Cheolhong An

Affiliation

Electrical and Computer Engineering Department, UC San Diego, La Jolla, California, USA

Topic

Deep Learning,Age-related Macular Degeneration,Unsupervised Learning,Deep Neural Network,Deformable Registration,Dice Loss,Dice Similarity Coefficient,Image Registration,Layer Segmentation,Outlier Rejection,Registration Accuracy,Retinal Images,Retinal Layer,Segmentation Errors,Training Set,3D Images,3D Information,3D Network,Affinity Matrix,Color Fundus Images,Control Dataset,Convolutional Neural Network,Cross-entropy Loss,Descriptive Characteristics,Diabetic Macular Edema,Diagnosis Of Age-related Macular Degeneration,Dice Score,Image Pairs,Inliers,Keypoint Detection,Motion Correction,Motor Simulation,Multimodal Imaging,Multimodal Retinal Imaging,Neural Network,Optical Coherence Tomography Angiography,Optical Coherence Tomography Volume,Optical Flow,Random Sample Consensus,Retinal Diseases,Retinal Layer Segmentation,Retinal Nerve Fiber Layer,Rigid Registration,Source Images,Stages Of Age-related Macular Degeneration,Target Image,Transformation Matrix,Vessel Segmentation,2D Convolutional Network,2D Images,

Biography

Cheolhong An received the B.S. and M.S. degrees in electrical engineering from Pusan National University, Busan, South Korea, in 1996 and 1998, respectively, and Ph.D. degree in electrical and computer engineering, in 2008. He is currently an Assistant Adjunct Professor of electrical and computer engineering from the University of California at San Diego. Earlier, he worked at Samsung Electronics, South Korea, and Qualcomm, USA. His current research interests include the medical image processing and the real-time bio image processing. His research interests include 2D and 3D image processing with machine learning and sensor technology.