Search Results - "Yoon, Hyo Sik"

Deep Learning-Based Gaze Detection System for Automobile Drivers Using a NIR Camera Sensor by Naqvi, Rizwan Ali, Arsalan, Muhammad, Batchuluun, Ganbayar, Yoon, Hyo Sik, Park, Kang Ryoung

“…A paradigm shift is required to prevent the increasing automobile accident deaths that are mostly due to the inattentive behavior of drivers. Knowledge of gaze…”
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Convolutional Neural Network-Based Classification of Driver's Emotion during Aggressive and Smooth Driving Using Multi-Modal Camera Sensors by Lee, Kwan Woo, Yoon, Hyo Sik, Song, Jong Min, Park, Kang Ryoung

“…Because aggressive driving often causes large-scale loss of life and property, techniques for advance detection of adverse driver emotional states have become…”
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Spoof Detection for Finger-Vein Recognition System Using NIR Camera by Nguyen, Dat Tien, Yoon, Hyo Sik, Pham, Tuyen Danh, Park, Kang Ryoung

“…Finger-vein recognition, a new and advanced biometrics recognition method, is attracting the attention of researchers because of its advantages such as high…”
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Faster R-CNN and Geometric Transformation-Based Detection of Driver's Eyes Using Multiple Near-Infrared Camera Sensors by Park, Sung Ho, Yoon, Hyo Sik, Park, Kang Ryoung

“…Studies are being actively conducted on camera-based driver gaze tracking in a vehicle environment for vehicle interfaces and analyzing forward attention for…”
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Driver Gaze Detection Based on Deep Residual Networks Using the Combined Single Image of Dual Near-Infrared Cameras by Yoon, Hyo Sik, Baek, Na Rae, Truong, Noi Quang, Park, Kang Ryoung

“…Research into the prevention of driver inattention by detecting the driver gaze has become more vital, as traffic accidents due to driver inattention have…”
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Enhanced Iris Recognition Method by Generative Adversarial Network-Based Image Reconstruction by Lee, Min Beom, Kang, Jin Kyu, Yoon, Hyo Sik, Park, Kang Ryoung

“…Iris recognition is one of the non-contact biometric identification methods that are hygienic and highly accurate. Iris recognition involves using iris images…”
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CycleGAN-based Deblurring for Gaze Tracking in Vehicle Environments by Yoon, Hyo Sik, Park, Kang Ryoung

“…Recently, the need for research on tracking driver gazes is increasing owing to the development of driver convenience systems, such as autonomous driving or…”
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Gait-Based Human Identification by Combining Shallow Convolutional Neural Network-Stacked Long Short-Term Memory and Deep Convolutional Neural Network by Batchuluun, Ganbayar, Yoon, Hyo Sik, Kang, Jin Kyu, Park, Kang Ryoung

“…Human identification using camera-based surveillance systems is a challenging research topic, especially in cases where the human face is not visible to…”
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AS-RIG: Adaptive Selection of Reconstructed Input by Generator or Interpolation for Person Re-Identification in Cross-Modality Visible and Thermal Images by Kang, Jin Kyu, Lee, Min Beom, Yoon, Hyo Sik, Park, Kang Ryoung

“…Multimodal camera-based person re-identification (ReID) is important in the field of intelligent surveillance. Thermal cameras can solve the problem in that…”
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A Study on the Elimination of Thermal Reflections by Batchuluun, Ganbayar, Yoon, Hyo Sik, Nguyen, Dat Tien, Pham, Tuyen Danh, Park, Kang Ryoung

“…Recently, thermal cameras have been used in various surveillance and monitoring systems. In particular, in camera-based surveillance systems, algorithms are…”
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Empirical Study on Designing of Gaze Tracking Camera Based on the Information of User's Head Movement by Pan, Weiyuan, Jung, Dongwook, Yoon, Hyo Sik, Lee, Dong Eun, Naqvi, Rizwan Ali, Lee, Kwan Woo, Park, Kang Ryoung

“…Gaze tracking is the technology that identifies a region in space that a user is looking at. Most previous non-wearable gaze tracking systems use a…”
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Fuzzy-System-Based Detection of Pupil Center and Corneal Specular Reflection for a Driver-Gaze Tracking System Based on the Symmetrical Characteristics of Face and Facial Feature Points by Lee, Dong, Yoon, Hyo, Hong, Hyung, Park, Kang

“…Recently, many studies have actively dealt with the issue of driver-gaze tracking for monitoring the forward gaze and physical condition. Driver-gaze tracking…”
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Light-weighted ensemble network with multilevel activation visualization for robust diagnosis of COVID19 pneumonia from large-scale chest radiographic database by Owais, Muhammad, Yoon, Hyo Sik, Mahmood, Tahir, Haider, Adnan, Sultan, Haseeb, Park, Kang Ryoung

“…Currently, the coronavirus disease 2019 (COVID19) pandemic has killed more than one million people worldwide. In the present outbreak, radiological imaging…”
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Artificial Intelligence-Based Thyroid Nodule Classification Using Information from Spatial and Frequency Domains by Nguyen, Dat Tien, Pham, Tuyen Danh, Batchuluun, Ganbayar, Yoon, Hyo Sik, Park, Kang Ryoung

“…Image-based computer-aided diagnosis (CAD) systems have been developed to assist doctors in the diagnosis of thyroid cancer using ultrasound thyroid images…”
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Accurate Segmentation of Nuclear Regions with Multi-Organ Histopathology Images Using Artificial Intelligence for Cancer Diagnosis in Personalized Medicine by Mahmood, Tahir, Owais, Muhammad, Noh, Kyoung Jun, Yoon, Hyo Sik, Koo, Ja Hyung, Haider, Adnan, Sultan, Haseeb, Park, Kang Ryoung

“…Accurate nuclear segmentation in histopathology images plays a key role in digital pathology. It is considered a prerequisite for the determination of cell…”
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Driver’s eye-based gaze tracking system by one-point calibration by Yoon, Hyo Sik, Hong, Hyung Gil, Lee, Dong Eun, Park, Kang Ryoung

“…The accuracies of driver’s gaze detection by previous researches are affected by the various sitting positions and heights of drivers in case that initial…”
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Artificial Intelligence-based Segmentation of Nuclei in Multi-organ Histopathology Images: Model Development and Validation (Preprint) by Mahmood, Tahir, Owais, Muhammad, Noh, Kyoung Jun, Yoon, Hyo Sik, Haider, Adnan, Sultan, Haseeb, Park, Kang Ryoung

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