detection.
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.
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.
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.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2006
A New CAD System for the Evaluation of Kidney Diseases Using DCE-MRI.
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.
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.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Level Set Segmentation Using Statistical Shape Priors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
2D and 3D Shape Based Segmentation Using Deformable Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005


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