Search Results for author: Jae-Eun Park

Found 3 papers, 0 papers with code

Practical application improvement to Quantum SVM: theory to practice

no code implementations14 Dec 2020 Jae-Eun Park, Brian Quanz, Steve Wood, Heather Higgins, Ray Harishankar

For the quantum SVM under NISQ, we use quantum feature maps to translate data into quantum states and build the SVM kernel out of these quantum states, and further compare with classical SVM with radial basis function (RBF) kernels.

Automatic LiDAR Extrinsic Calibration System using Photodetector and Planar Board for Large-scale Applications

no code implementations24 Aug 2020 Ji-Hwan You, Seon Taek Oh, Jae-Eun Park, Azim Eskandarian, Young-Keun Kim

This paper presents a novel automatic calibration system to estimate the extrinsic parameters of LiDAR mounted on a mobile platform for sensor misalignment inspection in the large-scale production of highly automated vehicles.

Machine learning based co-creative design framework

no code implementations23 Jan 2020 Brian Quanz, Wei Sun, Ajay Deshpande, Dhruv Shah, Jae-Eun Park

We propose a flexible, co-creative framework bringing together multiple machine learning techniques to assist human users to efficiently produce effective creative designs.

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