Faculty

spl@UNIST studies nonstationary signal processing / machine learning in the applica- tion domains of image acquisition systems / image display systems / product quality inspection / plant & process automation.

[Curriculum Vitae]

● Samsung Electronics Co. Ltd

[Education]

● University of Wisconsin-Madison
● Seoul National University

[Research  Keywords and Topics]

● Nonstationary Degradation Identification & Restoration
● Design of Efficient Deep Neural Networks & Applications
● Product Quality Inspection & Process Automation

[Publications (selected)]

● Gwak, Moonsung and Seungjoon Yang, “Modeling Nonstationary Lens Blur Using Eigen Blur Kernels for Restoration.” Optics Express, 2020
● Cho, Hyunjoong, Jinhyeok Jang, Chanhyuk Lee, and Seungjoon Yang, “Efficient Architecture for Deep Neural Networks with Heterogeneous Sensitivity.” Neural Networks , 2020.
● Jang, Jinhyeok, Hyunjoong Cho, Jaehong Kim, Jaeyeon Lee, and Seungjoon Yang.  “Facial attribute recognition by recurrent learning with visual fixation.” IEEE transac-   tions on cybernetics, 2018.