Deniz Kumlu

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 17

Top Topics

Matrix Factorization

Ground Penetrating Radar

Least Mean Square

Top Venues

Signal Image Video Process.

Publications

Deniz Kumlu, Isin Erer, Selçuk Paker
Non-negative matrix factorization based approaches for wall mitigation in TWRI. Signal Image Video Process. 16 (4) (2022)
Canberk Tatli, Egemen Denizeri, Deniz Kumlu, Isin Erer, Berna Örs Yalçin, Furkan Isik
Clutter Removal for Ground Penetrating Radars on FPGA: Design and Implementation. SIU (2022)
Necmettin Bayar, Kübra Güzel, Deniz Kumlu
A Novel BlazeFace Based Pre-processing for MobileFaceNet in Face Verification. TSP (2022)
Deniz Kumlu, Kubra Tas, Isin Erer
Missing Data Recovery via Deep Networks for Limited Ground Penetrating Radar Measurements. Remote. Sens. 14 (3) (2022)
Deniz Kumlu, Isin Erer, Selçuk Paker
A Novel Tensor RPCA Based Background Subtraction Method for Outdoor Imaging With a Low Cost Portable Radar. IEEE Access 10 (2022)
Isin Erer, Deniz Kumlu, Selçuk Paker
Identification of Moving Ground Targets by a Low Cost, Portable Radar System. SIU (2021)
Fatih Köprücü, Isin Erer, Deniz Kumlu
Clutter Aware Deep Detection for Subsurface Radar Targets. IGARSS (2021)
Kubra Tas, Deniz Kumlu, Isin Erer
Pyramid-Context Encoder Network (PEN-Net) for Missing Data Recovery in Ground Penetrating Radar. TSP (2021)
Deniz Kumlu, Isin Erer, Nur Huseyin Kaplan
Low complexity clutter removal in GPR images via lattice filters. Digit. Signal Process. 101 (2020)
Deniz Kumlu, Isin Erer
Improved Clutter Removal in GPR by Robust Nonnegative Matrix Factorization. IEEE Geosci. Remote. Sens. Lett. 17 (6) (2020)
Deniz Kumlu, Isin Erer
GPR Clutter Reduction by Robust Orthonormal Subspace Learning. IEEE Access 8 (2020)
Deniz Kumlu, Isin Erer
The multiscale directional neighborhood filter and its application to clutter removal in GPR data. Signal Image Video Process. 12 (7) (2018)
Eyyup Temlioglu, Isin Erer, Deniz Kumlu
A least mean square approach to buried object detection in ground penetrating radar. IGARSS (2017)
Deniz Kumlu, Isin Erer
Multiscale directional bilateral filter based clutter removal in GPR image analysis. IGARSS (2017)
Deniz Kumlu, Bilge Günsel
Variable rate adaptive color-based particle filter tracking. ICIP (2016)
Umit Kacar, Deniz Kumlu, Murvet Kirci
A Novel approach for automatic ship type classification. SIU (2015)
Deniz Kumlu, Ibrahim Hökelek
Network traffic estimation using Markov chain and Incremental Gaussian Mixture. SIU (2015)
Deniz Kumlu, B. Keith Jenkins
Autonomous ship classification using synthetic and real color images. Image Processing: Machine Vision Applications (2013)