Cheng-Kai Lu - RankMe

48 papers C 10Journal 26Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A low-latency deep learning approach for human action recognition in medical internet of things applications. Comput. Electr. Eng. Hoangcong Le, Cheng-Kai Lu
2026	C	`conf`	Improving Multi-Class OCT Classification under Class Imbalance via Class-Weight Balancing. ICCE Chih-Ling Tseng, Pin-Han Wen, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang, Cheng-Hung Dixson Lin
2026	J	`jnl`	Lightweight Multimodal Emotion Recognition for Companion Robots: A Deep Learning Framework Integrating Facial and Speech Features. IEEE Trans. Affect. Comput. Cheng-Kai Lu, Chien-Wei Lu, Guan Bo Lin
2026	J	`jnl`	Skeleton-Based Human Action Recognition Using Multitype Input Data on Edge Devices in Internet of Things Systems. IEEE Internet Things J. Hoangcong Le, Cheng-Kai Lu, Wei-Yen Wang, Chen-Chien James Hsu
2026	J	`jnl`	Video anomaly detection for edge-based IoT systems: A survey of input modalities and real-time applications. Intell. Syst. Appl. Hoangcong Le, Cheng-Kai Lu, Chen-Chien J. Hsu
2025	C	`conf`	Adaptive Locality Guidance: Enhancing Vision Transformers on Tiny Datasets. ICCE Jules Rostand, Chen-Chien Hsu, Cheng-Kai Lu
2025	J	`jnl`	Adaptive Locality Guidance: Using Locality Guidance to Initialize the Learning of Vision Transformers on Tiny Datasets. IEEE Trans. Neural Networks Learn. Syst. Jules Rostand, Chen-Chien James Hsu, Cheng-Kai Lu
2025	C	`conf`	Automated Classification of Multi-Class Brain Tumor with Lightweight CNN Model. ICCE Yan-Wen Chou, Cheng-Hung Dixson Lin, Min-Chun Hou, Wei-Chen Kuo, Cheng-Kai Lu
2025	J	`jnl`	Efficient Embedded System for Small Object Detection: A Case Study on Floating Debris in Environmental Monitoring. IEEE Embed. Syst. Lett. Cheng-Kai Lu, Jun-Yu Shen, Cheng-Hung Lin, Chung-Yueh Lien, Su Yen Ding
2025	C	`conf`	Enhancing E-Paper Color Fidelity: A Deep Learning Approach to Color Correction. ICCE Pei-Hsuan Tung, Cheng-Kai Lu, Yi-Hsing Chien, Wei-Yen Wang
2025	J	`jnl`	Hybrid BP/Fast-SSCF Polar Decoder for 5G Beyond Consumer Communications. IEEE Trans. Consumer Electron. Cheng-Hung Dixson Lin, Chih-Heng Cheng, Yue-Fang Kuo, Cheng-Kai Lu
2025	J	`jnl`	Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases. CoRR Cheng-Yu Tai, Ching-Wen Chen, Chi-Chin Wu, Bo-Chen Chiu, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang
2025	J	`jnl`	Lightweight Spatio-Temporal Convolutional Neural Network for Audio-Visual Emotion Recognition. IEEE Trans. Affect. Comput. Su Yen Ding, Tong Boon Tang, Cheng-Kai Lu
2025	—	`conf`	Mini-HAHA: A Knowledge-Distilled Lightweight Architecture with SE Attention for Efficient OCT Retinal Image Classifications. ICCE-Berlin Chi-Chin Wu, Bo-Chen Chiu, Ching-Wen Chen, Cheng-Yu Tai, Cheng-Hung Dixson Lin, Pin-Han Wen, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang
2025	J	`jnl`	Skeleton-based human action recognition using LSTM and depthwise separable convolutional neural network. Appl. Intell. Hoangcong Le, Cheng-Kai Lu, Chen-Chien Hsu, Shao-Kang Huang
2024	C	`conf`	Enhanced Speed Estimation Based on 2D Object Detection and Monocular Vehicle Pose Estimation. ICCE Shao-Ru Wang, Chen-Chien Hsu, Cheng-Wei Peng, Cheng-Kai Lu
2024	C	`conf`	Enhancing Online Action Detection: Addressing Common Challenges via LSTR with Improved Modeling. ICCE Min-Hang Hsu, Chen-Chien Hsu, Cheng-Kai Lu, Shao-Kang Huang
2024	—	`conf`	Evaluation of Image Interpolations for AMD Detection on OCT Images Using Mobile-OCT CNN Model. ICCE-Taiwan Chun-Han Chen, Zi-Heng Lin, Cheng-Hung Dixson Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang
2024	—	`conf`	Human Action Recognition On Edge Devices: A Novel Light-Weight Model. GCCE Hoangcong Le, Chen-Chien Hsu, Cheng-Kai Lu, Wei-Yen Wang, Pin-Yen Monica Kuo
2024	J	`jnl`	Implementation of a Convolutional Neural Network Into an Embedded Device for Polyps Detection. IEEE Embed. Syst. Lett. Cheng-Kai Lu, Win Sheng Liew, Tong Boon Tang, Cheng-Hung Lin
2024	J	`jnl`	Structural Optimization for Asymmetrical Inline Topology Filter With Transmission Zeros Using Goal-Oriented Reinforcement Learning. IEEE Access Kiet Yew Leong, Socheatra Soeung, Sovuthy Cheab, Cheng-Kai Lu
2023	J	`jnl`	A Chinese Calligraphy-Writing Robotic System Based on Image-to-Action Translations and a Hypothesis Generation Net. IEEE Access Min-Jie Hsu, Po-Chao Yeh, Yi-Hsing Chien, Cheng-Kai Lu, Wei-Yen Wang, Chen-Chien James Hsu
2023	—	`conf`	A Data Monitoring System with Human Action Recognition for Long-Term Care Institutions. ICCE-Taiwan Yuan-Heng Lin, Yi-Hsing Chien, Min-Jie Hsu, Wei-Yen Wang, Cheng-Kai Lu, Chen-Chien Hsu
2023	—	`conf`	A Novel Deep Convolutional Neural Network Pooling Algorithm for Small floating objects detection. ICCE-Taiwan Jun-Yu Shen, Cheng-Kai Lu, Lim Lam Ghai
2023	J	`jnl`	A review on monocular tracking and mapping: from model-based to data-driven methods. Vis. Comput. Nivesh Gadipudi, Irraivan Elamvazuthi, Lila Iznita Izhar, Lokender Tiwari, Ramya Hebbalaguppe, Cheng-Kai Lu, Arockia Selvakumar Arockia Doss
2023	J	`jnl`	Automated Age-Related Macular Degeneration Detector on Optical Coherence Tomography Images Using Slice-Sum Local Binary Patterns and Support Vector Machine. Sensors Yao-Wen Yu, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang
2023	—	`conf`	Emotion Prediction in Music Based on Artificial Intelligence Techniques. ICCE-Taiwan Yen-Jung Lin, Su Yen Ding, Cheng-Kai Lu, Tong Boon Tang, Jun-Yu Shen
2023	—	`conf`	Image-to-Action Translations Based Object Grasping Strategy without Depth Information and Robot Kinematics Analysis. ICCE-Taiwan Yu-Wei Lin, Yi-Hsing Chien, Min-Jie Hsu, Wei-Yen Wang, Cheng-Kai Lu, Chen-Chien James Hsu
2023	—	`conf`	Implementation of Extreme Learning Machine Algorithm for Age-related Macular Degeneration Detection on OCT volumes. ICCE-Taiwan Himajah Natarajan, Jie-Yi Ji, Aadhitiyan Sridharan, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang
2023	C	`conf`	Investigation on Light-Weight Deep Learning Model for Emotion Recognition Using Facial Expressions. TENCON Su Yen Ding, Tong Boon Tang, Cheng-Kai Lu
2023	C	`conf`	Modelling Major Depressive Disorder Antidepressant Treatment Response: A miRNA-based Machine Learning Study. TENCON Lok Hua Lee, Cyrus S. H. Ho, Gabrielle W. N. Tay, Cheng-Kai Lu, Tong Boon Tang
2023	—	`conf`	Retinal Layer and Fluid Segmentation with Transformer Based Architecture. ICCE-Taiwan Yi Kang Wang, Koh Kai Wen, Cheng-Kai Lu, Cheng-Hung Lin
2022	C	`conf`	A Lightweight CNN Net for AMD Detection Using OCT Volumes. ICCE Heng-Chi Hsu, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang
2022	C	`conf`	Distinct Feature Labeling Methods for SVM-Based AMD Automated Detector on 3D OCT Volumes. ICCE Yao-Wen Yu, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang
2022	J	`jnl`	Emotion Self-Regulation in Neurotic Students: A Pilot Mindfulness-Based Intervention to Assess Its Effectiveness through Brain Signals and Behavioral Data. Sensors Lila Iznita Izhar, Areej Babiker, Edmi Edison Rizki, Cheng-Kai Lu, Mohammad Abdul Rahman
2022	J	`jnl`	Lightweight spatial attentive network for vehicular visual odometry estimation in urban environments. Neural Comput. Appl. Nivesh Gadipudi, Irraivan Elamvazuthi, Cheng-Kai Lu, Sivajothi Paramasivam, Steven W. Su
2022	J	`jnl`	Reconfigurable Turbo and Low-Density Parity-Check (LDPC) Decoding Accelerators for Powerline Communications. J. Circuits Syst. Comput. Cheng-Hung Lin, Jin-Kun Shen, Cheng-Kai Lu
2022	—	`conf`	Using Combinational System of Machine Learning and Deep Learning to Detect Age-related Macular Degeneration. ICCE-TW Jie-Yi Ji, Hong-Yu You, Hsu-Ting Wei, Yu-Heng Liu, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang
2021	J	`jnl`	Automatic Polyp Segmentation in Colonoscopy Images Using a Modified Deep Convolutional Encoder-Decoder Architecture. Sensors Chin Yii Eu, Tong Boon Tang, Cheng-Hung Lin, Lok Hua Lee, Cheng-Kai Lu
2021	J	`jnl`	Automatic colonic polyp detection using integration of modified deep residual convolutional neural network and ensemble learning approaches. Comput. Methods Programs Biomed. Win Sheng Liew, Tong Boon Tang, Cheng-Hung Lin, Cheng-Kai Lu
2021	J	`jnl`	WPO-Net: Windowed Pose Optimization Network for Monocular Visual Odometry Estimation. Sensors Nivesh Gadipudi, Irraivan Elamvazuthi, Cheng-Kai Lu, Sivajothi Paramasivam, Steven W. Su
2020	J	`jnl`	Development of Rheumatoid Arthritis Classification from Electronic Image Sensor Using Ensemble Method. Sensors Ho Sharon, Irraivan Elamvazuthi, Cheng-Kai Lu, S. Parasuraman, Elango Natarajan
2019	J	`jnl`	An Improved Calibration Technique for Polarization Images. IEEE Access Eri Prasetyo Wibowo, Aini Suri Talita, Mohammad Iqbal, Achmad Benny Mutiara, Cheng-Kai Lu, Fabrice Mériaudeau
2019	J	`jnl`	Unsupervised Method for Retinal Vessel Segmentation Based on Gabor Wavelet and Multiscale Line Detector. IEEE Access Syed Ayaz Ali Shah, Aamir Shahzad, Muhammad Amir Khan, Cheng-Kai Lu, Tong Boon Tang
2019	—	`conf`	Using A Cropping Technique or Not: Impacts on SVM-based AMD Detection on OCT Images. AICAS Cheng-En Ko, Po-Han Chen, Wei-Ming Liao, Cheng-Kai Lu, Cheng-Hung Lin, Jing-Wen Liang
2018	J	`jnl`	FPGA-Based Hardware Design for Scale-Invariant Feature Transform. IEEE Access Shih-An Li, Wei-Yen Wang, Wei-Zheng Pan, Chen-Chien James Hsu, Cheng-Kai Lu
2017	—	`conf`	Transfer learning for Diabetic Macular Edema (DME) detection on Optical Coherence Tomography (OCT) images. ICSIPA Genevieve C. Y. Chan, Muhammad Awais, Syed A. A. Shah, Tong Boon Tang, Cheng-Kai Lu, Fabrice Mériaudeau
2015	J	`jnl`	Adaptive guidance system design for the assistive robotic walker. Neurocomputing Cheng-Kai Lu, Yi-Che Huang, Cheng-Jung Lee