| Deep CNN and data augmentation for skin lesion classification TC Pham, CM Luong, M Visani, VD Hoang Intelligent Information and Database Systems: 10th Asian Conference, ACIIDS …, 2018 | 175 | 2018 |
| Improving skin-disease classification based on customized loss function combined with balanced mini-batch logic and real-time image augmentation TC Pham, A Doucet, CM Luong, CT Tran, VD Hoang IEEE Access 8, 150725-150737, 2020 | 83 | 2020 |
| Hybrid cascade boosting machine using variant scale blocks based HOG features for pedestrian detection VD Hoang, MH Le, KH Jo Neurocomputing 135, 357-366, 2014 | 82 | 2014 |
| AI outperformed every dermatologist in dermoscopic melanoma diagnosis, using an optimized deep-CNN architecture with custom mini-batch logic and loss function TC Pham, CM Luong, VD Hoang, A Doucet Scientific Reports 11 (1), 17485, 2021 | 80 | 2021 |
| Moving object localization using optical flow for pedestrian detection from a moving vehicle J Hariyono, VD Hoang, KH Jo The Scientific World Journal 2014 (1), 196415, 2014 | 68 | 2014 |
| A comparative study for classification of skin cancer TC Pham, GS Tran, TP Nghiem, A Doucet, CM Luong, VD Hoang 2019 International Conference on System Science and Engineering (ICSSE), 267-272, 2019 | 48 | 2019 |
| Deep feature extraction for panoramic image stitching VD Hoang, DP Tran, NG Nhu, TA Pham, VH Pham Intelligent Information and Database Systems: 12th Asian Conference, ACIIDS …, 2020 | 45 | 2020 |
| Calibration of a 2D laser scanner system and rotating platform using a point-plane constraint L Kurnianggoro, VD Hoang, KH Jo Computer Science and Information Systems 12 (1), 307-322, 2015 | 35 | 2015 |
| Simple and efficient method for calibration of a camera and 2D laser rangefinder VD Hoang, D Cáceres Hernández, KH Jo Intelligent Information and Database Systems: 6th Asian Conference, ACIIDS …, 2014 | 34 | 2014 |
| Fast human detection based on parallelogram haar-like features VD Hoang, A Vavilin, KH Jo IECON 2012-38th Annual Conference on IEEE Industrial Electronics Society …, 2012 | 30 | 2012 |
| Global path planning for unmanned ground vehicle based on road map images VD Hoang, DC Hernández, J Hariyono, KH Jo 2014 7th International Conference on Human System Interactions (HSI), 82-87, 2014 | 29 | 2014 |
| Adaptive learning based on tracking and ReIdentifying objects using convolutional neural network DP Tran, VD Hoang Neural Processing Letters 50 (1), 263-282, 2019 | 28 | 2019 |
| Path planning for autonomous vehicle based on heuristic searching using online images VD Hoang, KH Jo Vietnam Journal of Computer Science 2, 109-120, 2015 | 25 | 2015 |
| Lane surface identification based on reflectance using laser range finder DC Hernandez, VD Hoang, KH Jo 2014 IEEE/SICE International Symposium on System Integration, 621-625, 2014 | 24 | 2014 |
| 3D motion estimation based on pitch and azimuth from respective camera and laser rangefinder sensing VD Hoang, DC Hernández, MH Le, KH Jo 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2013 | 24 | 2013 |
| A solution based on combination of RFID tags and facial recognition for monitoring systems VD Hoang, VD Dang, TT Nguyen, DP Tran 2018 5th NAFOSTED Conference on Information and Computer Science (NICS), 384-387, 2018 | 22 | 2018 |
| Improving traffic signs recognition based region proposal and deep neural networks VD Hoang, MH Le, TT Tran, VH Pham Intelligent Information and Database Systems: 10th Asian Conference, ACIIDS …, 2018 | 21 | 2018 |
| Scalable histogram of oriented gradients for multi-size car detection VD Hoang, L Kurnianggoro, KH Jo 2014 10th France-Japan/8th Europe-Asia Congress on Mecatronics …, 2014 | 21 | 2014 |
| Vehicle localization using omnidirectional camera with GPS supporting in wide urban area MH Le, VD Hoang, A Vavilin, KH Jo Computer Vision-ACCV 2012 Workshops: ACCV 2012 International Workshops …, 2013 | 21 | 2013 |
| Vision-based heading angle estimation for an autonomous mobile robots navigation DC Hernández, VD Hoang, A Filonenko, KH Jo 2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE …, 2014 | 19 | 2014 |
Kang-Hyun JoProfessor, University of UlsanEmail verificata su ulsan.ac.kr
