2021 Publication

Books
2021
[2] Computational methods for deep learning (), Springer, . [bibtex] [url]
[1] Computational methods for deep learning: Theory, practice and applications (), Publishing House of Electronics Industry China, . [bibtex] [url]
Refereed Articles
2021
[10]ROP defense using Trie graph for system security (, and ), In International Journal of Digital Crime and Forensics, IGI Global, volume 13, . [bibtex] [doi]
[9]Fast-moving coin recognition using deep learning ( and ), In Multimedia Tools and Applications, Springer Science and Business Media LLC, . [bibtex] [doi]
[8]Heritable variation in tree growth and needle vegetation indices of slash pine (Pinus elliottii) using unmanned aerial vehicles (UAVs) (, , , , , and ), In Industrial Crops and Products, Elsevier BV, volume 173, . [bibtex] [doi]
[7] Salient object detection based on visual perceptual saturation and two-stream hybrid networks (, , and ), In IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, volume 30, . [bibtex] [url] [doi]
[6]A survey of path planning algorithms for autonomous vehicles (, , and ), In SAE International Journal of Commercial Vehicles, SAE International, volume 14, . [bibtex] [doi]
[5]Banknote serial number recognition using deep learning ( and ), In Multimedia Tools and Applications, Springer Science and Business Media LLC, volume 80, . [bibtex] [doi]
[4]Traffic-light sign recognition using capsule network ( and ), In Multimedia Tools and Applications, Springer Science and Business Media LLC, . [bibtex] [doi]
[3]Augmented reality and machine learning incorporation using YOLOv3 and ARKit (, , and ), In Applied Sciences, MDPI AG, volume 11, . [bibtex] [doi]
[2]Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic (, , and ), In Pattern Recognition, Elsevier BV, . [bibtex] [doi]
[1]Multitarget tracking using Siamese neural networks ( and ), In ACM Transactions on Multimedia Computing, Communications, and Applications, Association for Computing Machinery (ACM), volume 17, . [bibtex] [doi]
Refereed Conference Papers
2021
[12] Fruit detection from digital images using CenterNet ( and ), In Geometry and Vision: First International Symposium, ISGV 2021 (Nguyen, M, Yan, WQ, Ho, H, eds.), . [bibtex] [url] [doi]
[11] Traffic sign recognition using guided image filtering ( and ), In Geometry and Vision: First International Symposium, ISGV 2021 (Nguyen, M, Yan, WQ, Ho, H, eds.), . [bibtex] [url] [doi]
[10] Apple ripeness identification using deep learning (, and ), In Geometry and Vision: First International Symposium, ISGV 2021 (Nguyen, M, Yan, WQ, Ho, H, eds.), . [bibtex] [url] [doi]
[9] Tree leaves detection based on deep learning ( and ), In Geometry and Vision: First International Symposium, ISGV 2021 (Nguyen, M, Yan, W-Q, Ho, H, eds.), . [bibtex] [url] [doi]
[8] Traffic-sign recognition using deep learning ( and ), In Geometry and Vision: First International Symposium, ISGV 2021 (Nguyen, M, Yan, WQ, Ho, H, eds.), . [bibtex] [url] [doi]
[7]3D vehicle detection using cheap LiDAR and camera sensors (, and ), In [Proceedings of] the 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ), IEEE, . [bibtex] [doi]
[6] A new noise generating method based on Gaussian sampling for privacy preservation (, , and ), In Geometry and Vision: First International Symposium, ISGV 2021 (Nguyen, M, Yan, WQ, Ho, H, eds.), . [bibtex] [url] [doi]
[5]Sailboat detection based on automated search attention mechanism and deep learning models (, and ), In [Proceedings of] the 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ), IEEE, . [bibtex] [doi]
[4]Sign language recognition from digital videos using deep learning methods (, and ), In Geometry and Vision: First International Symposium, ISGV 2021, . [bibtex]
[3] An adaptive ant colony algorithm for autonomous vehicles global path planning (, , , and ), In Proceedings of the 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (Shen, W, Barthes, J-P, Luo, J, Shi, Y, Zhang, J, eds.), . [bibtex] [url] [doi]
[2]Training a convolutional neural network for transportation sign detection using synthetic dataset (, , and ), In [Proceedings of] the 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ), IEEE, . [bibtex] [doi]
[1]Face image inpainting based on generative adversarial network (, and ), In [Proceedings of] the 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ), IEEE, . [bibtex] [doi]
Other Publications
2021
[3]Deep learning in AI (), . [bibtex]
[2] First International Symposium on Geometry and Vision (, and ), Springer International Publishing, volume 1386, . [bibtex] [url] [doi]
[1] Geometry and Vision: First International Symposium, ISGV 2021 (, and ), Springer International Publishing, volume 1386, . [bibtex] [url] [doi]