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ORCIDICPRAI 2020: Zhongshan, China
- Yue Lu, Nicole Vincent, Pong Chi Yuen, Wei-Shi Zheng, Farida Cheriet, Ching Y. Suen:
Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Zhongshan, China, October 19-23, 2020, Proceedings. Lecture Notes in Computer Science 12068, Springer 2020, ISBN 978-3-030-59829-7
Handwriting and Text Processing
- Najla AL-Qawasmeh
, Ching Y. Suen:
Gender Detection from Handwritten Documents Using Concept of Transfer-Learning. 3-13 - Pan Gao, Qi Wan, Linlin Shen:
Split and Merge: Component Based Segmentation Network for Text Detection. 14-27 - Longfei Xie, Xu-Yao Zhang:
Gate-Fusion Transformer for Multimodal Sentiment Analysis. 28-40 - Jiashu Huang, Jun Tan, Ning Bi:
Overview of Mathematical Expression Recognition. 41-54 - Fukeng He, Jun Tan, Ning Bi:
Handwritten Mathematical Expression Recognition: A Survey. 55-66 - Yan Xu, Yufang Tang, Ching Y. Suen:
Commodity Classification Based on Multi-modal Jointly Using Image and Text Information. 67-79 - Lokesh Nandanwar, Palaiahnakote Shivakumara, Suvojit Manna, Umapada Pal, Tong Lu, Michael Blumenstein:
A New DCT-FFT Fusion Based Method for Caption and Scene Text Classification in Action Video Images. 80-92 - Lokesh Nandanwar, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Daniel Lopresti, Bhagesh Seraogi, Bidyut B. Chaudhuri:
A New Method for Detecting Altered Text in Document Images. 93-108 - Nam Tuan Ly, Lili Liu, Ching Y. Suen, Masaki Nakagawa:
Hand-Drawn Object Detection for Scoring Wartegg Zeichen Test. 109-114 - Danfeng Zhang, Jun Tan:
Application of Deep Learning for Online Handwritten Mathematical Expression Recognition: A Review. 115-124 - Abbas Zohrevand, Mahdi Sattari, Javad Sadri, Zahra Imani, Ching Y. Suen, Chawki Djeddi:
Comparison of Persian Handwritten Digit Recognition in Three Color Modalities Using Deep Neural Networks. 125-136 - Hong Lin, Jun Tan:
Application of Deep Learning in Handwritten Mathematical Expressions Recognition. 137-147 - Najla AL-Qawasmeh, Muna Khayyat:
Automating Stress Detection from Handwritten Documents. 148-155 - Ali Mirza, Imran Siddiqi, Umar Hayat, Muhammad Atif, Syed Ghulam Mustufa:
Recognition of Cursive Caption Text Using Deep Learning - A Comparative Study on Recognition Units. 156-167
Features and Classifiers
- Chun Lei He, Dave Keirstead, Ching Y. Suen:
A Hybrid Multiple Classifier System Applied in Life Insurance Underwriting. 171-176 - Hongjun Li, Chaobo Li, Ze Zhou:
Generative Adversarial-Synergetic Networks for Anomaly Detection. 177-190 - Hongjun Li, Ze Zhou, Xiaohu Sun, Chaobo Li:
Multi-features Integration for Speech Emotion Recognition. 191-202 - Dipayan Das, Tamal Chowdhury, Umapada Pal:
Analysis of Multi-class Classification of EEG Signals Using Deep Learning. 203-217 - Chen Wang, Jun Zhou, Chengyuan Xu, Xiao Bai:
A Deep Object Detection Method for Pineapple Fruit and Flower Recognition in Cluttered Background. 218-227 - Zhihua Yang, Qian Zhang, Feng Zhou, Lihua Yang:
A New Credit Scoring Model Based on Prediction of Signal on Graph. 228-237 - Menatallh Hammad, May Hammad, Mohamed Elshenawy:
Characterizing the Impact of Using Features Extracted from Pre-trained Models on the Quality of Video Captioning Sequence-to-Sequence Models. 238-250 - Jenifer Kalafatovich, Minji Lee, Seong-Whan Lee:
Prediction of Subsequent Memory Effects Using Convolutional Neural Network. 251-263 - Haiyu Deng, Lina Yang, Xiaocui Dang, Yuan Yan Tang, Patrick Shen-Pei Wang:
Secure Data Transmission of Smart Home Networks Based on Information Hiding. 264-275 - Xinyi Li, Ning You, Jun Tan, Ning Bi:
Differences and Similarities Learning for Unsupervised Feature Selection. 276-292 - Vitaliy Tayanov, Adam Krzyzak, Ching Y. Suen:
Manifold-Based Classifier Ensembles. 293-305 - Yonggang Li, Yafeng Zhou, Yongtao Wang, Zhi Tang:
PD-DARTS: Progressive Discretization Differentiable Architecture Search. 306-311 - Hongjun Li, Ze Zhou, Chaobo Li, Qi Wang:
Transformed Network Based on Task-Driven. 312-318 - Wenhao Dong, Yufang Tang, Xu Yan:
A Blockchain-Based Online Game Design Architecture for Performance Issues. 319-324 - Ellison Chan, Adam Krzyzak, Ching Y. Suen:
Predicting US Elections with Social Media and Neural Networks. 325-335
Deep Learning
- Mohamed Chelali, Camille Kurtz, Anne Puissant, Nicole Vincent:
From Pixels to Random Walk Based Segments for Image Time Series Deep Classification. 339-351 - Song-Yang Cheng, Yu-Jie Xiong, Jun-Qing Zhang, Yan-Chun Cao:
Handwriting and Hand-Sketched Graphics Detection Using Convolutional Neural Networks. 352-362 - Paul Guélorget, Bruno Grilhères, Titus Zaharia:
Deep Active Learning with Simulated Rationales for Text Classification. 363-379 - Zahra Taleb Soghadi, Ching Y. Suen:
License Plate Detection and Recognition by Convolutional Neural Networks. 380-393 - Yishu Liu, Conghui Chen, Zhengzhuo Han, Yingbin Liu, Liwang Ding:
Incorporating Human Views into Unsupervised Deep Transfer Learning for Remote Sensing Image Retrieval. 394-403 - Mengyao Huo, Jun Tan:
Overview: Research Progress on Pest and Disease Identification. 404-415 - John Sekeres, Olga Ormandjieva, Ching Y. Suen, Joanie Hamel:
Advanced Data Preprocessing for Detecting Cybercrime in Text-Based Online Interactions. 416-424 - Saeed Khazaee, Ali Tourani, Sajjad Soroori, Asadollah Shahbahrami, Ching Y. Suen:
A Real-Time License Plate Detection Method Using a Deep Learning Approach. 425-438
Computer Vision and Image Processing
- Elham Vahdati, Ching Y. Suen:
Facial Beauty Prediction Using Transfer and Multi-task Learning Techniques. 441-452 - Renwu Gao, Siting Zheng, Jia He, Linlin Shen:
CycleGAN-Based Image Translation for Near-Infrared Camera-Trap Image Recognition. 453-464 - Zhenyue Zhu, Shujing Lyu, Xiao Tu, Yue Lu:
Object Detection Based on Sparse Representation of Foreground. 465-473 - Donato Impedovo, Fabrizio Balducci, Giulio D'Amato, Michela Del Prete, Erminio Riezzo, Lucia Sarcinella, Mariagiorgia Agnese Tandoi, Giuseppe Pirlo:
An Application and Integration of Machine Learning Approach on a Real IoT Agricultural Scenario. 474-483 - Mohamed Chelali, Camille Kurtz, Anne Puissant, Nicole Vincent:
Spatio-Temporal Stability Analysis in Satellite Image Times Series. 484-499 - Peizhi Zeng, Jun Tan:
Overview of Crowd Counting. 500-512 - Lifang Zhou, Yu Gu, Patrick S. P. Wang, Fa-Yuan Liu, Jie Liu, Tian-Yu Xu:
Rotation-Invariant Face Detection with Multi-task Progressive Calibration Networks. 513-524 - Michaël Clément, Camille Kurtz, Laurent Wendling:
Enlacement and Interlacement Shape Descriptors. 525-537 - Hongjian Zhan, Xiao Tu, Shujing Lyu, Yue Lu:
Image Orientation Detection Using Convolutional Neural Network. 538-546 - Hong Chen, Kewei Gong, Ling Lei, Minchao Ye, Yuntao Qian:
Multi-layer Cross-domain Non-negative Matrix Factorization for Cross-scene Dimension Reduction on Hyperspectral Images. 547-554 - Nicola Nobile, Hoi Kei Phoebe Chan, Marleah Blom:
A Comprehensive Unconstrained, License Plate Database. 555-561 - Viviana Beltrán, Mickaël Coustaty, Nicholas Journet, Juan C. Caicedo, Antoine Doucet:
An Extended Evaluation of the Impact of Different Modules in ST-VQA Systems. 562-574 - Lili Liu, Graziella Pettinati, Ching Y. Suen:
Computer-Aided Wartegg Drawing Completion Test. 575-580
Medical Imaging and Applications
- Jianfeng Huang, Chao Huang, Lihua Yang, Qian Zhang:
A Novel ECG Signal Classification Algorithm Based on Common and Specific Components Separation. 583-595 - Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo:
Sit-to-Stand Test for Neurodegenerative Diseases Video Classification. 596-609 - Yunxue Shao, Xin Wang:
A Two Stage Method for Abnormality Diagnosis of Musculoskeletal Radiographs. 610-621 - Fu-Hsing Wu, Hsuan-Hung Lin, Po-Chou Chan, Chien-Ming Tseng, Yung-Fu Chen, Chih-Sheng Lin:
Clinical Decision Support Systems for Predicting Patients Liable to Acquire Acute Myocardial Infarctions. 622-634 - Rim Messaoudi, Faouzi Jaziri, Antoine Vacavant, Achraf Mtibaa, Faïez Gargouri:
A Novel Deep Learning Approach for Liver MRI Classification and HCC Detection. 635-645 - Ghazal Rouhafzay, Yonggang Li, Haitao Guan, Chang Shu, Rafik Goubran, Pengcheng Xi:
An Integrated Deep Architecture for Lesion Detection in Breast MRI. 646-659 - Tamarafinide V. Dittimi, Ching Y. Suen:
Single Image Super-Resolution for Medical Image Applications. 660-666
Forensic Studies and Medical Diagnosis
- Maryam Sharifi Rad, Saeed Khazaee, Li Liu, Ching Y. Suen:
A Blob Detector Images-Based Method for Counterfeit Coin Detection by Fuzzy Association Rules Mining. 669-684 - Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi:
Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN. 685-694 - Nasrin Baratalipour, Ching Y. Suen, Olga Ormandjieva:
Abusive Language Detection Using BERT Pre-trained Embedding. 695-701 - Mireya Tovar Vidal, Emmanuel Santos Rodríguez, José Alejandro Reyes-Ortíz:
Classification of Criminal News Over Time Using Bidirectional LSTM. 702-713 - Huafeng Qin, Mounîm A. El-Yacoubi:
End-to-End Generative Adversarial Network for Palm-Vein Recognition. 714-724 - Rabiah Al-qudah, Ching Y. Suen:
A Survey on Peripheral Blood Smear Analysis Using Deep Learning. 725-738
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