Digital Library

1. Low-Quality Banknote Serial Number Recognition Based on Deep Neural Network
   Unsoo Jang, Kun Ha Suh, Eui Chul Lee
   Vol. 16, No. 1, pp. 224-237, Feb. 2020
   10.3745/JIPS.04.0160
   Details Full Text PubReader
   Keywords: Banknote Recognition, Convolutional Neural Network, Machine Learning, optical character recognition, Serial Number Recognition


2. Mean-VaR Portfolio: An Empirical Analysis of Price Forecasting of the Shanghai and Shenzhen Stock Markets
   Ximei Liu, Zahid Latif, Daoqi Xiong, Sehrish Khan Saddozai, Kaif Ul Wara
   Vol. 15, No. 5, pp. 1201-1210, Oct. 2019
   10.3745/JIPS.04.0135
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   Keywords: ARIMA Model, Neural Network, Non-linear Sequence, Stock Price


3. Learning-Based Multiple Pooling Fusion in Multi-View Convolutional Neural Network for 3D Model Classification and Retrieval
   Hui Zeng, Qi Wang, Chen Li, Wei Song
   Vol. 15, No. 5, pp. 1179-1191, Oct. 2019
   10.3745/JIPS.02.0120
   Details Full Text PubReader
   Keywords: Learning-Based Multiple Pooling Fusion, Multi-View Convolutional Neural Network, 3D Model Classification, 3D Model Retrieval


4. A Tracking-by-Detection System for Pedestrian Tracking Using Deep Learning Technique and Color Information
   Mai Thanh Nhat Truong, Sanghoon Kim
   Vol. 15, No. 4, pp. 1017-1028, Aug. 2019
   10.3745/JIPS.04.0132
   Details Full Text PubReader
   Keywords: Color Distribution, Convolutional Neural Network, Pedestrian Tracking, Tracking-by-Detection


5. CCTV-Based Multi-Factor Authentication System
   Byoung-Wook Kwon, Pradip Kumar Sharma, Jong-Hyuk Park
   Vol. 15, No. 4, pp. 904-919, Aug. 2019
   10.3745/JIPS.03.0127
   Details Full Text PubReader
   Keywords: Argon2, Convolutional Neural Network, Deep Reinforcement Learning, Physically Unclonable Functions


6. A System for Improving Data Leakage Detection based on Association Relationship between Data Leakage Patterns
   Min-Ji Seo, Myung-Ho Kim
   Vol. 15, No. 3, pp. 520-537, Jun. 2019
   10.3745/JIPS.03.0116
   Details Full Text PubReader
   Keywords: Apriori Algorithm, Associated Abnormal Behavior List, Comprehensive Leakage Detection Scenario, Convolutional Neural Network, Data Leakage Detection


7. A prediction model of the sum of container based on combined BP neural network and SVM
   Min-jie Ding, Shao-zhong Zhang, Hai-dong Zhong, Yao-hui Wu, Liang-bin Zhang
   Vol. 15, No. 2, pp. 305-319, Apr. 2019
   10.3745/JIPS.04.0107
   Details Full Text PubReader
   Keywords: BP Neural Network, Grey Relational Analysis, Sum of Container Prediction, Support Vector Machine


8. Small Sample Face Recognition Algorithm based on Novel Siamese Network
   Jianming Zhang, Xiaokang Jin, Yukai Liu, Arun Kumar Sangaiah, Jin Wang
   Vol. 14, No. 6, pp. 1464-1479, Dec. 2018
   10.3745/JIPS.02.0101
   Details Full Text PubReader
   Keywords: Convolutional Neural Network, Face recognition, Loss Function, Siamese Network, Small Sample


9. Video Captioning with Visual and Semantic Features
   Sujin Lee, Incheol Kim
   Vol. 14, No. 6, pp. 1318-1330, Dec. 2018
   10.3745/JIPS.02.0098
   Details Full Text PubReader
   Keywords: Attention-Based Caption Generation, Deep Neural Networks, Semantic Feature, Video Captioning


10. Cross-Validation Probabilistic Neural Network Based Face Identification
    Abdelhadi Lotfi, Abdelkader Benyettou
    Vol. 14, No. 5, pp. 1075-1086, Oct. 2018
    10.3745/JIPS.04.0085
    Details Full Text PubReader
    Keywords: biometrics, Classification, Cross-Validation, Face Identification, Optimization, Probabilistic Neural Networks