연구

연구 논문

엣지–클라우드 추론, 열화상, 감정 인식, 연결 시스템에 관한 연구입니다.

학술지 논문

  1. Ej Miguel Francisco Caliwag, Angela Caliwag, Hae Chung and Wansu Lim, "Distance Estimation in Thermal Cameras Using Multi-task Cascaded Convolutional Neural Network," IEEE Sensors Journal, June 2021 (10.1109/JSEN.2021.3092382).

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  2. P. P. Oroceo, J.-I. Kim, E. M. Caliwag, S.-H. Kim, and W. Lim, "Optimizing face recognition inference with a collaborative edge–cloud network," Sensors, vol. 22, no. 21, p. 8371, Nov. 2022.

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  3. Ej Miguel Francisco Caliwag, Henar Mike O. Canilang, Angela C. Caliwag, Wansu Lim, "Implementation of Emotion Recognition Using Edge-Cloud Computing," The Journal of Korean Institute of Communications and Information Sciences (Accepted December 2021).

  4. Angela Caliwag, Henar M. O. Canilang, M. Adib Kamali, Ej M. F. C. Caliwag, Wansu Lim, "Design and Implementation of an IoT-Based Door Signage Control System," The Journal of Korean Institute of Communications and Information Sciences, 46(4), 696-705, Apr. 2021, (10.7840/kics.2021.46.4.696).

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학회 발표

  1. James Rigor C. Camacho, Henar Mike O. Canilang, Ej Miguel Francisco Caliwag, Paul Angelo P. Oroceo, Angela C. Caliwag, Wansu Lim, "Power Consumption Optimization of Edge AI Devices for Deep Learning-Based Real-Time Applications," in ICC 2022: International Conference on Communications, 2022.

  2. Cheska Abarro, Paul Angelo Oroceo, Alexander Pascual, Ej Miguel Francisco Caliwag, Angela Caliwag, Wansu Lim, "Deep Learning-based image processing for thermal frames embedded on C++," in PRESM2021: International Symposium on Precision Engineering and Sustainable Manufacturing, July 2021.

  3. Ej Miguel Francisco Caliwag, Angela Caliwag, and Wansu Lim, "Real-time Temperature Data Storing and Visualizing Using AWS," in ICOIN 2021: International Conference on Information Networking, Jan. 2021.

  4. Cheska Abarro, Ej Miguel Fransico Caliwag, Angela Caliwag and Wansu Lim, "Super Resolution of Thermal Camera Images Using Autoencoder and CNN," in ICOIN 2021: International Conference on Information Networking, Jan. 2021.

  5. Ej Miguel Francisco C. Caliwag, Judith Nkechinyere Njoku, Miracle Udurume, Cheska Abarro, Angela Caliwag, Wansu Lim "Edge-Cloud Based Emotion Recognition Based on Facial Expression and Voice Modulation," in The Ergonomics Society of Korea Conference 2021 (ESK Fall 2021), November 2021.

  6. Henar Mike O. Canilang, Ej Miguel Francisco C. Caliwag, Judith Njoku Nyechinyere, Angela Caliwag, Wansu Lim "Edge EEG: Edge AI Device-based EEG Signal Processing for Emotion Recognition," in The Korean Institute of Communications and Information Sciences Conference 2021 (KICS fall 2021), November 2021.

  7. Ej Miguel Francisco C. Caliwag, Henar Mike O. Canilang, Angela Caliwag, Wansu Lim "Continuous Emotion Recognition on the Edge," in The Korean Institute of Communications and Information Sciences Conference 2021 (KICS summer 2021), June 2021.

  8. Ej Miguel Francisco C. Caliwag, Angela Caliwag, Wansu Lim "AWS Data Visualization using DynamoDB and Lambda," in The Korean Institute of Communications and Information Sciences Conference 2021 (KICS winter 2021), January 2021.

  9. Ej Miguel Francisco C. Caliwag, Angela Caliwag, Wansu Lim, "Thermal Camera Face Detection and Alignment using MTCNN," in The Korean Institute of Communications and Information Sciences Conference 2020 (KICS summer 2020), Aug. 2020.

EJ Caliwag | AI Engineer — Applied AI & Backend Systems