Autonomous ship classification using synthetic and real color images. - Deniz Kumlu; B. Keith Jenkins (Image Processing: Machine Vision Applications, 2013)

A Novel approach for automatic ship type classification. - Umit Kacar; Deniz Kumlu; Murvet Kirci (SIU, 2015)

Network traffic estimation using Markov chain and Incremental Gaussian Mixture. - Deniz Kumlu; Ibrahim Hökelek (SIU, 2015)

Variable rate adaptive color-based particle filter tracking. - Deniz Kumlu; Bilge Günsel (ICIP, 2016)

Multiscale directional bilateral filter based clutter removal in GPR image analysis. - Deniz Kumlu; Isin Erer (IGARSS, 2017)

A least mean square approach to buried object detection in ground penetrating radar. - Eyyup Temlioglu; Isin Erer; Deniz Kumlu (IGARSS, 2017)

The multiscale directional neighborhood filter and its application to clutter removal in GPR data. - Deniz Kumlu; Isin Erer (Signal Image Video Process., 2018)

GPR Clutter Reduction by Robust Orthonormal Subspace Learning. - Deniz Kumlu; Isin Erer (IEEE Access, 2020)

Low complexity clutter removal in GPR images via lattice filters. - Deniz Kumlu; Isin Erer; Nur Huseyin Kaplan (Digit. Signal Process., 2020)

Improved Clutter Removal in GPR by Robust Nonnegative Matrix Factorization. - Deniz Kumlu; Isin Erer (IEEE Geosci. Remote. Sens. Lett., 2020)

Clutter Aware Deep Detection for Subsurface Radar Targets. - Fatih Köprücü; Isin Erer; Deniz Kumlu (IGARSS, 2021)

Identification of Moving Ground Targets by a Low Cost, Portable Radar System. - Isin Erer; Deniz Kumlu; Selçuk Paker (SIU, 2021)

Pyramid-Context Encoder Network (PEN-Net) for Missing Data Recovery in Ground Penetrating Radar. - Kubra Tas; Deniz Kumlu; Isin Erer (TSP, 2021)

Clutter Removal for Ground Penetrating Radars on FPGA: Design and Implementation. - Canberk Tatli; Egemen Denizeri; Deniz Kumlu; Isin Erer; Berna Örs Yalçin; Furkan Isik (SIU, 2022)

A Novel BlazeFace Based Pre-processing for MobileFaceNet in Face Verification. - Necmettin Bayar; Kübra Güzel; Deniz Kumlu (TSP, 2022)

A Novel Tensor RPCA Based Background Subtraction Method for Outdoor Imaging With a Low Cost Portable Radar. - Deniz Kumlu; Isin Erer; Selçuk Paker (IEEE Access, 2022)

Missing Data Recovery via Deep Networks for Limited Ground Penetrating Radar Measurements. - Deniz Kumlu; Kubra Tas; Isin Erer (Remote. Sens., 2022)

Non-negative matrix factorization based approaches for wall mitigation in TWRI. - Deniz Kumlu; Isin Erer; Selçuk Paker (Signal Image Video Process., 2022)

V2V-Aided Adaptive FMCW Radar Interference Mitigation. - Deniz Kumlu; Muhammad Arsalan; Fabian Harrer; Ernesto Horne (VNC, 2025)