no code implementations • 28 Dec 2022 • Lukman Hakim, Takio Kurita
Using pixel-wise loss neglected the pixel neighbor relationships in the network learning process.
no code implementations • 28 Dec 2022 • Huipeng Zheng, Lukman Hakim, Takio Kurita, Junichi Miyao
The deep learning technique was used to increase the performance of single image super-resolution (SISR).
no code implementations • 24 Sep 2020 • Shah B. Shrey, Lukman Hakim, Muthusubash Kavitha, Hae Won Kim, Takio Kurita
The experimental results showed that the classification accuracy of 97. 96\% of our proposed architecture outperformed other simple and complex architectures in classifying lung nodules for lung cancer detection.
no code implementations • 16 Sep 2020 • Lukman Hakim, Novanto Yudistira, Muthusubash Kavitha, Takio Kurita
The detection of retinal blood vessels, especially the changes of small vessel condition is the most important indicator to identify the vascular network of the human body.