Competition Results

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Competition	Area	Awards	Team	Title
2024 6th International Conference on Computer Communication and the Internet (ICCCI)	International	Best Presentation Award	Chuan-Yu Chang	A Lightweight Multi-Class Anomaly Transformer for Ship Motor Anomaly Detection
2024 6th International Conference on Computer Communication and the Internet (ICCCI)	International	Best Presentation Award	Chang Hsuan-Ting	Deep Learning Based Detection and Semantic Segmentation of Lung Tuberculosis Lesions in Shenzhen CXR Dataset
IEEE PICom 2023	International	Best Paper Award	Chuan-Yu Chang	Infant Vomiting Detection Based on ShuffleNetV2
International exhibition INOVA / BUDI UZOR 2023	International	Gold Award;Special Award	Chung-Wen Hung	Intravenous Injection Labeling System
2023 Seoul International Invention Fair	International	Bronze Prize	Chung-Wen Hung	Programmable Tourniquet
IEEE ICME23	International	Grand Challenge 1st Runner Up	Chao-Yang Lee	2023 Anticipating Vehicle Accidents Challenge
2023 Future Tech	Domestic	Future Technology Breakthrough Award	Chuan-Yu Chang	Advanced Automatic Detection Technology for EL Inspection and IR Thermal Defects in Solar Modules
6th IEEE International Conference on Knowledge Innovation and Invention 2023(IEEE ICKII 2023)	International	Best Paper Award	Chien-Chou Lin	Footwear Pattern Generation System with an Extendable Function
6th IEEE International Conference on Knowledge Innovation and Invention 2023(IEEE ICKII 2023)	International	Best Paper Award	Chuan-Yu Chang	Real-Time Visual-Based Pulse and Respiration Rate Monitoring on Raspberry Pi
6th IEEE International Conference on Knowledge Innovation and Invention 2023(IEEE ICKII 2023)	International	Best Paper Award	Ming-Hwa Sheu Chung-Chian Hsu Szu-Hong Wang	Special Feature Consistency Network for Human Pose Refinement and Improvement Process
The IEEE International Conference on Consumer Electronics–Taiwan(ICCETW 2023)	International	Best Paper Award- Third Place	Chuan-Yu Chang	Using YOLOV5 and ResNeSt model to detect chest situs inversus in X-ray images
2022 Intelligent SoC Innovative Project Contest	Domestic	Gold Award in Smart Health Category	Szu-Hong Wang	Assisting blind people to avoid obstacles based on deep learning combined with binocular vision
2022 Seoul International Invention Fair	International	Silver Medal	Shih-Yu Chen	Hyperspectral Detection of Eggs Taking Defect and Freshness as Examples
Yunchuang Cup Smart Life Competition implements students’ creative practice	Domestic	win first place	Chuan-Yu Chang	Low Resolution Thermal Imager Bio-signals Measuring Technologies
13th International Innovation and Invention Competition	International	Gold Award	Chuan-Yu Chang	Lightweight Heart and Respiration Rate Measurement Technology
13th International Innovation and Invention Competition	International	Gold Award	Szu-Hong Wang	Smart Air Pollution Monitoring System for Dredging Engineering Applications
Taiwan Sustainability Action Awards	Domestic	Ranked No. 2	Chung-Chian Hsu	Electrocardiogram Autoencoder Deep Learning Anomaly Detection
The 14th HIWIN Smart Machine Manipulators Competition	Domestic	The Third Place Winner	Chung-Wen Hung	AI Usage Billiard
Vision Get Wild Award	Domestic	Were Shortlisted	Chang Hsuan-Ting	Deep Learning Based Detection and Classification of Lung Tuberculosis Lesions in Chest X-ray Images
The Digital Signal Processing Creative Design Contest	Domestic	Ranked No. 2	Chung-Wen Hung	Green Energy Monitoring and Control Group
The Digital Signal Processing Creative Design Contest	Domestic	Excellent Work	Chung-Wen Hung	AI Painted Cake SCARA manipulators
2022 Intelligent SoC Innovative Project Contest	Domestic	Gold Award	Shr-Chang Shia Szu-Hong Wang	Deep Learning-based Assistive Obstacle Avoidance for Visually-impaired People
2022 Intelligent SoC Innovative Project Contest	Domestic	Silver Medal	Szu-Hong Wang	Deep Learning-based High Ground Monitoring System for Open-air Combustions
2022 Intelligent SoC Innovative Project Contest	Domestic	Excellent Work	Shr-Chang Shia Szu-Hong Wang	Edge-AI Application with Safety Assistance System Regarding High-Need Cyclists for Care
2022 Intelligent SoC Innovative Project Contest	Domestic	Excellent Work	Shr-Chang Shia Szu-Hong Wang	Edge-AI Application with Safety Assistance System Regarding High-Need Cyclists for Care
2022 AIoT Istumate	Domestic	Enterprise Awards	Chung-Wen Hung	Smart Health Care Group
2022 AIoT Istumate	Domestic	Win First Place	Chung-Wen Hung	Smart Health Care Group
2022 AIoT Istumate	Domestic	Excellent Work	Chung-Wen Hung	Smart Health Care Group
2022 AIoT Istumate	Domestic	Enterprise Awards	Szu-Hong Wang	Smart Health Care-Acute Kidney Injury
2022 AIoT Istumate	Domestic	Ranked No. 2	Szu-Hong Wang	Smart Health Care-Acute Kidney Injury
Asia-Pacific Sustainability Action Awards	Domestic	Bronze	IRIS
The 35th IPPR Conference on Computer Vision, Graphics, and Image Processing	Domestic	Best Paper Award	Chuan-Yu Chang	CAT-UNet: Using CNN Attention Modules and TransUNet for Chest Lung Mass Segmentation from Chest X-ray Image
The 35th IPPR Conference on Computer Vision, Graphics, and Image Processing	Domestic	Excellent Work	Chung-Chian Hsu Arthur Chang	Automated Detection of Carina in Chest X-ray Image
The 35th IPPR Conference on Computer Vision, Graphics, and Image Processing	Domestic	Best Paper Huang Juen-hsiung	Chang Hsuan-Ting	Deep Learning Based Detection and Classification of Lung Tuberculosis Lesions in Chest X-ray Images
The 12nd National Conference on Web Intelligence and Application	Domestic	Best Paper	Chung-Chian Hsu Arthur Chang	Using deep learning to identify the location of the endotracheal tube in medical images
The 12nd National Conference on Web Intelligence and Application	Domestic	Excellent Work	Chung-Chian Hsu Arthur Chang	Electrocardiogram Autoencoder Deep Learning Anomaly Detection
The 12nd National Conference on Web Intelligence and Application	Domestic	Excellent Work	Chuan-Yu Chang	Using ensemble models to identify old and new bone fractures in spine CT scans
The 12nd National Conference on Web Intelligence and Application	Domestic	Excellent Work	Chang Hsuan-Ting	A study of AI-based method for identifying lung lesions in X-ray images
2021 Joint Competition of Cross-Domain and -School Project Research Results by the Information Technology Software Academy, Ministry of Education	Domestic	The Third Place Winner	Chung-Chian Hsu	AI Technology-based Tracheal Intubation Image Recognition System
College Student Research Project and Creativity Award	Domestic	Creativity Award	Chung-Chian Hsu	Deep Learning-based High Ground Monitoring System for Open-air Combustions
2022 Artificial Intelligence Technology and Application	Domestic	Best Paper Award	Ming-Hwa Sheu Szu-Hong Wang	Automatic Detection, Early Warning and Expulsion System for Orchard Intruders
2022 Symposium on Digital Life Technologies	Domestic	Best Paper Award	Shr-Chang Shia Szu-Hong Wang	Deep Learning-based Assistive Obstacle Avoidance for Visually-impaired People
22nd Macronix Golden Silicon Awards	Domestic	Winner Award	Shr-Chang Shia Szu-Hong Wang	Deep Learning Application with Safety Alarm System Regarding High-Need Cyclists for Care
The 36th World Genius Convention and Education Expo	International	Gold Award	Yung-Kuan Tseng Chung-Wen Hung	Remote Maintenance and Smart Detection System for Historic Sites
The 36th World Genius Convention and Education Expo	International	Gold Award	Shr-Chang Shia Szu-Hong Wang	Edge-AI Safety Assistance System for the Bike High-Care Commyuity
The 36th World Genius Convention and Education Expo	International	Gold Award	Shr-Chang Shia Szu-Hong Wang	Deep Learning Based Assistance with Obstacle Avoidance for the Blind
The 36th World Genius Convention and Education Expo	International	Gold Award	Szu-Hong Wang	Deep Learning Based High-Point Outdoor Burning Monitoring System
The 36th World Genius Convention and Education Expo	International	Silver Medal	Ming-Hwa Sheu Szu-Hong Wang	Automatic Detection Early Warning and Expulsion System for Orchard Intruders
The 36th World Genius Convention and Education Expo	International	Silver Medal	Ming-Hwa Sheu Szu-Hong Wang	Smart Fitness Assistance System
20th Conference on Information Technology and Applications in Outlying Islands	Domestic	Best Paper	Chuan-Yu Chang	The Tumor Segmentation Method of Applying TransUnet to Chest X-ray Image
20th Conference on Information Technology and Applications in Outlying Islands	Domestic	Excellent Work	Chien-Chou Lin	Multimodal Faster R-CNN Based Fabric Defect Detection
20th Conference on Information Technology and Applications in Outlying Islands	Domestic	Best Paper	Shih-Yu Chen	Automatic Detection of Egg Defects Using Hyperspectral Imaging
National Vocational and Technological College and University Students’ Practical Project Production Competition and Achievement Exhibition 2022, Ministry of Education	Domestic	3rd place in the Information and Communication Engineering group	Chian-C. Ho	Automated Guided Vehicle Integrated with the Anti-Rollover Technology of Visual- and LiDAR-based, Synchronized Positioning, Mapping and Navigation Servo
2021 th15 IWIS XV International Warsaw Invention Show	International	Gold Award	Chuan-Yu Chang	Zero-touch Detection Of Heart Rate And Breathing Detection Technology
2021 th15 IWIS XV International Warsaw Invention Show	International	Gold Award	Wen-Fong Wang	Special PPG Signal-based Smart DUI Recognition
2021Kaosiung Interational Invention&Design EXPO	International	Gold Award	Shih-Yu Chen	Real-time green coffee bean defect detection machine
12th IIIC International Innovation & Invention Competition	International	Gold Award	Chuan-Yu Chang	Applying Self-Attention UNet in Wrist Joint Synovial Hypertrophy and Effusion Detection in Musculoskeletal Ultrasound Images
12th IIIC International Innovation & Invention Competition	International	Gold Award	Chuan-Yu Chang	Application of SEG-GRAD-CAM for Lung Mass Detection from Chest X-Ray Image
The 2021 Pan Pearl River Delta + University Student IT Project Competition	International	Won First Place Honors	Chien-Chou Lin	Highly Realistic Forklift VR Simulation System
The 2021 Pan Pearl River Delta + University Student IT Project Competition	International	Won Third Place Honors	Shih-Yu Chen	Hyperspectral Real-Time Automated Coffee Bean Defect Detection System
XVII International Salon Of Inventions And New Technologies	International	Gold Award	Chuan-Yu Chang	Zero-touch Detection Of Heart Rate And Breathing Detection Technology
XVII International Salon Of Inventions And New Technologies	International	Gold Award	Hsien-Huang Wu	The Trajectory Generation And Offset Correction Of The Spraying Path Of The Intelligent Racket
XVII International Salon Of Inventions And New Technologies	International	Gold Award	Chung-Wen Hung	Smart Gripper Material Identification System
XVII International Salon Of Inventions And New Technologies	International	Gold Award	Szu-Hong Wang	Agricultural Land Survey AIoT Application And Vehicle Integrated System
The 16th Digital Signal Processing Creative Design Contest(AI Artificial Intelligence Digital Signal Processing Application Group)	Domestic	Ranked No. 1	Ching-Lung Su	Safe Driving Behavior Rectification System
The 16th Digital Signal Processing Creative Design Contest(AI Artificial Intelligence Digital Signal Processing Application Group)	Domestic	Honorable Mention Award	Chung-Wen Hung	Mobile Phone Light Pattern Identification System
The 16th Digital Signal Processing Creative Design Contest(AI Artificial Intelligence Digital Signal Processing Application Group)	Domestic	Honorable Mention Award	Chung-Wen Hung	Controlling parallel manipulators with EtherCAT
2020 International Computer Symposium (ICS2020)	International	Second Best Paper	Chuan-Yu Chang	F-AnoGAN Application on Components Inspection of Memory Modules
The 34th World Genius Convention and Education Expo 2020	International	Gold Award	Ming-Hwa Sheu	System and Method of Deep Learning Auto-proof Traffic Violation Vehicles
The 34th World Genius Convention and Education Expo 2020	International	Gold Award	Chung-Wen Hung	Smooth-tread Recognition System and Method of Light Source
2020 11th International Innovation and Invention Competition	International	Gold Award	Chuan-Yu Chang	Application of Deep Learning in Solder Joint Inspection of DRAM Module
2020 11th International Innovation and Invention Competition	International	Gold Award	Chuan-Yu Chang	Tire Bubble Defects Detection Based On Incremental Yolo
2020泛珠三角+大學生計算機作品賽總決賽	International	First Prize, Best Innovation Award	Chuan-Yu Chang	Application of Deep Learning in Solder Joint Inspection of DRAM Module
2020泛珠三角+大學生計算機作品賽總決賽	International	Third Prize	Chien-Chou Lin	Automated Shoe Upper Fabric Typesetting System
2020 Robot Competition	Domestic	Honorable Mention Award	Hsien-Huang P. Wu	–
2020 Future Tech	Domestic	Future Technology Breakthrough Award	Chuan-Yu Chang	Zero-contact Detection – Facial Stroke, Breathing and Heart Rate Detection Technology
2020 Taiwan Innotech Expo Invention Competition	Domestic	Gold Award	Wen-Fong Wang	Gait Analysis System Based on Three-axis Acceleration Sensing Technology
2020 Taiwan Innotech Expo Invention Competition	Domestic	Gold Award	Shr-Chang Shia	Deep Learning Combined with Structured Light in Free Space Detection Application
2020 Taiwan Innotech Expo Invention Competition	Domestic	Bronze Award	Chuan-Yu Chang Ching-Ju Chen	Buoy Location Monitoring Method and Buoy Location Monitoring System
2019 10th International Innovation and Invention Competition	International	Gold Medal	Chuan-Yu Chang	Facial-Heart Rate and Respiration Detection System
2019 10th International Innovation and Invention Competition	International	Gold Medal	Chuan-Yu Chang	Tire Bubble Defect Detection Based on Faster R-CNN
2019 Ukraine International Invention Exhibition	International	Gold Medal	Ming-Hwa Sheu	IOT Application that Implement Automatic Photography with Sound Recognition
2019 15th Seoul International Invention Fair	International	Silver Medal	Chian-Cheng Ho	Indoor and Outdoor Augmented Reality Path Navigation and Reminder Note for Early Dementia Patients
2019 Pan-Pearl River Delta University Student Projects Final Competition at Macao Polytechnic Institute	International	Silver Medal	Chien-Chou Lin	VR Interactive Device Apply to Fishing Rod
2019 Pan-Pearl River Delta University Student Projects Final Competition at Macao Polytechnic Institute	International	First Prize and Best Practical Prize	Chuan-Yu Chang	Tire Bubble Defect Detection Based on Faster R-CNN
1st Intelligent IOT Project Competition	Domestic	Automotive Electronics or Transportation Application Group – Gold Award	Ching-Lung Su	Video-Type Multi-Lens Fusion Vehicle Electronic Rearview Mirror Integrated with Vehicle Side Blind Zone Detection Warning System
2019 National Technological and Vocational College Student Practice Project Production Competition	Domestic	Electrical Engineering Group 2nd Place	Ching-Lung Su	Fully Automatic Calibration Vehicle Surround View Display System Fusion Moving Object Detection
2019 Industrial Development Bureau – AI New Generation Talent Training Program	Domestic	Shortlisted	Hsien-Huang Wu	Advanced Radiotech Corporation (ARC)/Wireless Receiver AI Automatic Identification Detection System Chiayi City Police Bureau / AI Intelligent Image Recognition Analysis and Smart Retrieval System


Name of Technology	Character Recognition and Defect Detection of Metal
Developer of Technology	Department of Computer Science and Information Engineering Yi-Lung Lin, Associate Professor
Summary of Technology	Casting Since the metal surface is easy to reflect light, it is not easy to identify using traditional optical character detection. This technology is used to identify the characters of several English/number symbols on the control valve. The symbols include numbers 0 to 9 and English letters A to Z. The technology that has been used includes image preprocessing, deep convolution layer, time series layer, and connectionist temporal classification layer. Considering the field application, it is designed as a lightweight model running on the mobile phone, and a set of character optical detection systems that integrate computer vision. This technology reduces the identification time and improves the accuracy of identification, which is convenient for subsequent application in product inventory management and production history filing after production is completed. Technical characteristic: 1. Digital management of products traceability 2. Reducing the working hours for field personnel to input data 3. Increasing the efficiency of the assembly and shipping process 4. Improving the production history system


Name of Technology	Application of Hyperspectral Smart Agriculture in Food Safety Taking Eggs as Examples
Developer of Technology	Department of Computer Science and Information Engineering Shih-Yu Chen, Associate Professor
Summary of Technology	This technology uses Snapshot to take a hyperspectral image of egg defects and uses a line scan camera to take a picture of egg freshness. The obtained hyperspectral image is processed and trained using an AI depth learning algorithm. In terms of prediction speed, this technology can achieve real-time identification (3.23 ms/image), and the overall accuracy of the two classifications can reach more than 95%. Technical characteristic: 1. Non-invasive: Using the non-invasive hyperspectral camera 2. Real-time: Conducting real-time analysis by AI depth learning algorithm. Accuracy can reach more than 95% and the prediction time of one image only takes 3.23ms. 3. Economize manpower: Saving the manpower of traditional manual sections. 4. Increase production: Long-running


Name of Technology	AI-based Textile Defect Inspection
Developer of Technology	Department of Computer Science and Information Engineering Chien-Chou Lin, Professor
Summary of Technology	Generative adversarial network model is first built and defect identification/location network is used to find the location of defects. The degree of automation of textile defect detection technology is significantly upgraded. An algorithm is designed to improve the accuracy of identification. The defects are located in the images and the corresponding locations of the textile and defects are recorded in real time for later examination and review. This technique is also useful in ensuring the areas of textile with defects are avoided during the cutting process. An identification accuracy of higher than 95% is achieved.


Name of Technology	Industry 4.0 Connected Intelligent Ball Screw
Developer of Technology	Department of Computer Science and Information Engineering Ching-Lung Chang, Professor
Summary of Technology	The performance of ball screws can be effectively monitored by integrating the hybrid sensor for vibration and temperature with algorithm. The user is able to monitor the condition of each work station in real time on remote web pages. Based on the results, timely maintenance can be arranged to avoid unexpected shutdown. Other benefits include high equipment availability and energy efficiency. Intelligent ball screw diagnosis: Vibration alert – Warning signals are triggered as abnormal vibration occurs in order to ensure the normal operation of the ball screws. The incident records are logged as well. Lifetime pre-diagnosis – The online pre-diagnosis enables ball screw health monitoring, facilitates maintenance arrangement and avoids emergency shutdown. Intelligent lubrication – The automatic lubrication ensures worker safety and avoids shutdown of ball screws caused by insufficient lubrication. This condition-based lubrication approach is cost effective and environmentally friendly.


Name of Technology	Agricultural Land Survey Aiot Application and Vehicle Integrated System
Developer of Technology	Bachelor Program in Interdisciplinary Studies Wang Szu-Hong, Project-Appointed Assistant Professor


Name of Technology	Indoors Gait Positioning System (Indoors GPS)
Developer of Technology	Department of Computer Science and Information Engineering Wen-Fong Wang, Associate Professor
Summary of Technology	The indoors GPS applies the cell-phone built-in sensors (accelerometer, magnetometer, gyroscope, etc.) with dead reckoning algorithms to locate users, who stay in a complex indoors separated space. This novel idea has been developed in a cell-phone user APP. This app has the functions of service initialization, indoor navigation, check-in, and more.


Name of Technology	Mowing robot
Developer of Technology	Department of Computer Science and Information Engineering Ching-Lung Chang, Professor
Summary of Technology	Embedded platform, combined with RTK-GPS, 9-axis sensor and the Kalman filter, PID control, ultrasonic sensing, image recognition and other technologies. Create a mowing robot with precise autonomous mowing and obstacle avoidance capability. Relevant technologies can be transferred to achieve automatic mowing and save manpower. It can be applied to lawn finishing in campus, parks, homes, etc.
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Name of Technology	Intelligent Trash Can Featuring Patrolling and Surveillance
Developer of Technology	Department of Electrical Engineering Chian-C. Ho, Associate Professor
Summary of Technology	Traditional trash cans are usually installed in the out-of-the-way dead corners so that people are often littering the trash anywhere because of urgency or inconvenience. This work “Intelligent Trash Can Featuring Patrolling and Surveillance” can collect the trach proactively from people so as to improve the effectiveness and efficiency of cleaning service. On the other hand, traditional security surveillance cameras are usually installed on the ceiling corners or crossways so that there are still many dead spaces and security loopholes to be monitored. This work can patrol and inspect proactively so as to improve the effectiveness and efficiency of surveillance service.


Name of Technology	Cultural Relics and Artwork Intelligent Recognition Design
Developer of Technology	Department of Cultural Heritage Conservation Yung-Kuan Tseng, Professor
Summary of Technology	Use intelligent recognition technology to develop unique identification tools for antiquities or artworks created by specific artists or painters. Boosting cultural development is based on a sound cultural and artwork market, and the security of transactions depends on authenticity – fake recognition, preserve truly valuable antiquities.
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Competition Results

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