Cem Direkoglu

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 15

Top Venues

University of Southampton, UK (PHD)

Education History

University of Southampton, UK

PHD

Publications

Diaa Salman, Cem Direkoglu, Mehmet Kusaf, Murat Fahrioglu
Hybrid deep learning models for time series forecasting of solar power. Neural Comput. Appl. 36 (16) (2024)
Yazan Zaid, Melike Sah, Cem Direkoglu
Pre-processed and combined EEG data for epileptic seizure classification using deep learning. Biomed. Signal Process. Control. 84 (2023)
Khalid Zaman, Melike Sah, Cem Direkoglu, Masashi Unoki
A Survey of Audio Classification Using Deep Learning. IEEE Access 11 (2023)
Melike Sah, Cem Direkoglu
Review and evaluation of player detection methods in field sports. Multim. Tools Appl. 82 (9) (2023)
Melike Sah, Cem Direkoglu
A survey of deep learning methods for multiple sclerosis identification using brain MRI images. Neural Comput. Appl. 34 (10) (2022)
Nuray Vakitbilir, Adnan Hilal, Cem Direkoglu
Hybrid deep learning models for multivariate forecasting of global horizontal irradiation. Neural Comput. Appl. 34 (10) (2022)
Cem Direkoglu
Abnormal Crowd Behavior Detection Using Motion Information Images and Convolutional Neural Networks. IEEE Access 8 (2020)
Nemer Odeh, Cem Direkoglu
Automated shopping system using computer vision. Multim. Tools Appl. 79 (41-42) (2020)
Eren Hatirnaz, Melike Sah, Cem Direkoglu
A novel framework and concept-based semantic search Interface for abnormal crowd behaviour analysis in surveillance videos. Multim. Tools Appl. 79 (25-26) (2020)
Cem Direkoglu, Noel E. O'Connor
Temporal segmentation and recognition of team activities in sports. Mach. Vis. Appl. 29 (5) (2018)
Cem Direkoglu, Melike Sah, Noel E. O'Connor
Player detection in field sports. Mach. Vis. Appl. 29 (2) (2018)
Damla Gul Altunay, Naciye Karademir, Okan Topçu, Cem Direkoglu
Intelligent surveillance system for abandoned luggage. SIU (2018)
Melike Sah, Cem Direkoglu
Semantic annotation of surveillance videos for abnormal crowd behaviour search and analysis. AVSS (2017)
Cem Direkoglu, Melike Sah, Noel E. O'Connor
Abnormal crowd behavior detection using novel optical flow-based features. AVSS (2017)
R. Hebbalaguppe, Kevin McGuinness, Jogile Kuklyte, Rami Albatal, Cem Direkoglu, Noel E. O'Connor
Reduction of false alarms triggered by spiders/cobwebs in surveillance camera networks. ICIP (2016)
Iveel Jargalsaikhan, Cem Direkoglu, Suzanne Little, Noel E. O'Connor
An Evaluation of Local Action Descriptors for Human Action Classification in the Presence of Occlusion. MMM (2) (2014)
Cem Direkoglu, Mark S. Nixon
On using an analogy to heat flow for shape extraction. Pattern Anal. Appl. 16 (2) (2013)
Suzanne Little, Iveel Jargalsaikhan, Kathy M. Clawson, Marcos Nieto, Hao Li, Cem Direkoglu, Noel E. O'Connor, Alan F. Smeaton, Jun Liu, Bryan W. Scotney, Hui Wang, Seán Gaines, Aitor Rodriguez, Pedro J. Sánchez, Ana Martínez Llorens, Karina Villarroel Peniza, Roberto Gimenez, Raúl Santos de La Cámara, Anna Mereu, Celso Prados, Emmanouil Kafetzakis
Interactive surveillance event detection at TRECVid2012. ICMR (2013)
Suzanne Little, Iveel Jargalsaikhan, Rami Albatal, Cem Direkoglu, Noel E. O'Connor, Alan F. Smeaton, Kathy M. Clawson, Min Jing, Bryan W. Scotney, Hui Wang, Jun Liu, Marcos Nieto, Juan Diego Ortega, Aitor Rodriguez, Iñigo Aramburu, Emmanouil Kafetzakis
SAVASA Project @ TRECVid 2013: Semantic Indexing and Interactive Surveillance Event Detection. TRECVID (2013)
Iveel Jargalsaikhan, Suzanne Little, Cem Direkoglu, Noel E. O'Connor
Action recognition based on sparse motion trajectories. ICIP (2013)
Suzanne Little, Iveel Jargalsaikhan, Kathy M. Clawson, Marcos Nieto, Hao Li, Cem Direkoglu, Noel E. O'Connor, Alan F. Smeaton, Bryan W. Scotney, Hui Wang, Jun Liu
An information retrieval approach to identifying infrequent events in surveillance video. ICMR (2013)
Jogile Kuklyte, Kevin McGuinness, R. Hebbalaguppe, Cem Direkoglu, Leonardo Gualano, Noel E. O'Connor
Identification of moving objects in poor quality surveillance data. WIAMIS (2013)
Cem Direkoglu, Noel E. O'Connor
Team Activity Recognition in Sports. ECCV (7) (2012)
Suzanne Little, Iveel Jargalsaikhan, Cem Direkoglu, Noel E. O'Connor, Alan F. Smeaton, Kathy M. Clawson, Hao Li, Marcos Nieto, Aitor Rodriguez, Pedro J. Sánchez, Karina Villarroel Paniza, Ana Martínez Llorens, Roberto Gimenez, Raúl Santos de La Cámara, Anna Mereu
SAVASA Project @ TRECVID 2012: Interactive Surveillance Event Detection. TRECVID (2012)
Cem Direkoglu, Noel E. O'Connor
Team behavior analysis in sports using the Poisson equation. ICIP (2012)
Cem Direkoglu, Rozenn Dahyot, Michael Manzke
On Using Anisotropic Diffusion for Skeleton Extraction. Int. J. Comput. Vis. 100 (2) (2012)
Mark S. Nixon, Xin U. Liu, Cem Direkoglu, David J. Hurley
On Using Physical Analogies for Feature and Shape Extraction in Computer Vision. Comput. J. 54 (1) (2011)
Cem Direkoglu, Mark S. Nixon
Moving-edge detection via heat flow analogy. Pattern Recognit. Lett. 32 (2) (2011)
Cem Direkoglu, Mark S. Nixon
Shape classification via image-based multiscale description. Pattern Recognit. 44 (9) (2011)
Cem Direkoglu, Rozenn Dahyot, Michael Manzke
Skeleton Extraction via Anisotropic Heat Flow. BMVC (2010)
Cem Direkoglu, Mark S. Nixon
Image-Based Multiscale Shape Description Using Gaussian Filter. ICVGIP (2008)
Mark S. Nixon, Cem Direkoglu, Xin U. Liu, David J. Hurley
On Using Physical Analogies for Feature and Shape Extraction in Computer Vision. BCS Int. Acad. Conf. (2008)
Cem Direkoglu, Mark S. Nixon
Shape Extraction Via Heat Flow Analogy. ACIVS (2007)
Cem Direkoglu, Mark S. Nixon
Low Level Moving-Feature Extraction Via Heat Flow Analogy. ISVC (1) (2006)
Cem Direkoglu, Hasan Demirel, Hüseyin Özkaramanli, Mustafa Uyguroglu
Efficient Face and Facial Feature Tracking Using Search Region Estimation. ICIAR (2005)
Turgay Çelik, Cem Direkoglu, Hüseyin Özkaramanli, Hasan Demirel, Mustafa Uyguroglu
Enhanced Facial Feature Extraction Using Region-Based Super-Resolution Aided Video Sequences. ICIAR (2005)
Turgay Çelik, Cem Direkoglu, Hüseyin Özkaramanli, Hasan Demirel, Mustafa Uyguroglu
Region-based super-resolution aided facial feature extraction from low-resolution sequences. ICASSP (2) (2005)

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Publication Activity (10 Years)

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Cem Direkoglu