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Reducing Model Complexity in Neural Networks by Using Pyramid Training Approaches

Applied sciences, 2024-07, Vol.14 (13), p.5898

2024

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Distribution-preserving data augmentation

PeerJ. Computer science, 2021-05, Vol.7, p.e571-e571, Article e571

2021

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Efficient Kernel Cook's Distance for Remote Sensing Anomalous Change Detection

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.5480-5488

2020

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SAR image despeckling using quadratic–linear approximated ${\bf \ell _1}$ℓ1-norm

Electronics letters, 2018-03, Vol.54 (6), p.387-389

Nar, Fatih

2018

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Sparsity-driven weighted ensemble classifier

International journal of computational intelligence systems, 2018, Vol.11 (1), p.962-978

2018

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SAR image despeckling using quadratic–linear approximated ‐norm

Electronics letters, 2018-03, Vol.54 (6), p.387-389

Nar, Fatih

2018

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RmSAT-CFAR: Fast and accurate target detection in radar images

SoftwareX, 2018-07, Vol.8, p.39-42

2018

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Sparsity-Driven Despeckling for SAR Images

IEEE geoscience and remote sensing letters, 2016-01, Vol.13 (1), p.115-119

2016

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IEEE_Xplore

Efficient Nonlinear RX Anomaly Detectors

IEEE geoscience and remote sensing letters, 2021-02, Vol.18 (2), p.231-235

2021

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IEEE_Xplore

Sparsity-Driven Change Detection in Multitemporal SAR Images

IEEE geoscience and remote sensing letters, 2016-07, Vol.13 (7), p.1032-1036

2016

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IEEE_Xplore

Randomized Low-Rank Nonlinear RX Detector

Science, Engineering Management and Information Technology, p.124-141

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Integrating SAM and LoRA for DSM-Based Planar Region Extraction in Building Footprints

International archives of the photogrammetry, remote sensing and spatial information sciences., 2024-05, Vol.XLVIII-4/W10-2024, p.57-64

2024

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Fusing Census and MC-CNN Cost Volumes for Stereo Matching

Baltic Journal of Modern Computing, 2022, Vol.10 (2), p.251-265

2022

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Fast target detection in radar images using Rayleigh Mixtures and Summed Area Tables

Digital signal processing, 2018-06, Vol.77, p.86-101

2018

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Improvement of Radial basis Function Interpolation Performance on Cranial Implant Design

International journal of advanced computer science & applications, 2017-01, Vol.8 (8)

2017

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Effect of Dropout layer on Classical Regression Problems

2020 28th Signal Processing and Communications Applications Conference (SIU), 2020, p.1-4

2020

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Vessel segmentation in MRI using a variational image subtraction approach

Elektrik : Turkish journal of electrical engineering & computer sciences, 2014, Vol.22, p.499-516

2014

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Information-theoretic non-uniformity correction of infrared image sequences

2020 28th Signal Processing and Communications Applications Conference (SIU), 2020, p.1-4

2020

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Perlin Random Erasing for Data Augmentation

2021 29th Signal Processing and Communications Applications Conference (SIU), 2021, p.1-4

2021

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Sparsity-driven multiplicative noise reduction

2017 25th Signal Processing and Communications Applications Conference (SIU), 2017, p.1-4

2017

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Performance Evaluation of Semi-Global Approaches for the Dense Image Matching of Stereo Satellite Images

2021 29th Signal Processing and Communications Applications Conference (SIU), 2021, p.1-4

2021

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Sparsity-Driven Digital Terrain Model Extraction

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, p.1316-1319

2018

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IEEE_Xplore

Parallelization of Sparsity-driven Change Detection method

2017 25th Signal Processing and Communications Applications Conference (SIU), 2017, p.1-4

2017

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Generalization and Localization Based Style Imitation for Grayscale Images

Computer and Information Sciences - ISCIS 2003, 2003, p.465-473

2003

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Sparsity-driven despeckling method with low memory usage

2016 24th Signal Processing and Communication Application Conference (SIU), 2016, p.1329-1332

2016

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Weitere Dienste

Einstellungen

Reducing Model Complexity in Neural Networks by Using Pyramid Training Approaches

Distribution-preserving data augmentation

Efficient Kernel Cook's Distance for Remote Sensing Anomalous Change Detection

SAR image despeckling using quadratic–linear approximated ${\bf \ell _1}$ℓ1-norm

Sparsity-driven weighted ensemble classifier

SAR image despeckling using quadratic–linear approximated ‐norm

RmSAT-CFAR: Fast and accurate target detection in radar images

Sparsity-Driven Despeckling for SAR Images

Efficient Nonlinear RX Anomaly Detectors

Sparsity-Driven Change Detection in Multitemporal SAR Images

Randomized Low-Rank Nonlinear RX Detector

Integrating SAM and LoRA for DSM-Based Planar Region Extraction in Building Footprints

Fusing Census and MC-CNN Cost Volumes for Stereo Matching

Fast target detection in radar images using Rayleigh Mixtures and Summed Area Tables

Improvement of Radial basis Function Interpolation Performance on Cranial Implant Design

Effect of Dropout layer on Classical Regression Problems

Vessel segmentation in MRI using a variational image subtraction approach

Information-theoretic non-uniformity correction of infrared image sequences

Perlin Random Erasing for Data Augmentation

Sparsity-driven multiplicative noise reduction

Performance Evaluation of Semi-Global Approaches for the Dense Image Matching of Stereo Satellite Images

Sparsity-Driven Digital Terrain Model Extraction

Parallelization of Sparsity-driven Change Detection method

Generalization and Localization Based Style Imitation for Grayscale Images

Sparsity-driven despeckling method with low memory usage

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