Digital Library

1. 11. A Sketch-based 3D Object Retrieval Approach for Augmented Reality Models Using Deep Learning
   Myunggeun Ji, Junchul Chun, Vol. 21, No. 1, pp. 33-43, Feb. 2020
   10.7472/jksii.2020.21.1.33
   Keywords: Convolutional Neural Network, object retrieval, Deep Learning, Sketch-based 3D object retrieval, Augmented Reality
2. 12. A layered-wise data augmenting algorithm for small sampling data
   Hee-chan Cho, Jong-sub Moon, Vol. 20, No. 6, pp. 65-72, Dec. 2019
   10.7472/jksii.2019.20.6.65
   Keywords: Deep Learning, data augmentation, Eigen decomposition
3. 13. A Study on Model for Drivable Area Segmentation based on Deep Learning
   Hyo-jin Jeon, Soo-sun Cho, Vol. 20, No. 5, pp. 105-111, Oct. 2019
   10.7472/jksii.2019.20.5.105
   Keywords: Drivable area segmentation, segmentation, Deep Learning, DeepLab V3+, Mask R-CNN, BDD Dataset
4. 14. Handwritten One-time Password Authentication SystemBased On Deep Learning
   Zhun Li, HyeYoung Lee, Youngjun Lee, Sooji Yoon, Byeongil Bae, Ho-Jin Choi, Vol. 20, No. 1, pp. 25-37, Feb. 2019
   10.7472/jksii.2019.20.1.25
   Keywords: Deep Learning, Handwriting Recognition, Writer Verification, Authentication System, One-time password, FIDO
5. 15. Sketch-based 3D object retrieval using Wasserstein Center Loss
   Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 6, pp. 91-99, Dec. 2018
   10.7472/jksii.2018.19.6.91
   Keywords: Convolutional Neural Network, Image retrieval, Deep Learning, Sketch-based 3D object retrieval
6. 16. A Method for 3D Human Pose Estimation based on 2D Keypoint Detection using RGB-D information
   Seohee Park, Myunggeun Ji, Junchul Chun, Vol. 19, No. 6, pp. 41-51, Dec. 2018
   10.7472/jksii.2018.19.6.41
   Keywords: video surveillance, Object Detection, Keypoint Detection, Human Pose Estimation, Deep Learning
7. 17. Visualization of Malwares for Classification Through Deep Learning
   Hyeonggyeom Kim, Seokmin Han, Suchul Lee, Jun-Rak Lee, Vol. 19, No. 5, pp. 67-75, Oct. 2018
   10.7472/jksii.2018.19.5.67
   Keywords: Malware visualization, mawlare detection and classification, Deep Learning, CNN
8. 18. Iceberg-Ship Classification in SAR Images Using Convolutional Neural Network with Transfer Learning
   Jeongwhan Choi, Vol. 19, No. 4, pp. 35-44, Aug. 2018
   10.7472/jksii.2018.19.4.35
   Keywords: Convolutional Neural Network, Deep Learning, Transfer Learning, Pooling Layer, Adam Optimizer, data augmentation
9. 19. An Improved Image Classification Using Batch Normalization and CNN
   Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 3, pp. 35-42, Jun. 2018
   10.7472/jksii.2018.19.3.35
   Keywords: Batch Normalization, Convolutional Neural Network, Image Classification, Deep Learning
10. 20. Indoor Space Recognition using Super-pixel and DNN
    Kisang Kim, Hyung-Il Choi, Vol. 19, No. 3, pp. 43-48, Jun. 2018
    10.7472/jksii.2018.19.3.43
    Keywords: Deep Learning, Super-pixel, Indoor-space recognition