Isin Erer

Orcid: 0000-0002-2225-6379

Affiliations:
  • Istanbul Technical University, Faculty of Electrical and Electronics Engineering, Turkey


According to our database1, Isin Erer authored at least 54 papers between 1996 and 2024.

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

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

Online presence:

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Bibliography

2024
A Vision-Transformer-Based Approach to Clutter Removal in GPR: DC-ViT.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
FAUNet: Frequency Attention U-Net for Parcel Boundary Delineation in Satellite Images.
Remote. Sens., November, 2023

Randomized Low-Rank and Sparse Decomposition-Based Receiver Search Strategy for Electronic Support Receivers.
IEEE Trans. Aerosp. Electron. Syst., April, 2023

Clutter Removal in Ground Penetrating Radar with Learned Dictionaries.
Proceedings of the 46th International Conference on Telecommunications and Signal Processing, 2023

Clutter Removal in Ground Penetrating Radar by Learned RPCA.
Proceedings of the 46th International Conference on Telecommunications and Signal Processing, 2023

Synthetic Aperture Radar Imaging Using a Low-Cost Radar Mounted on a Mini Drone.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2022
A Novel Convolutional Autoencoder-Based Clutter Removal Method for Buried Threat Detection in Ground-Penetrating Radar.
IEEE Trans. Geosci. Remote. Sens., 2022

Non-negative matrix factorization based approaches for wall mitigation in TWRI.
Signal Image Video Process., 2022

Missing Data Recovery via Deep Networks for Limited Ground Penetrating Radar Measurements.
Remote. Sens., 2022

A Novel Tensor RPCA Based Background Subtraction Method for Outdoor Imaging With a Low Cost Portable Radar.
IEEE Access, 2022

Field of View Estimation in Thermal Cameras with Deep Learning.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Clutter Removal for Ground Penetrating Radars on FPGA: Design and Implementation.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Unrolling Alternating Direction Method of Multipliers for Visible and Infrared Image Fusion.
Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

Target Detection in Multispectral Images via Detail Enhanced Pansharpening.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Despeckling Based Data Augmentation Approach in Deep Learning Based Radar Target Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

An Industrial Application of Multi Target Detection in Thermal Images from Different Cameras with DeepLearning.
Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

2021
Scale aware remote sensing image enhancement using rolling guidance.
J. Vis. Commun. Image Represent., 2021

Pyramid-Context Encoder Network (PEN-Net) for Missing Data Recovery in Ground Penetrating Radar.
Proceedings of the 44th International Conference on Telecommunications and Signal Processing, 2021

Learning Scanning Regime For Electronic Support Receivers by Nonnegative Matrix Factorization.
Proceedings of the 44th International Conference on Telecommunications and Signal Processing, 2021

Identification of Moving Ground Targets by a Low Cost, Portable Radar System.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Clutter Aware Deep Detection for Subsurface Radar Targets.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Remote Sensing Image Enhancement by Rolling Guidance and Hazy Image Model.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Improved Clutter Removal in GPR by Robust Nonnegative Matrix Factorization.
IEEE Geosci. Remote. Sens. Lett., 2020

Low complexity clutter removal in GPR images via lattice filters.
Digit. Signal Process., 2020

GPR Clutter Reduction by Robust Orthonormal Subspace Learning.
IEEE Access, 2020

Threat Detection In GPR Data Using Autoregressive Modelling.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

ISAR Imaging Under Group Sparsity Constraints Using ADMM.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019
Fast local SAR image despeckling by edge-avoiding wavelets.
Signal Image Video Process., 2019

2018
The multiscale directional neighborhood filter and its application to clutter removal in GPR data.
Signal Image Video Process., 2018

2017
A least mean square approach to buried object detection in ground penetrating radar.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Multiscale directional bilateral filter based clutter removal in GPR image analysis.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Clutter Removal in Ground-Penetrating Radar Images Using Morphological Component Analysis.
IEEE Geosci. Remote. Sens. Lett., 2016

Fusion of multifocus images by lattice structures.
J. Vis. Commun. Image Represent., 2016

2-D sparse autoregressive modeling for high resolution radar imaging.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Fast and effective clutter reduction in ground penetrating radar using Lifting Wavelet Transform.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Pansharpening via weighted additive wavelet transform.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Multi scale bilateral filter enhanced ISAR Target Recognition.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Radar target recognition via 2-D sparse linear prediction in missing data case.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Sparse representations based clutter removal in GPR images.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014
Bilateral Filtering-Based Enhanced Pansharpening of Multispectral Satellite Images.
IEEE Geosci. Remote. Sens. Lett., 2014

Fusion of satellite images usimg bilateral filter based edge preserving image decomposition.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Hyperspectral image classification by Multi-Scale Vector Tunnel.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Enhanced radar imaging via sparsity regularized 2D linear prediction.
Proceedings of the 22nd European Signal Processing Conference, 2014

2012
Clutter reduction methods in ultra wideband (UWB) radar and time/performance evaluation on ARM processors.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Bilateral pyramid based pansharpening of multispectral satellite images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Fusion of multispectral and panchromatic images by combining bilateral filter and IHS transform.
Proceedings of the 20th European Signal Processing Conference, 2012

Realistic eavesdropping attacks on computer displays with low-cost and mobile receiver system.
Proceedings of the 20th European Signal Processing Conference, 2012

2009
Empirical Mode Decomposition based denoising for high resolution Direction of Arrival estimation.
Proceedings of the 17th European Signal Processing Conference, 2009

2007
Speckle noise reduction in SAR imaging using lattice filters based subband decomposition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2005
DFT/RDFT bank approach for speckle reduction in SAR images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A comparative evaluation of competitive learning algorithms for edge detection enhancement.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Optimum asymmetric half-plane autoregressive lattice parameter modeling of 2-D fields.
IEEE Trans. Signal Process., 2004

High resolution radar imaging using GPOF based data extrapolation.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

1996
A new algorithm based on wavelet theory for diffraction tomography.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


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