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Centre for Pattern Recognition and Machine Intelligence

Centre for Pattern Recognition and Machine Intelligence

Papers

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Liu, Li, Yue Lu, and Ching Y. Suen. "End-to-end learning of representations for instance-level document image retrieval." Applied Soft Computing 136 (2023): 110136.

Najla, AL-Qawasmeh, Muna Khayyat, and Ching Y. Suen. "Age detection from handwriting using different feature classification models." Pattern Recognition Letters 167 (2023): 60-66.

Bavandsavadkouhi, Iman, Saeed Khazaee, and Ching Y. Suen. "An Autoencoding Method for Detecting Counterfeit Coins." In Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops, S+ SSPR 2022, Montreal, QC, Canada, August 26–27, 2022, Proceedings, pp. 292-301. Cham: Springer International Publishing, 2023.

Xu, Yan, Yufang Tang, and Ching Y. Suen. "Review of Handwriting Analysis for Predicting Personality Traits." In Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops, S+ SSPR 2022, Montreal, QC, Canada, August 26–27, 2022, Proceedings, pp. 54-63. Cham: Springer International Publishing, 2023.

 

Li, Hongjun, Ze Zhou, Chaobo Li, and Ching Y. Suen. "A near effective and efficient model in recognition." Pattern Recognition 122 (2022): 108173.

Najla, AL-Qawasmeh, Muna Khayyat, and Ching Y. Suen. "Novel features to detect gender from handwritten documents." Pattern Recognition Letters (2022).

Almuhajri, Mrouj, and Ching Y. Suen. "A Complete Framework for Shop Signboards Detection and Classification." In 2022 26th International Conference on Pattern Recognition (ICPR), pp. 4671-4677. IEEE, 2022.

Almuhajri, Mrouj, and Ching Y. Suen. "Shop signboards detection using the shos dataset." In Pattern Recognition and Artificial Intelligence: Third International Conference, ICPRAI 2022, Paris, France, June 1–3, 2022, Proceedings, Part II, pp. 235-245. Cham: Springer International Publishing, 2022.

Lin, Qiqiang, Xiaonan Huang, Ning Bi, Ching Y. Suen, and Jun Tan. "CCLSL: Combination of Contrastive Learning and Supervised Learning for Handwritten Mathematical Expression Recognition." In Proceedings of the Asian Conference on Computer Vision, pp. 3724-3739. 2022.

Alqudah, Rabiah, and Ching Y. Suen. "Intensive Survey on Peripheral Blood Smear Analysis Using Deep Learning." In Advances in Pattern Recognition and Artificial Intelligence, pp. 23-45. 2022.

Tayanov, Vitaliy, Adam Krzyżak, and Ching Y. Suen. "Analysis of Different Deep Learning Architectures to Learn Generalised Classifier Stacking on Riemannian and Grassmann Manifolds." In 2022 26th International Conference on Pattern Recognition (ICPR), pp. 2735-2741. IEEE, 2022.

Xu, Yunqi, and Ching Y. Suen. "Recognition of Graphological Wartegg Hand-Drawings." In Intertwining Graphonomics with Human Movements: 20th International Conference of the International Graphonomics Society, IGS 2021, Las Palmas de Gran Canaria, Spain, June 7-9, 2022, Proceedings, pp. 174-186. Cham: Springer International Publishing, 2022.

Al–qudah, Rabiah, and Ching Y. Suen. "Peripheral Blood Smear Analysis Using Deep Learning: Current Challenges and Future Directions." In Computational Intelligence and Image Processing in Medical Applications, pp. 105-118. 2022.

Lin, Qiqiang, Chunyi Wang, Ning Bi, Ching Y. Suen, and Jun Tan. "An Encoder-Decoder Approach to Offline Handwritten Mathematical Expression Recognition with Residual Attention." In Pattern Recognition and Artificial Intelligence: Third International Conference, ICPRAI 2022, Paris, France, June 1–3, 2022, Proceedings, Part I, pp. 335-345. Cham: Springer International Publishing, 2022.

AL-Qawasmeh, Najla, Muna Khayyat, and Ching Y. Suen. "Novel Feature Extraction Methods to Detect Age from Handwriting." In Intertwining Graphonomics with Human Movements: 20th International Conference of the International Graphonomics Society, IGS 2021, Las Palmas de Gran Canaria, Spain, June 7-9, 2022, Proceedings, pp. 144-158. Cham: Springer International Publishing, 2022.

Shah, Muhammad Ismail, and Ching Y. Suen. "Using Convolutional Neural Network to Handle Word Shape Similarities in Handwritten Cursive Arabic Scripts of Pashto Language." In Pattern Recognition and Artificial Intelligence: Third International Conference, ICPRAI 2022, Paris, France, June 1–3, 2022, Proceedings, Part I, pp. 299-310. Cham: Springer International Publishing, 2022.

Garoot, Afnan, and Ching Y. Suen. "Measuring the Big Five Factors from Handwriting Using Ensemble Learning Model AvgMlSC." In Intertwining Graphonomics with Human Movements: 20th International Conference of the International Graphonomics Society, IGS 2021, Las Palmas de Gran Canaria, Spain, June 7-9, 2022, Proceedings, pp. 159-173. Cham: Springer International Publishing, 2022.

Najla AL-Qawasmeh, C. Y. Suen, "Transfer Learning to Detect Age From Handwritten documents," in press, Adv. Artif. Intell. Mach. Learn. 2(2), 2022.

AL-Qawasmeh, Najla, and Ching Y. Suen. "Gender Detection from Handwritten Documents Using Transfer Learning Method." In Advances in Pattern Recognition and Artificial Intelligence, pp. 119-131. 2022.

Almuhajri, Mrouj, and Ching Y. Suen. "AI Based Approach for Shop Classification and a Comparative Study with Human." (2022).

Wang, Fanglin, Fukeng He, Ning Bi, Ching Y. Suen, and Jun Tan. "Offline Handwritten Mathematical Expression Recognition Based on Square Loss Sequence-to-Sequence Neural Network." Available at SSRN 4212220.

Fallatah, Hiba, Ching Suen, and Olga Ormandjieva. "A Survey on Pedophile Attribution Techniques for Online Platforms."

Vitaliy Tayanov, A. Krzyzak, C. Y. Suen, "Comparison of Stacking-based Classifier Ensembles using Euclidean and Riemannian Geometries," Ibid, 10359-10366, Aug. 2022.

 

Liu, Li, Zhiyu Wang, Taorong Qiu, Qiu Chen, Yue Lu, and Ching Y. Suen. "Document image classification: Progress over two decades." Neurocomputing 453 (2021): 223-240.

R. Alqudah, and C. Y. Suen, “Improving Blood Cells Classification in Peripheral Blood Smears Using Enhanced Incremental Training,” Computers in Biology and Medicine, vol. 131, 104265, 2021.

S. Khazaee, M. Sharifi Rad, and C. Y. Suen, “Detection of counterfeit coins based on 3D height-map image analysis,” Expert Systems with Applications, Volume 174, July 2021.

Khazaee, Saeed, Ali Tourani, Sajjad Soroori, Asadollah Shahbahrami, and Ching Yee Suen. "An accurate real-time license plate detection method based on deep learning approaches." International Journal of Pattern Recognition and Artificial Intelligence 35, no. 12 (2021): 2160008.

Vahdati, Elham, and Ching Y. Suen. "Facial beauty prediction from facial parts using multi-task and multi-stream convolutional neural networks." International Journal of Pattern Recognition and Artificial Intelligence 35, no. 12 (2021): 2160002.

Tayanov, Vitaliy, Adam Krzyżak, and Ching Y. Suen. "Ensemble learning using matrices of classifier interactions and decision profiles on riemannian and grassmann manifolds." International Journal of Pattern Recognition and Artificial Intelligence 35, no. 12 (2021): 2160011.

Liu, Li, Wenyan Cheng, Taorong Qiu, Chengying Tao, Qiu Chen, Yue Lu, and Ching Y. Suen. "Multi-loss Siamese Convolutional Neural Network for Chinese Calligraphy Style Classification." In Neural Information Processing: 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8–12, 2021, Proceedings, Part VI 28, pp. 425-432. Springer International Publishing, 2021.

Tayanov, Vitaliy, Adam Krzyżak, and Ching Y. Suen. "Comparison of stacking-based classifier ensembles using euclidean and riemannian geometries." In 2020 25th International Conference on Pattern Recognition (ICPR), pp. 10359-10366. IEEE, 2021.

Khazaee, Saeed, Maryam Sharifi Rad, and Ching Y. Suen. "Decomposing Relief Maps to Detect Counterfeit Coins Using a Hybrid Deep Learning Method." Available at SSRN 3990636.

Zhitong Huang and C. Y. Suen, "Identity-Preserved Face Beauty Transformation with Conditional Generative Adversarial Networks," Pattern Recognition and Image Analysis, vol. 31, 364-375, 2021.

Najla, AL-Qawasmeh, and Ching Y. Suen. "Gender Detection from Handwritten Documents Using Transfer Learning Method." Advances In Pattern Recognition And Artificial Intelligence 6 (2021): 119.

 

Zhang, Xu-Yao, Cheng-Lin Liu, and Ching Y. Suen. "Towards robust pattern recognition: A review." Proceedings of the IEEE 108, no. 6 (2020): 894-922.

Tourani, Ali, Asadollah Shahbahrami, Sajjad Soroori, Saeed Khazaee, and Ching Yee Suen. "A robust deep learning approach for automatic iranian vehicle license plate detection and recognition for surveillance systems." IEEE Access 8 (2020): 201317-201330.

AL-Qawasmeh, Najla, and Ching Y. Suen. "Gender detection from handwritten documents using concept of transfer-learning." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 3-13. Springer International Publishing, 2020.

Lin, Wuhong, Jianfeng Huang, Ching Yee Suen, and Lihua Yang. "A feature extraction model based on discriminative graph signals." Expert Systems with Applications 139 (2020): 112861.

Khazaee, Saeed, Ali Tourani, Sajjad Soroori, Asadollah Shahbahrami, and Ching Y. Suen. "A real-time license plate detection method using a deep learning approach." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 425-438. Springer International Publishing, 2020.

Vahdati, Elham, and Ching Y. Suen. "Facial beauty prediction using transfer and multi-task learning techniques." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 441-452. Springer International Publishing, 2020.

Al-Qudah, Rabiah, and Ching Y. Suen. "Synthetic blood smears generation using locality sensitive hashing and deep neural networks." IEEE Access 8 (2020): 102530-102539.

Liu, Li, Taorong Qiu, Yue Lu, Qiu Chen, and Ching Y. Suen. "Combination of spatially enhanced bag-of-visual-words model and genuine difference subspace for fake coin detection." Expert Systems with Applications 159 (2020): 113551.

Liu, Lili, Graziella Pettinati, and Ching Y. Suen. "Computer-aided Wartegg drawing completion test." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 575-580. Springer International Publishing, 2020.

Al-qudah, Rabiah, and Ching Y. Suen. "A Survey on Peripheral Blood Smear Analysis Using Deep Learning." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 725-738. Springer International Publishing, 2020.

Soghadi, Zahra Taleb, and Ching Y. Suen. "License plate detection and recognition by convolutional neural networks." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 380-393. Springer International Publishing, 2020.

Sekeres, John, Olga Ormandjieva, Ching Suen, and Joanie Hamel. "Advanced data preprocessing for detecting cybercrime in text-based online interactions." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 416-424. Springer International Publishing, 2020.

Ly, Nam Tuan, Lili Liu, Ching Y. Suen, and Masaki Nakagawa. "Hand-drawn object detection for scoring Wartegg Zeichen test." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 109-114. Springer International Publishing, 2020.

Rad, Maryam Sharifi, Saeed Khazaee, Li Liu, and Ching Y. Suen. "A Blob Detector Images-Based Method for Counterfeit Coin Detection by Fuzzy Association Rules Mining." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 669-684. Springer International Publishing, 2020.

Zhou, Yafeng, Yongtao Wang, Zheqi He, Zhi Tang, and Ching Y. Suen. "Towards accurate panel detection in manga: A combined effort of cnn and heuristics." In MultiMedia Modeling: 26th International Conference, MMM 2020, Daejeon, South Korea, January 5–8, 2020, Proceedings, Part I 26, pp. 215-226. Springer International Publishing, 2020.

Baratalipour, Nasrin, Ching Y. Suen, and Olga Ormandjieva. "Abusive Language Detection Using BERT Pre-trained Embedding." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 695-701. Springer International Publishing, 2020.

Dittimi, Tamarafinide V., and Ching Y. Suen. "Single Image Super-Resolution for Medical Image Applications." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 660-666. Springer International Publishing, 2020.

Hmood, Ali K., and Ching Y. Suen. "Statistical edge-based feature selection for counterfeit coin detection." Multimedia Tools and Applications 79, no. 39-40 (2020): 28621-28642.

Zohrevand, Abbas, Mahdi Sattari, Javad Sadri, Zahra Imani, Ching Y. Suen, and Chawki Djeddi. "Comparison of Persian Handwritten Digit Recognition in Three Color Modalities Using Deep Neural Networks." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings, pp. 125-136. Cham: Springer International Publishing, 2020.

Chan, Ellison, Adam Krzyzak, and Ching Y. Suen. "Predicting US Elections with Social Media and Neural Networks." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings 2, pp. 325-335. Springer International Publishing, 2020.

Tayanov, Vitaliy, Adam Krzyzak, and Ching Y. Suen. "Manifold-Based Classifier Ensembles." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings, pp. 293-305. Cham: Springer International Publishing, 2020.

Xu, Yan, Yufang Tang, and Ching Y. Suen. "Commodity Classification Based on Multi-modal Jointly Using Image and Text Information." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings, pp. 67-79. Cham: Springer International Publishing, 2020.

He, Chun Lei, Dave Keirstead, and Ching Y. Suen. "A Hybrid Multiple Classifier System Applied in Life Insurance Underwriting." In Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings, pp. 171-176. Cham: Springer International Publishing, 2020.

Bi, Ning, Ching Y. Suen, Nicola Nobile, and Jun Tan. "A multi-feature selection approach for gender identification of handwriting based on kernel mutual information." Pattern Recognition Letters 121 (2019): 123-132.

Tourani, Ali, Asadollah Shahbahrami, Alireza Akoushideh, Saeed Khazaee, and Ching Y. Suen. "Motion-based vehicle speed measurement for intelligent transportation systems." International Journal of Image, Graphics and Signal Processing 10, no. 4 (2019): 42.

Nazemi, Azadeh, Niloofar Tavakolian, Donal Fitzpatrick, and Ching Y. Suen. "Offline handwritten mathematical symbol recognition utilising deep learning." arXiv preprint arXiv:1910.07395 (2019).

Al-Qudah, Rabiah, and Ching Y. Suen. "Enhancing YOLO deep networks for the detection of license plates in complex scenes." In Proceedings of the Second International Conference on Data Science, E-Learning and Information Systems, pp. 1-6. 2019.

Dittimi, Tamarafinide V., and Ching Y. Suen. "Mobile phone based ensemble classification of deep learned feature for medical image analysis." IETE Technical Review (2019).

Vahdati, Elham, and Ching Y. Suen. "Female facial beauty analysis using transfer learning and stacking ensemble model." In Image Analysis and Recognition: 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27–29, 2019, Proceedings, Part II 16, pp. 255-268. Springer International Publishing, 2019.

Hmood, Ali K., and Ching Y. Suen. "An ensemble of character features and fine-tuned convolutional neural network for spurious coin detection." In Frontiers in Pattern Recognition and Artificial Intelligence, pp. 169-187. 2019.

Almuhajri, Mrouj, and Ching Suen. "Intensive survey about road traffic signs preprocessing, detection and recognition." In Advances in Data Science, Cyber Security and IT Applications: First International Conference on Computing, ICC 2019, Riyadh, Saudi Arabia, December 10–12, 2019, Proceedings, Part I 1, pp. 275-289. Springer International Publishing, 2019.

Al-qudah, Rabiah, and Ching Y. Suen. "Impact of Font on Computer Recognition of License Plates on Automobiles." In Proceedings of the 3rd International Conference on Vision, Image and Signal Processing, pp. 1-6. 2019.

Dittimi, Tamarafinide Victory, and Ching Yee Suen. "High correlation-based banknote gradient assessment of ensemble classifier." International Journal of Wavelets, Multiresolution and Information Processing 17, no. 03 (2019): 1950006.

Sun, Ke, and Ching Y. Suen. "Automatic Detection of Counterfeit Coins by Visual Measurements." In Frontiers in Pattern Recognition and Artificial Intelligence, pp. 151-168. 2019.

Khayyat, Muna, Louisa Lam, and Ching Y. Suen. "Arabic Word Spotting Approaches and Techniques." In Computational Linguistics, Speech and Image Processing for Arabic Language, pp. 111-126. 2019.

Nikfal, Shima, and Ching Y. Suen. "Arabic and English Typeface Personas." In Computational Linguistics, Speech and Image Processing for Arabic Language, pp. 203-230. 2019.

Yousefi, Mina, Adam Krzyżak, and Ching Y. Suen. "Mass detection in digital breast tomosynthesis data using convolutional neural networks and multiple instance learning." Computers in biology and medicine 96 (2018): 283-293.

Liu, Yishu, Ching Y. Suen, Yingbin Liu, and Liwang Ding. "Scene classification using hierarchical Wasserstein CNN." IEEE Transactions on Geoscience and Remote Sensing 57, no. 5 (2018): 2494-2509.

Bi, Ning, Jun Tan, Jian-Huang Lai, and Ching Y. Suen. "High-dimensional supervised feature selection via optimized kernel mutual information." Expert Systems with Applications 108 (2018): 81-95.

Dittimi, Tamarafinide V., and Ching Y. Suen. "Mobile app for detection of counterfeit banknotes." In Advances in Artificial Intelligence: 31st Canadian Conference on Artificial Intelligence, Canadian AI 2018, Toronto, ON, Canada, May 8–11, 2018, Proceedings 31, pp. 156-168. Springer International Publishing, 2018.

Hmood, Ali K., Ching Y. Suen, and Louisa Lam. "An enhanced histogram of oriented gradient descriptor for numismatic applications." Pattern Recognition and Image Analysis 28 (2018): 569-587.

Tayanov, Vitaliy, Adam Krzyżak, and Ching Y. Suen. "Prediction-based classification using learning on Riemannian manifolds." In 2018 24th International Conference on Pattern Recognition (ICPR), pp. 591-596. IEEE, 2018.

Tayanov, Vitaliy, Adam Krzyżak, and Ching Suen. "Some properties of consensus-based classification." In Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017 10, pp. 276-285. Springer International Publishing, 2018.

Khayyat, Muna, and Ching Y. Suen. "Improving Word Spotting System Performance using Ensemble Classifier Combination Methods." In 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR), pp. 229-234. IEEE, 2018.

Khazaee, Saeed, M. Sharifi Rad, and C. Suen. "Restoring height-map images of shiny coins using spline approximation to detect counterfeit coins." Proceeding of ICPRAI (2018): 383-387.

Liu, Li, Yue Lu, and Ching Y. Suen. "An image-based approach to detection of fake coins." IEEE transactions on information forensics and security 12, no. 5 (2017): 1227-1239.

Garoot, Afnan H., Maedeh Safar, and Ching Y. Suen. "A comprehensive survey on handwriting and computerized graphology." In 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), vol. 1, pp. 621-626. IEEE, 2017.

Sahlol, Ahmed, Mohamed Abd Elfattah, Ching Y. Suen, and Aboul Ella Hassanien. "Particle swarm optimization with random forests for handwritten Arabic recognition system." In Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2016 2, pp. 437-446. Springer International Publishing, 2017.

Dittimi, Tamarafinide V., Ali K. Hmood, and Ching Y. Suen. "Multi-class SVM based gradient feature for banknote recognition." In 2017 IEEE International Conference on Industrial Technology (ICIT), pp. 1030-1035. IEEE, 2017.

Khazaee, Saeed, Maryam Sharifi Rad, and Ching Y. Suen. "Detection of counterfeit coins based on modeling and restoration of 3D images." In Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications: 5th International Symposium, CompIMAGE 2016, Niagara Falls, NY, USA, September 21-23, 2016, Revised Selected Papers 5, pp. 178-193. Springer International Publishing, 2017.

Wu, Jian-Sheng, Wei-Shi Zheng, Jian-Huang Lai, and Ching Y. Suen. "Euler clustering on large-scale dataset." IEEE Transactions on Big Data 4, no. 4 (2017): 502-515.

Liu, Dan, Ching Yee Suen, and Olga Ormandjieva. "A novel way of identifying cyber predators." arXiv preprint arXiv:1712.03903 (2017).

Hmood, Ali K., Tamarafinide V. Dittimi, and Ching Y. Suen. "Scale and rotation invariant character segmentation from coins." In Image Analysis and Recognition: 14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5–7, 2017, Proceedings 14, pp. 153-162. Springer International Publishing, 2017.

Suen, Ching Y., Shima Nikfal, Bing Zhang, and Jehan Janbi. "Characteristics of English, Chinese and Arabic Typefaces." In Advances in Chinese Document and Text Processing, pp. 1-30. 2017.

Tayanov, Vitaliy, Adam Krzyżak, and Ching Suen. "Classification boosting by data decomposition using consensus-based combination of classifiers." In Image Analysis and Recognition: 14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5–7, 2017, Proceedings 14, pp. 408-415. Springer International Publishing, 2017.

S. Khazaee, M. S. Rad, and C. Y. Suen, "Detection of counterfeit coins based on modeling and restoration of 3D images," Pre-Proc. CompIMAGE'16, Computational Modeling of Objects Presented in Images: Fundamentals, Methods, and Applications, p. 10, Niagara Falls, USA, Sept. 2016.

C. Y. Suen et al, "Innovative Forensic Studies Using Pattern Recognition Techniques," Proc. CSFS Conference, Can. Soc. of Forensic Sc., p. 56, 2016.

M. Ebrahimi, C. Y. Suen, O. Ormandjieva, and A. Krzyzak, "Recognizing Predatory Chat Documents using Semi-supervised Anomaly Detection," Proc. International Symposium on Electronic Imaging 2016 in the Document Recognition and Retrieval Conference, p. 41, Feb. 2016, San Francisco.

Ching Y. Suen et al (eds.), Neurocomputing, vol. 175, Part B, Jan. 2016. Special Issue: MCPR 2014 - Advances in pattern recognition methodologies and applications, has already received 52492 views and 9619 citations

H. Li and C. Y. Suen, "Robust face recognition based on dynamic rank representation," Pattern Recognition, vol. 60, 13-24, 2016.

L. Liu, Y. Lu, and C. Y. Suen, "Variable-length Signature for Near-duplicate Image Matching," IEEE Trans. Image Processing, vol. 24, 1282-1296 , Dec. 2015.

L. Li, Y. Wang, C. Y. Suen, Z. Tang, D. Liu, "A tree conditional random field model for panel detection in comic images," Pattern Recognition, vol. 48, 2129-2140, 2015.

A. Fischer, C. Y. Suen, V. Frinken, K. Riesen, and H. Bunke, "Approximation of graph edit distance based on Hausdorff matching," Pattern Recognition, vol. 48, 331-343, 2015.

Z. Xu, H. Li, X. Jin, and C. Y. Suen, "Face recognition based on maximum sparse coefficients of object region," Proc. 2015 Chinese Intelligent Automation Conference, pp. 43-51, Fuzhou, China, June 2015.

N. Sultan and C. Y. Suen, "Judging female facial beauty by computer," Invited paper, Proc. 2nd Int. Conf. on Computer Graphics and Animation, San Antonio, Texas, Sept. 2015.

K. Sun, P. Atighachian, B. Feng, S. B. Sinnott, and C. Y. Suen, "Detection of counterfeit coins based on lettering features," Proc. 28th Int. Conf. on Computer Applications in Engineering and Industry, pp. 165-170, San Diego, Oct. 2015. Best Paper Finalist Award.

C. Y. Suen, "Methods of achieving perfect scores in pattern recognition systems," Keynote Address, 3rd Asian Conf on Pattern Recognition (ACPR), Kuala Lumpur, Nov. 2015.

L. Liu, Y. Lu, and C. Y. Suen, "Near duplicate document image matching - a graphical perspective," Pattern Recognition, vol. 47, 1653-1663, 2014.

M. Al-Khayat, L. Lam, and C. Y. Suen, "Learning-based word spotting system for Arabic handwritten documents," Pattern Recognition, vol. 47, 1021-1030, 2014.

Rana Salaheldin, Mohamed ElHelw, and Neamat El Gayar, "A Time Series Classification Approach for Motion Analysis Using Ensembles in Ubiquitous Healthcare Systems," Proceedings of the 6th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2014), vol. 8774, pp. 277-288, Montreal, Canada, October 2014

Ahmed T. Sahlol, Ching Y. Suen, Mohammed R. Elbasyoni, and Abdelhay A. Sallam, "Investigation of Preprocessing Techniques and Novel Features in Recognition of Handwritten Arabic Characters," Proceedings of the 6th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2014), vol. 8774, pp. 264-276, Montreal, Canada, October 2014

 Hongjun Li, Nicola Nobile, Ching Y. Suen, "Face Recognition Based on Discriminative Dictionary with Multilevel Feature Fusion," Proceedings of the 6th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2014), vol. 8774, pp. 252-263, Montreal, Canada, October 2014

Amani T. Jamal, Nicola Nobile, and Ching Y. Suen, "End-Shape Recognition for Arabic Handwritten Text Segmentation," Proceedings of the 6th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2014), vol. 8774, pp. 228-239, Montreal, Canada, October 2014

Bo-Yuan Feng, Mingwu Ren, Xu-Yao Zhang, and Ching Y. Suen, "Part-Based High Accuracy Recognition of Serial Numbers in Bank Notes," Proceedings of the 6th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2014), vol. 8774, pp. 204-215, Montreal, Canada, October 2014

Tawfik A. Moahmed, Neamat El Gayar, and Amir F. Atiya, "Forward and Backward Forecasting Ensembles for the Estimation of Time Series Missing Data," Proceedings of the 6th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2014), vol. 8774, pp. 93-104, Montreal, Canada, October 2014

Nicola Nobile, Muna Khayyat, Louisa Lam and Ching Y. Suen, "Novel Handwritten Words and Documents Databases of Five Middle Eastern Languages," Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition (ICFHR 2014), vol. 10.1109, pp. 152-157, Crete Island, Greece, September 2014

L. Liu, Y. Lu, and C. Y. Suen, "Novel global and local features for near-duplicate document image matching," Proc. Int. Conf. on Pattern Recognition (ICPR), 4624-4629, Stockholm, Aug. 2014.

M. Al-Khayat, L. Lam, and C. Y. Suen, "Learning-based word spotting system for Arabic handwritten documents," Journal of Pattern Recognition , Accepted, March 2014

  1. A. T. Jamal, N. Nobile, and C. Y. Suen, "Learning-based Baseline Estimation," Proceedings of The 11th International Conference on Pattern Recognition and Image Analysis: New Information Technologies (PRIA-11-2013), vol. II, pp. 583-586, Samara, The Russian Federation, September 2013
  2. Y. Liu, L. Yang, and C. Y. Suen, "The effect of coorelation and performances of base-experts on score fusion," IEEE Transactions on Systems, Man, and Cybernetics: Systems,vol. PP, Issue 99, September 2013
  3. C. D. Wang, J. H. Lai, C. Y. Suen, and J. Y. Zhu, "Multi-Exemplar Affinity Propagationi," Journal of IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, Number 9, pp. 2223-2237, September 2013
  4. B. Feng, M. Ren, X. Zhang and C. Y. Suen, "Extraction of Serial Numbers on Bank Notes," Proceedings of The 12th International Conference on Document Analysis and Recognition (ICDAR 2013), pp. 698-702, Washington D. C., U.S.A., August 2013
  5. M. Khayyat, L. Lam and C. Y. Suen, "Verification of Hierarchical Classifier Results for Handwritten Arabic Word Spotting," Proceedings of The 12th International Conference on Document Analysis and Recognition (ICDAR 2013), pp. 572-576, Washington D. C., U.S.A., August 2013
  6. A. Fischer, V. Frinken, H. Bunke, and C. Y. Suen, "Improving HMM-based keyword spotting with character language models," Proceedings of The 12th International Conference on Document Analysis and Recognition (ICDAR 2013), pp. 506-509, Washington D. C., U.S.A., August 2013
  7. L. Liu, Y. Lu, and C. Y. Suen, "Modeling local word spatial configurations for near duplicate document image retrieval," Proceedings of The 12th International Conference on Document Analysis and Recognition (ICDAR 2013), pp. 235-239, Washington D. C., U.S.A., August 2013
  8. A. Fischer, V. C. Kieu, M. Visani, and C. Y. Suen, "Generation of learning samples for historical handwriting recognition using image degradation," Proceedings of The 2ndInternational Workshop on Historical Document Imaging and Processing, pp. 73-79, Washington D. C., U.S.A., August 2013
  9. J. Jehan, M. Almuhajri, and C. Y. Suen, "Discovering Legible Digitized Fonts for Computer Human Interaction," Proceedings of The International Conference Multimedia and Human Computer Interaction (MHCI 2013), pp. pp. 121-127, Toronto, Canada, July 2013
  10. D. Yu and C. Y. Suen, "Reliable and Error Tolerant Handwritten Numeral Classifier By Rejecting Samples from the Training Set," Proceedings of The International Conference Multimedia and Human Computer Interaction (MHCI 2013), pp. 121-127, Toronto, Canada, July 2013
  11. A. Fischer, C. Y. Suen, V. Frinken, K. Riesen, and H. Bunke, "A Fast Matching Algorithm for Graph-Based Handwriting Recognition," Proceedings of The 9th International Workshop on Graph-based Representations in Pattern Recognition, pp. 194-203, Vienna, Austria, May 2013
  12. Y. Liu, L. Yang, and C. Y. Suen, "The Effect of Correlation and Performances of Base-Experts on Score Fusion," IEEE Transactions on Systems, Man, and Cybernetics: Systems,vol. PP, Issue 99, May 2013
  13. W. Wang, X. Zhang, C. Y. Suen, "A Novel Pattern Rejection Criterion Based on Multiple Classifiers," Proceedings of The Conference on Multiple Classifier Systems, vol. 7872, pp. 331-342, Nanjing, China, May 2013
  14. P. Cavalin, R. Sabourin, and C. Y. Suen, "Dynamic selection approaches for multiple classifier systems," Journal of Neural Computing and Applications, vol. 22, Issue 3-4, pp. 673-688 , March 2013

  1. M. Haji, T. D. Bui, and C. Y. Suen, "Removal of Noise Patterns in Handwritten Images Using Expectation Maximization and Fuzzy Inference Systems," Journal of Pattern Recognition, vol. 45, Issue 12, pp. 4237-4249, December 2012
  2. K. Luu, M. Savvides, T. D. Bui, and C. Y. Suen, "Compressed Submanifold Multifactor Analysis With Adaptive Factor Structures," Proceedings of The International Conference on Pattern Recognition (ICPR 2012), pp. 2715-2718, Tsukuba, Japan, November 2012
  3. L. Liu, Y. Lu, and C. Y. Suen, "Document Image Matching Using Probabilistic Graphical Models," Proceedings of The 21st International Conference on Pattern Recognition (ICPR 2012), pp. 637-640, Tsukuba, Japan, November 2012
  4. C. Y. Suen, S. Nikfal, B. Zhang, J. Janbi, N. Dumont, "Personality Traits of Typefaces for English, Chinese, and Arabic," Proceedings of ATypeI Conference, Hong Kong, October 2012
  5. M. Khayyat, L. Lam, and C. Y. Suen, "Arabic Handwritten Word Spotting Using Language Models," Proceedings of the 13th International Conference on Frontiers in Handwriting Recognition (ICFHR'12), pp. 43-48, Bari, Italy, September 2012
  6. M. Haji, K. A. Sahoo, T. D. Bui, C. Y. Suen and D. Ponson, "Statistical Hypothesis Testing for Handwritten Word Segmentation Algorithms," Proceedings of the 13thInternational Conference on Frontiers in Handwriting Recognition (ICFHR'12), pp. 114-119, Bari, Italy, September 2012
  7. J. Tan, J-H. Lai, W-S. Zheng and C. Y Suen, "A Novel Approach for Stroke Extraction of Off-line Chinese handwritten characters based on Optimum paths," Proceedings of the 13th International Conference on Frontiers in Handwriting Recognition (ICFHR'12), pp. 782-786, Bari, Italy, September 2012
  8. G. Lian, J. Lai, C. Y. Suen and P. Chen, "Matching of Tracked Pedestrians across Disjoint Camera Views Using CI-DLBP," IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 7, pp. 1087-1099, July 2012
  9. K. Roy, P. Bhattacharya, and C. Y. Suen, "Iris Segmentation Using Game Theory," Journal of Signal, Image and Video Processing, vol. 6, Issue 2, pp. 301-315, June 2012
  10. X. Niu and C. Y. Suen, "A Novel Hybrid CNN-SVM Classifier for Recognizing Handwritten Digits," Journal of Pattern Recognition, vol. 45, Issue 4, pp. 1318-1325, April 2012
  11. M. Khayyat, L. Lam, C. Y. Suen, F. Yin and C-L. Liu, "Arabic Handwritten Text Line Extraction by Applying an Adaptive Mask to Morphological Dilation," Proceedings of 10th IAPR International Workshop on Document Analysis Systems (DAS 2012), pp. 100-104, Gold Coast, Queensland, Australia, March 2012

  1. Z.-C. Li, J. Y. Chiang, C. Y. Suen, "New Splitting Algorithms for Geometric Transformations of Digital Images and their Error Analysis," International Journal of Imaging Systems and Technology, vol. 21, Issue 4, pp. 323-335, December 2011
  2. K. Roy, P. Bhattacharya, and C. Y. Suen, "Iris Recognition Using Shape Guided Approach and Game Theory," Journal of Pattern Analysis and Applications, vol. 14, Issue 4, pp. 329-348, November 2011
  3. K. Luu , K. Seshadri, M. Savvides, T. D. Bui, C. Y. Suen, "Contourlet Appearance Model for Facial Age Estimation," Proceedings of The International Joint Conference on Biometrics (IJCB 2011), pp. 1-8, Washington, D.C., U.S.A., October 2011
  4. F. J. Xu, K. Luu, M. Savvides, T. D. Bui, C. Y. Suen, "Investigating Age Invariant Face Recognition Based on Periocular Biometrics," Proceedings of The International Joint Conference on Biometrics (IJCB 2011), pp. 1-7, Washington, D.C., U.S.A., Best Poster Paper, October 2011
  5. P. R. Cavalin, R. Sabourin, C. Y. Suen, "Dynamic Selection Approaches for Multiple Classifier Systems," Journal of Neural Computing & Applications, vol. 10.1007/s00521-011-0737-9, pp. 1-16, September 2011
  6. C.-L. He, L. Lam, C. Y. Suen, "Rejection Measurement Based on Linear Discriminant Analysis for Document Recognition," International Journal on Document Analysis and Recognition (IJDAR 2011), vol. 14, Issue 3, pp. 263-272, September 2011
  7. C. Y. Suen, N. Dumont, M. Dyson, Y.-C. Tai, X. Lu, "Evaluation of Fonts for Digital Publishing and Display," Invited Paper, Proceedings of the 11th International Confonference on Document Analysis and Recognition (ICDAR 2011), pp. 1424-1436, Beijing, China, September 2011
  8. B. Zhang, Y. Li, C. Y. Suen, X. Zhang, "Discovering Legible Chinese Typefaces for Reading Digital Documents," Proceedings of the 11th International Confonference on Document Analysis and Recognition (ICDAR 2011), pp. 962-966, Beijing, China, September 2011
  9. N. Nobile, C. L. He, M. W. Sagheer, L. Lam, C. Y. Suen, "Digit/Symbol Pruning and Verification for Offline Arabic Handwritten Digit/Symbol Spotting," Proceedings of the 11th International Confonference on Document Analysis and Recognition (ICDAR 2011), pp. 648-652, Beijing, China, September 2011
  10. T. H. N. Le, T. D. Bui, C. Y. Suen, "Ternary Entropy-based Binarization of Degraded Document Images Using morphological Operators," Proceedings of the 11th International Confonference on Document Analysis and Recognition (ICDAR 2011), pp. 114-118, Beijing, China, September 2011
  11. L. Liu, Y. Lu, C. Y. Suen, "Retrieval of Envelope Images Using Graph Matching," Proceedings of the 11th International Confonference on Document Analysis and Recognition (ICDAR 2011), pp. 99-103, Beijing, China, September 2011
  12. X. Xie, W-S. Zheng, J. Lai, P. C. Yuen, and C. Y. Suen,, "Normalization of Face Illumination Based on Large-and Small-Scale Features," IEEE Transactions on Image Processing, vol. 20, Number 7, pp. 1807-1821, July 2011
  13. X. Xie, J. Lai, C. Y. Suen, and W-S. Zheng, "Non-Ideal Class Non-Point Light Source Quotient Image for Face Relighting," Journal of Signal Processing, vol. 91, Issue 4, pp. 1046-1053, April 2011
  14. K. Roy, P. Bhattacharya, and C. Y. Suen, "Towards Nonideal Iris Recognition Based on Level Set Method, Genetic Algorithms and Adaptive Asymmetrical SVMs,"Engineering Applications of Artificial Intelligence, vol. 24, Issue 3, pp. 458-475, April 2011
  15. K. Roy, P. Bhattacharya, and C. Y. Suen, "Iris Segmentation Using Variational Level Set Method," Journal of Optics and Lasers in Engineering, vol. 49, Issue 4, pp. 578-588, April 2011
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