Modular design of the segmentation unit of hierarchical computer vision systems. - Mehmet Celenk (ICRA, 1987)

A recursive clustering technique for color picture segmentation. - Mehmet Celenk (CVPR, 1988)

A color clustering technique for image segmentation. - Mehmet Celenk (Comput. Vis. Graph. Image Process., 1990)

Color Scene Analysis in the 1976 CIE (L*a*b*) Uniform Color Space. - Mehmet Celenk (CIC, 1993)

Speedup Analysis of Hypercube Array Processor for Machine Vision Applications. - Mehmet Celenk (Parallel Algorithms Appl., 1993)

Relational graph representation of color images for model-based matching using relational distance measurement. - Mehmet Celenk (Visual Information Processing, 1995)

Three-dimensional object surface matching. - Mehmet Celenk (Visual Information Processing, 1995)

Analysis of color images of natural scenes. - Mehmet Celenk (J. Electronic Imaging, 1995)

Distributed Computation in Local Area Networks of Workstations. - Mehmet Celenk; Yang Wang (Parallel Algorithms Appl., 1995)

Textured surface identification in noisy color images. - Mehmet Celenk (Visual Information Processing, 1996)

Object detection in color images using nonparametric Bayes classification and orthogonal functions. - Mehmet Celenk; Yuan Shao (Visual Information Processing, 1998)

Multivariate Gaussian Modelling of Object Colors for Image Analysis. - Mehmet Celenk; Maarten Uijt de Haag (PICS, 1999)

Rotation-, translation-, and scaling-invariant color image indexing. - Mehmet Celenk; Yuan Shao (Storage and Retrieval for Image and Video Databases (SPIE), 1999)

Efficient multimedia image retrieval system. - Mehmet Celenk (Visual Information Processing, 1999)

Edge-supressed color clustering for image thresholding. - Mehmet Celenk; Maarten Uijt de Haag (Electronic Imaging: Nonlinear Image Processing, 2000)

Karhunen-Loeve Transformation for Optimal Color Feature Generation. - Mehmet Celenk; Ivan Chang (PICS, 2000)

Implementation of 2D-DCT on XC4000 series FPGA using DFT-based DSFG and DA architectures. - Gennadiy Kiryukhin; Mehmet Celenk (ICIP (3), 2001)

Color scene classification by Zernike moment invariants. - Yongjun Zhou; Mehmet Celenk (Visual Information Processing, 2001)

Higher-order spectra (HOS) invariants for shape recognition. - Yuan Shao; Mehmet Celenk (Pattern Recognit., 2001)

Color Face Recognition by Auto-regressive Moving Averaging. - Mehmet Celenk; Inad Al-Jarrah (CGIV, 2002)

Multiresolution ARMA modeling of facial color images. - Mehmet Celenk; Inad Al-Jarrah (Image Processing: Algorithms and Systems, 2002)

Equal Intensity Map Texture Modeling for Natural Scene Segmentation. - Mehmet Celenk; Qiang Zhou; David M. Chelberg (SSIAI, 2002)

Natural scene synthesis using multiple eigenspaces. - Qiang Zhou; Limin Ma; Mehmet Celenk; David M. Chelberg (ICIP (2), 2003)

Adaptive shape transform for color image querying. - Mehmet Celenk; Qiang Zhou; Vermund Vetnes; Rakesh Godavari (Image Processing: Algorithms and Systems, 2003)

Shape classification of malignant lymphomas and leukemia by morphological watersheds and ARMA modeling. - Mehmet Celenk; Yinglei Song; Limin Ma; Min Zhou (Image Processing, 2003)

Facial event mining using coupled hidden markov models. - Limin Ma; Qiang Zhou; Mehmet Celenk; David M. Chelberg (ICIP, 2004)

Shape-based image retrieval with relevance feedback. - Limin Ma; Qiang Zhou; David M. Chelberg; Mehmet Celenk (ICME, 2004)

Tumor detection in vivo NIRF images. - Mehmet Celenk; Lin Yang; Ganti Kamalakar; Derek J. Bleyle; Sudhir K. Sunkara; Yufei Wang; Philip Prudich; Yuangcui Huang; Qiang Zhou (Image Processing, 2004)

Content-based video indexing and retrieval using the Radon transform and pattern matching. - Mehmet Celenk; Qiang Zhou; Peng Wang 005 (Storage and Retrieval Methods and Applications for Multimedia, 2004)

Spatio-temporal modeling of facial expressions using Gabor-wavelets and hierarchical hidden Markov models. - Limin Ma; David M. Chelberg; Mehmet Celenk (ICIP (2), 2005)

Human identification using correlation metrics of iris images. - Mehmet Celenk; Michael Brown; Yi Luo; Jason Kaufman; Limin Ma; Qiang Zhou (Storage and Retrieval Methods and Applications for Multimedia, 2005)

Saliency field map construction for region-of-interest-based color image querying. - Mehmet Celenk; Qiang Zhou; Vermund Vetnes; Rakesh Godavari (J. Electronic Imaging, 2005)

Content-Based Image Retrieval Based on ROI Detection and Relevance Feedback. - Qiang Zhou; Limin Ma; Mehmet Celenk; David M. Chelberg (Multim. Tools Appl., 2005)

Internal shape-deformation invariant 3D surface matching using 2D principal component analysis. - Mehmet Celenk; Inad Al-Jarrah (Three-Dimensional Image Capture and Applications, 2006)

Digital Video Watermarking using Singular Value Decomposition and 2D Principal Component Analysis. - Jason Kaufman; Mehmet Celenk (ICIP, 2006)

Object Detection and Recognition via Deformable Illumination and Deformable Shape. - Qiang Zhou; Limin Ma; Mehmet Celenk; David M. Chelberg (ICIP, 2006)

Lesion Detection Using Morphological Watershed Segmentation and Modelbased Inverse Filtering. - Marc Macenko; Mehmet Celenk; Limin Ma (ICPR (4), 2006)

Discrimination of malignant lymphomas and leukemia using Radon transform based-higher order spectra. - Yi Luo; Mehmet Celenk; Prashanth Bejai (Image Processing, 2006)

Non-linear IR Scene Prediction for Range Video Surveillance. - Mehmet Celenk; James Graham; Kai-Jen Cheng (CVPR, 2007)

A Kalman Filtering Approach to 3-D IR Scene Prediction using Single-Camera Range Video. - Mehmet Celenk; James Graham; Don Venable; Mark Smearcheck (ICIP (4), 2007)

Lesion detection using Gabor-based saliency field mapping. - Marc Macenko; Rutao Luo; Mehmet Celenk; Limin Ma; Qiang Zhou (Image Processing, 2007)

Change Detection and Object Tracking in IR Surveillance Video. - Mehmet Celenk; Don Venable; Mark Smearcheck; James Graham (SITIS, 2007)

Anomaly detection and visualization using Fisher Discriminant clustering of network entropy. - Mehmet Celenk; Thomas Conley; John Willis; James Graham (ICDIM, 2008)

Kalman filtering based motion estimation for video coding with adaptive block partitioning. - Yi Luo; Mehmet Celenk (SiPS, 2008)

Anomaly prediction in network traffic using adaptive Wiener filtering and ARMA modeling. - Mehmet Celenk; Thomas Conley; James Graham; John Willis (SMC, 2008)

Traffic Surveillance Using Gabor Filter Bank and Kalman Predictor. - Mehmet Celenk; James Graham; Santosh Singh (VISAPP (2), 2008)

Fast binary partition tree based variable-size block-matching for video coding. - Yi Luo; Mehmet Celenk (ICIP, 2009)

Multiple Vehicle Tracking using Gabor Filter Bank Predictor. - James Graham; Mehmet Celenk; John Willis; Thomas Conley; Haluk Eren (VISAPP (1), 2009)

Predictive network anomaly detection and visualization. - Mehmet Celenk; Thomas Conley; John Willis; James Graham (IEEE Trans. Inf. Forensics Secur., 2010)

Non-invasive detection and classification of skin cancer from visual and cross-sectional images. - Nikhil J. Dhinagar; Mehmet Celenk (ISABEL, 2011)

Cancerous Lesion Detection from Nevoscope Skin Surface Images via Parametric Color Clustering. - Nikhil J. Dhinagar; Ivan Glasgo; Mehmet Celenk; Mehmet Ali Akinlar (CCPR, 2012)

Approaching car detection via clustering of vertical-horizontal line scanning optical edge flow. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (ITSC, 2012)

An effective variable selection algorithm for Aggressive/Calm Driving detection via CAN bus. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (ICCVE, 2013)

Dynamic risk modeling for safe car parking in climbing over urban curbs. - Oguz Yakut; Haluk Eren; Mustafa Kaya; Eyyup Oksuztepe; M. Polat; Z. Omac; D. Bekler; Hasan Kürüm; Mehmet Celenk (ICCVE, 2013)

Marked watershed and image morphology based motion detection and performance analysis. - Qingqing Fu; Mehmet Celenk (ISPA, 2013)

Interactive risky behavior model for 3-car overtaking scenario using joint Bayesian network. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (Intelligent Vehicles Symposium, 2013)

Analysis of regularity in skin pigmentation and vascularity by an optimized feature space for early cancer classification. - Nikhil J. Dhinagar; Mehmet Celenk (BMEI, 2014)

Regional risk estimation for drivers cutting intelligent graph with intra cells enabling risk transfer for street players. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (ICCVE, 2014)

Probabilistic risk assessment using major features of rural road curves via rear and front car cameras. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (ICCVE, 2014)

Graph-cut based regional risk estimation for traffic scene. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (ITSC, 2014)

Spatial-spectral feature extraction on hyperspectral imagery. - Jason Kaufman; Jeffrey J. Weinheimer; Mehmet Celenk (WHISPERS, 2014)

Detection of microcalcification with top-hat transform and the Gibbs random fields. - Akshay S. Bharadwaj; Mehmet Celenk (EMBC, 2015)

Assessment of Spatial-Spectral Feature-Level Fusion for Hyperspectral Target Detection. - Jason Kaufman; Michael T. Eismann; Mehmet Celenk (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Performance Assessment of Predictive Lane Boundary Detection for Non-uniformly Illuminated Roadway Driving Assistance. - Avishek Parajuli; Mehmet Celenk; H. Bryan Riley (CRV, 2016)

Road-Geometry-Based Risk Estimation Model for Horizontal Curves. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (IEEE Trans. Intell. Transp. Syst., 2016)

Road Scene Content Analysis for Driver Assistance and Autonomous Driving. - Melih Altun; Mehmet Celenk (IEEE Trans. Intell. Transp. Syst., 2017)

Predictive airborne target tracking using all-terrain fusion based mobile surveillance system. - David S. R. Kondru; Mehmet Celenk (CISS, 2018)

Performance Evaluation of State Estimators for Airborne Target Tracking Using Multi Sensor Data Fusion. - David S. R. Kondru; Mehmet Celenk (EIT, 2018)

Mitigation of Target Tracking Errors and sUAS Response Using Multi Sensor Data Fusion. - David S. R. Kondru; Mehmet Celenk (ICISP, 2018)

Constraint Decision Optimization Model for Safe Autonomous Vehicle Operation. - H. Bryan Riley; Mehmet Celenk (Intelligent Vehicles Symposium, 2018)

A POSHE-Based Optimum Clip-Limit Contrast Enhancement Method for Ultrasonic Logging Images. - Qingqing Fu; Zhengbing Zhang; Mehmet Celenk; Aiping Wu (Sensors, 2018)

An improved algorithm based on CLAHE for ultrasonic well logging image enhancement. - Qingqing Fu; Mehmet Celenk; Aiping Wu (Clust. Comput., 2019)

Adaptive image enhancement method using contrast limitation based on multiple layers BOHE. - Pei Tao; Yanliang Pei; Mehmet Celenk; Qingqing Fu; Aiping Wu (J. Ambient Intell. Humaniz. Comput., 2020)