Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings (Image Processing, ... Recognition, and Graphics Book 12068)

This book constitutes the proceedings of the Second International Conference on Pattern Recognition and Artificial Intelligence, ICPRAI 2020, which took place in Zhongshan, China, in October 2020. The 49 full and 14 short papers presented were carefully reviewed and selected for inclusion in the book. The papers were organized in topical sections as follows: handwriting and text processing; features and classifiers; deep learning; computer vision and image processing; medical imaging and applications; and forensic studies and medical diagnosis. . Front Matter ....Pages i-xx Front Matter ....Pages 1-1 Gender Detection from Handwritten Documents Using Concept of Transfer-Learning (Najla AL-Qawasmeh, Ching Y. Suen)....Pages 3-13 Split and Merge: Component Based Segmentation Network for Text Detection (Pan Gao, Qi Wan, Linlin Shen)....Pages 14-27 Gate-Fusion Transformer for Multimodal Sentiment Analysis (Long-Fei Xie, Xu-Yao Zhang)....Pages 28-40 Overview of Mathematical Expression Recognition (Jiashu Huang, Jun Tan, Ning Bi)....Pages 41-54 Handwritten Mathematical Expression Recognition: A Survey (Fukeng He, Jun Tan, Ning Bi)....Pages 55-66 Commodity Classification Based on Multi-modal Jointly Using Image and Text Information (Yan Xu, Yufang Tang, Ching Y. Suen)....Pages 67-79 A New DCT-FFT Fusion Based Method for Caption and Scene Text Classification in Action Video Images (Lokesh Nandanwar, Palaiahnakote Shivakumara, Suvojit Manna, Umapada Pal, Tong Lu, Michael Blumenstein)....Pages 80-92 A New Method for Detecting Altered Text in Document Images (Lokesh Nandanwar, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Daniel Lopresti, Bhagesh Seraogi et al.)....Pages 93-108 Hand-Drawn Object Detection for Scoring Wartegg Zeichen Test (Nam Tuan Ly, Lili Liu, Ching Y. Suen, Masaki Nakagawa)....Pages 109-114 Application of Deep Learning for Online Handwritten Mathematical Expression Recognition: A Review (Danfeng Zhang, Jun Tan)....Pages 115-124 Comparison of Persian Handwritten Digit Recognition in Three Color Modalities Using Deep Neural Networks (Abbas Zohrevand, Mahdi Sattari, Javad Sadri, Zahra Imani, Ching Y. Suen, Chawki Djeddi)....Pages 125-136 Application of Deep Learning in Handwritten Mathematical Expressions Recognition (Hong Lin, Jun Tan)....Pages 137-147 Automating Stress Detection from Handwritten Documents (Najla AL-Qawasmeh, Muna Khayyat)....Pages 148-155 Recognition of Cursive Caption Text Using Deep Learning - A Comparative Study on Recognition Units (Ali Mirza, Imran Siddiqi, Umar Hayat, Muhammad Atif, Syed Ghulam Mustufa)....Pages 156-167 Front Matter ....Pages 169-169 A Hybrid Multiple Classifier System Applied in Life Insurance Underwriting (Chun Lei He, Dave Keirstead, Ching Y. Suen)....Pages 171-176 Generative Adversarial-Synergetic Networks for Anomaly Detection (Hongjun Li, Chaobo Li, Ze Zhou)....Pages 177-190 Multi-features Integration for Speech Emotion Recognition (Hongjun Li, Ze Zhou, Xiaohu Sun, Chaobo Li)....Pages 191-202 Analysis of Multi-class Classification of EEG Signals Using Deep Learning (Dipayan Das, Tamal Chowdhury, Umapada Pal)....Pages 203-217 A Deep Object Detection Method for Pineapple Fruit and Flower Recognition in Cluttered Background (Chen Wang, Jun Zhou, Cheng-yuan Xu, Xiao Bai)....Pages 218-227 A New Credit Scoring Model Based on Prediction of Signal on Graph (Zhihua Yang, Qian Zhang, Feng Zhou, Lihua Yang)....Pages 228-237 Characterizing the Impact of Using Features Extracted from Pre-trained Models on the Quality of Video Captioning Sequence-to-Sequence Models (Menatallh Hammad, May Hammad, Mohamed Elshenawy)....Pages 238-250 Prediction of Subsequent Memory Effects Using Convolutional Neural Network (Jenifer Kalafatovich, Minji Lee, Seong-Whan Lee)....Pages 251-263 Secure Data Transmission of Smart Home Networks Based on Information Hiding (Haiyu Deng, Lina Yang, Xiaocui Dang, Yuan Yan Tang, Patrick Wang)....Pages 264-275 Differences and Similarities Learning for Unsupervised Feature Selection (Xinyi Li, Ning You, Jun Tan, Ning Bi)....Pages 276-292 Manifold-Based Classifier Ensembles (Vitaliy Tayanov, Adam Krzyzak, Ching Y. Suen)....Pages 293-305 PD-DARTS: Progressive Discretization Differentiable Architecture Search (Yonggang Li, Yafeng Zhou, Yongtao Wang, Zhi Tang)....Pages 306-311 Transformed Network Based on Task-Driven (Hongjun Li, Ze Zhou, Chaobo Li, Qi Wang)....Pages 312-318 A Blockchain-Based Online Game Design Architecture for Performance Issues (Dong Wenhao, Tang Yufang, Xu Yan)....Pages 319-324 Predicting US Elections with Social Media and Neural Networks (Ellison Chan, Adam Krzyzak, Ching Y. Suen)....Pages 325-335 Front Matter ....Pages 337-337 From Pixels to Random Walk Based Segments for Image Time Series Deep Classification (Mohamed Chelali, Camille Kurtz, Anne Puissant, Nicole Vincent)....Pages 339-351 Handwriting and Hand-Sketched Graphics Detection Using Convolutional Neural Networks (Song-Yang Cheng, Yu-Jie Xiong, Jun-Qing Zhang, Yan-Chun Cao)....Pages 352-362 Deep Active Learning with Simulated Rationales for Text Classification (Paul Guélorget, Bruno Grilheres, Titus Zaharia)....Pages 363-379 License Plate Detection and Recognition by Convolutional Neural Networks (Zahra Taleb Soghadi, Ching Y. Suen)....Pages 380-393 Incorporating Human Views into Unsupervised Deep Transfer Learning for Remote Sensing Image Retrieval (Yishu Liu, Conghui Chen, Zhengzhuo Han, Yingbin Liu, Liwang Ding)....Pages 394-403 Overview: Research Progress on Pest and Disease Identification (Mengyao Huo, Jun Tan)....Pages 404-415 Advanced Data Preprocessing for Detecting Cybercrime in Text-Based Online Interactions (John Sekeres, Olga Ormandjieva, Ching Suen, Joanie Hamel)....Pages 416-424 A Real-Time License Plate Detection Method Using a Deep Learning Approach (Saeed Khazaee, Ali Tourani, Sajjad Soroori, Asadollah Shahbahrami, Ching Y. Suen)....Pages 425-438 Front Matter ....Pages 439-439 Facial Beauty Prediction Using Transfer and Multi-task Learning Techniques (Elham Vahdati, Ching Y. Suen)....Pages 441-452 CycleGAN-Based Image Translation for Near-Infrared Camera-Trap Image Recognition (Renwu Gao, Siting Zheng, Jia He, Linlin Shen)....Pages 453-464 Object Detection Based on Sparse Representation of Foreground (Zhenyue Zhu, Shujing Lyu, Xiao Tu, Yue Lu)....Pages 465-473 An Application and Integration of Machine Learning Approach on a Real IoT Agricultural Scenario (Donato Impedovo, Fabrizio Balducci, Giulio D’Amato, Michela Del Prete, Erminio Riezzo, Lucia Sarcinella et al.)....Pages 474-483 Spatio-Temporal Stability Analysis in Satellite Image Times Series (Mohamed Chelali, Camille Kurtz, Anne Puissant, Nicole Vincent)....Pages 484-499 Overview of Crowd Counting (Peizhi Zeng, Jun Tan)....Pages 500-512 Rotation-Invariant Face Detection with Multi-task Progressive Calibration Networks (Li-Fang Zhou, Yu Gu, Patrick S. P. Wang, Fa-Yuan Liu, Jie Liu, Tian-Yu Xu)....Pages 513-524 Enlacement and Interlacement Shape Descriptors (Michaël Clément, Camille Kurtz, Laurent Wendling)....Pages 525-537 Image Orientation Detection Using Convolutional Neural Network (Hongjian Zhan, Xiao Tu, Shujing Lyu, Yue Lu)....Pages 538-546 Multi-layer Cross-domain Non-negative Matrix Factorization for Cross-scene Dimension Reduction on Hyperspectral Images (Hong Chen, Kewei Gong, Ling Lei, Minchao Ye, Yuntao Qian)....Pages 547-554 A Comprehensive Unconstrained, License Plate Database (Nicola Nobile, Hoi Kei Phoebe Chan, Marleah Blom)....Pages 555-561 An Extended Evaluation of the Impact of Different Modules in ST-VQA Systems (Viviana Beltrán, Mickaël Coustaty, Nicholas Journet, Juan C. Caicedo, Antoine Doucet)....Pages 562-574 Computer-Aided Wartegg Drawing Completion Test (Lili Liu, Graziella Pettinati, Ching Y. Suen)....Pages 575-580 Front Matter ....Pages 581-581 A Novel ECG Signal Classification Algorithm Based on Common and Specific Components Separation (Jianfeng Huang, Chao Huang, Lihua Yang, Qian Zhang)....Pages 583-595 Sit-to-Stand Test for Neurodegenerative Diseases Video Classification (Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo)....Pages 596-609 A Two Stage Method for Abnormality Diagnosis of Musculoskeletal Radiographs (Yunxue Shao, Xin Wang)....Pages 610-621 Clinical Decision Support Systems for Predicting Patients Liable to Acquire Acute Myocardial Infarctions (Fu-Hsing Wu, Hsuan-Hung Lin, Po-Chou Chan, Chien-Ming Tseng, Yung-Fu Chen, Chih-Sheng Lin)....Pages 622-634 A Novel Deep Learning Approach for Liver MRI Classification and HCC Detection (Rim Messaoudi, Faouzi Jaziri, Antoine Vacavant, Achraf Mtibaa, Faïez Gargouri)....Pages 635-645 An Integrated Deep Architecture for Lesion Detection in Breast MRI (Ghazal Rouhafzay, Yonggang Li, Haitao Guan, Chang Shu, Rafik Goubran, Pengcheng Xi)....Pages 646-659 Single Image Super-Resolution for Medical Image Applications (Tamarafinide V. Dittimi, Ching Y. Suen)....Pages 660-666 Front Matter ....Pages 667-667 A Blob Detector Images-Based Method for Counterfeit Coin Detection by Fuzzy Association Rules Mining (Maryam Sharifi Rad, Saeed Khazaee, Li Liu, Ching Y. Suen)....Pages 669-684 Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN (Maxime De Bois, Mounîm A. El Yacoubi, Mehdi Ammi)....Pages 685-694 Abusive Language Detection Using BERT Pre-trained Embedding (Nasrin Baratalipour, Ching Y. Suen, Olga Ormandjieva)....Pages 695-701 Classification of Criminal News Over Time Using Bidirectional LSTM (Mireya Tovar Vidal, Emmanuel Santos Rodríguez, José A. Reyes-Ortiz)....Pages 702-713 End-to-End Generative Adversarial Network for Palm-Vein Recognition (Huafeng Qin, Mounîm A. El Yacoubi)....Pages 714-724 A Survey on Peripheral Blood Smear Analysis Using Deep Learning (Rabiah Al-qudah, Ching Y. Suen)....Pages 725-738 Back Matter ....Pages 739-741