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Cem Direkoglu
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Books and Theses
- 2009
- [b1]Cem Direkoglu:
Feature extraction via heat flow analogy. University of Southampton, UK, 2009
Journal Articles
- 2024
- [j17]Khalid Zaman
, Islam J. A. M. Samiul, Melike Sah
Hybrid Transformer Architectures With Diverse Audio Features for Deepfake Speech Classification. IEEE Access 12: 149221-149237 (2024) - [j16]Diaa Salman
Hybrid deep learning models for time series forecasting of solar power. Neural Comput. Appl. 36(16): 9095-9112 (2024) - 2023
- [j15]Khalid Zaman
A Survey of Audio Classification Using Deep Learning. IEEE Access 11: 106620-106649 (2023) - [j14]Yazan Zaid, Melike Sah
Pre-processed and combined EEG data for epileptic seizure classification using deep learning. Biomed. Signal Process. Control. 84: 104738 (2023) - [j13]Melike Sah
Review and evaluation of player detection methods in field sports. Multim. Tools Appl. 82(9): 13141-13165 (2023) - 2022
- [j12]Melike Sah
A survey of deep learning methods for multiple sclerosis identification using brain MRI images. Neural Comput. Appl. 34(10): 7349-7373 (2022) - [j11]Nuray Vakitbilir
Hybrid deep learning models for multivariate forecasting of global horizontal irradiation. Neural Comput. Appl. 34(10): 8005-8026 (2022) - 2020
- [j10]Cem Direkoglu
Abnormal Crowd Behavior Detection Using Motion Information Images and Convolutional Neural Networks. IEEE Access 8: 80408-80416 (2020) - [j9]Eren Hatirnaz, Melike Sah
A novel framework and concept-based semantic search Interface for abnormal crowd behaviour analysis in surveillance videos. Multim. Tools Appl. 79(25-26): 17579-17617 (2020) - [j8]Nemer Odeh
Automated shopping system using computer vision. Multim. Tools Appl. 79(41-42): 30151-30161 (2020) - 2018
- [j7]Cem Direkoglu
Player detection in field sports. Mach. Vis. Appl. 29(2): 187-206 (2018) - [j6]Cem Direkoglu, Noel E. O'Connor:
Temporal segmentation and recognition of team activities in sports. Mach. Vis. Appl. 29(5): 891-913 (2018) - 2013
- [j5]Cem Direkoglu
On using an analogy to heat flow for shape extraction. Pattern Anal. Appl. 16(2): 125-139 (2013) - 2012
- [j4]Cem Direkoglu
On Using Anisotropic Diffusion for Skeleton Extraction. Int. J. Comput. Vis. 100(2): 170-189 (2012) - 2011
- [j3]Mark S. Nixon
On Using Physical Analogies for Feature and Shape Extraction in Computer Vision. Comput. J. 54(1): 11-25 (2011) - [j2]Cem Direkoglu
Shape classification via image-based multiscale description. Pattern Recognit. 44(9): 2134-2146 (2011) - [j1]Cem Direkoglu
Moving-edge detection via heat flow analogy. Pattern Recognit. Lett. 32(2): 270-279 (2011)
Conference and Workshop Papers
- 2018
- [c21]Damla Gul Altunay, Naciye Karademir, Okan Topçu, Cem Direkoglu:
Intelligent surveillance system for abandoned luggage. SIU 2018: 1-4 - 2017
- [c20]Cem Direkoglu
Abnormal crowd behavior detection using novel optical flow-based features. AVSS 2017: 1-6 - [c19]Melike Sah
Semantic annotation of surveillance videos for abnormal crowd behaviour search and analysis. AVSS 2017: 1-6 - 2016
- [c18]Ramya Hebbalaguppe, Kevin McGuinness
Reduction of false alarms triggered by spiders/cobwebs in surveillance camera networks. ICIP 2016: 943-947 - 2014
- [c17]Iveel Jargalsaikhan, Cem Direkoglu
An Evaluation of Local Action Descriptors for Human Action Classification in the Presence of Occlusion. MMM (2) 2014: 56-67 - 2013
- [c16]Iveel Jargalsaikhan, Suzanne Little, Cem Direkoglu
Action recognition based on sparse motion trajectories. ICIP 2013: 3982-3985 - [c15]Suzanne Little
An information retrieval approach to identifying infrequent events in surveillance video. ICMR 2013: 223-230 - [c14]Suzanne Little
Interactive surveillance event detection at TRECVid2012. ICMR 2013: 301-302 - [c13]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 - [c12]Jogile Kuklyte, Kevin McGuinness
Identification of moving objects in poor quality surveillance data. WIAMIS 2013: 1-4 - 2012
- [c11]Cem Direkoglu
Team Activity Recognition in Sports. ECCV (7) 2012: 69-83 - [c10]Cem Direkoglu
Team behavior analysis in sports using the Poisson equation. ICIP 2012: 2693-2696 - [c9]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 - 2010
- [c8]Cem Direkoglu
Skeleton Extraction via Anisotropic Heat Flow. BMVC 2010: 1-11 - 2008
- [c7]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: 163-177 - [c6]Cem Direkoglu
Image-Based Multiscale Shape Description Using Gaussian Filter. ICVGIP 2008: 673-678 - 2007
- [c5]Cem Direkoglu
Shape Extraction Via Heat Flow Analogy. ACIVS 2007: 553-564 - 2006
- [c4]Cem Direkoglu
Low Level Moving-Feature Extraction Via Heat Flow Analogy. ISVC (1) 2006: 243-252 - 2005
- [c3]Turgay Çelik
Region-based super-resolution aided facial feature extraction from low-resolution sequences. ICASSP (2) 2005: 789-792 - [c2]Turgay Çelik
Enhanced Facial Feature Extraction Using Region-Based Super-Resolution Aided Video Sequences. ICIAR 2005: 1141-1148 - [c1]Cem Direkoglu
Efficient Face and Facial Feature Tracking Using Search Region Estimation. ICIAR 2005: 1149-1157
Coauthor Index
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