Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 10, No. 5, May. 2021


Deep Learning Models for Autonomous Crack Detection System
Ji HongGeun, Kim Jina, Hwang Syjung, Kim Dogun, Park Eunil, Kim Young Seok, Ryu Seung Ki
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 5, pp. 161-168, May. 2021
https://doi.org/10.3745/KTSDE.2021.10.5.161
Keywords: Surface Inspection, Crack Detection, computer vision, Deep Learning

A K-Means-Based Clustering Algorithm for Traffic Prediction in a Bike-Sharing System
Kyoungok Kim, Chang Hwan Lee
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 5, pp. 169-178, May. 2021
https://doi.org/10.3745/KTSDE.2021.10.5.169
Keywords: Bike Sharing System, clustering, demand prediction, Random Forest

Evaluation of Human Demonstration Augmented Deep Reinforcement Learning Policies via Object Manipulation with an Anthropomorphic Robot Hand
Na Hyeon Park, Ji Heon Oh, Ga Hyun Ryu, Patricio Rivera Lopez, Edwin Valarezo Añazco, Tae Seong Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 5, pp. 179-186, May. 2021
https://doi.org/10.3745/KTSDE.2021.10.5.179
Keywords: Anthropomorphic Robot Hand, Deep Reinforcement Learning, Human Demonstration, Policy Optimization

LSTM(Long Short-Term Memory)-Based AbnormalBehavior Recognition Using AlphaPose
Hyun-Jae Bae, Gyu-Jin Jang, Young-Hun Kim, Jin-Pyung Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 5, pp. 187-194, May. 2021
https://doi.org/10.3745/KTSDE.2021.10.5.187  
Keywords: Safety management, Action Recognition, Pose Estimation, LSTM, Deep Learning

Algorithm to Search for the Original Song from a Cover Song Using Inflection Points of the Melody Line
Bo Hyun Lee, Myung Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 5, pp. 195-200, May. 2021
https://doi.org/10.3745/KTSDE.2021.10.5.195
Keywords: Music Search Algorithm, Inflection Point of Sequence, Sequence Similarity Calculation, Sequence Comparison