Department of Electro-Optical Engineering, NFU
| Name | HSU MAO-HSIU |
|---|---|
| Job Title | Associate Professor |
| 兼任主管 | 網路組 組長 |
| Tel | +886-5-6315659 |
| Websites | Lab Website / Personal Website / Showcase |
| Research Expertise |
|
| Office | Building of Integrated Engineering I, 2F |
| 單位 | 光電工程系 |
| Title | 副教授 |
- Degrees
- Journal Paper
- Conference Paper
- Project
- Honor
- Thesis Guidance
- Competition
- Volunteer Service
- Courses
| Country | School Name | Department | Degree |
|---|---|---|---|
| 台灣科技大學 | 電子工程 | 博士 |
| Year | Paper Title |
|---|---|
| 2026 | MICROVITV2: BEYONDTHEFLOPSFOREDGEENERGY-FRIENDLYVISION TRANSFORMERS, 2026 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/ICIP61757.2026 13-17 Sept. 2026, pp. 6-, Sep. 2026 |
| 2026 | Recognition-Oriented Wet Fingerprint Restoration with Degradation-Aware Analysis for Small-Area Sensors, IEEE/IAPR International Joint Conference on Biometrics (IJCB 2026) ,ROME, Italy, page 1464-1472, September 1-4, 2026., Sep. 2026 |
| 2026 | CoDAT: Collaborative Dual-Attention Transformer with Low-Cost Temporal Modeling for Efficient Edge Action Recognition, IEEE Internet of Things Journal, pp. 14-, Sep. 2026 |
| 2026 | FaceLiVTv2: An Improved Hybrid Architecture for Efficient Mobile Face Recognition, IEEE TRANSACTIONS ON BIOMETRICS, BEHAVIOR, AND IDENTITY SCIENCE, vol. 8, 5, pp. 14-, Sep. 2026 |
| 2026 | AI-Generated Fingerprint Forgery Detection for Tiny Partial Fingerprint Sensors Using Multigenerative Model Framework With Feature Augmentation, IEEE Sensors letters, vol. 10, 8, pp. 4-, Aug. 2026 |
| 2026 | Ridge Scale Aligned Diffusion for Identity Preserving and Style Controllable Fingerprint Synthesis, IEEE CVPR Workshop, Jun. 2026 |
| 2026 | Towards Trustworthy Biometrics: Generalized Detection of Diffusion Generated Fingerprint Forgeries in Partial Scenarios, IEEE Transactions on Biometrics, Behavior, and Identity Science, pp. 13-, Apr. 2026 |
| 2025 | Fingerprint Essential Sharing and Matching in Mobile Application, The Institute of Electronics, Information and Communication Engineers, IEICE, pp. 10-, Dec. 2025 |
| 2025 | Inpainting Diffusion Synthetic and Data Augment With Feature Keypoints for Tiny Partial Fingerprints., IEEE Transactions on Biometrics, Behavior, and Identity Science(IEEE T-BIOM)., 3, pp. 14-, Jul. 2025 |
| 2025 | Privacy Aware Anatomy Preserving Retinal Image Generation with ControlNet for Zero-False-Negative Glaucoma Screening, 2026 47th IEEE Symposium on Security and Privacy Workshops (SPW), Jun. 2025 |
| 2025 | MicroViT: A Vision Transformer with Low Complexity Self Attention for Edge Device, IEEE conference, Apr. 2025 |
| 2025 | AiRDUNet: All-In-One Residual Dense U-Net with Automated Humidity Quality Assessment for Partial Wet Fingerprint Restoration and Recognition, IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), pp. 5-, Apr. 2025 |
| 2024 | MLDN-Net: Multi-Level Denoising Neural Network for Wet Fingerprint via Cyclic Multi-Variate Function, Hsu, Mao-Hsiu (maohsiuhsu@gmail.com), pp. 10-, Dec. 2024 |
| 2024 | Design in Optoelectronic Oscillator Integrated on Vibration Sensor of GPS Drone, 2024 IEEE VTS Asia Pacific Wireless Communications Symposium, APWCS 2024, Aug. 2024 |
| 2024 | The Application of Blockchain Technology in the Transmission of Semiconductor Process Recipes, Hsu, Mao-Hsiu (mh.hsu@nfu.edu.tw), pp. 8-, Jul. 2024 |
| 2024 | Tiny Partial Fingerprint Sensor Quality Assessment, IEEE Sensors Letters Volume: 8 Issue: 5, 3, pp. 14-, May. 2024 |
| 2024 | Feature Points based Residual UNet with Nonlinear Decay Rate for Partial Wet Fingerprint Restoration and Recognition, Proceedings - IEEE International Symposium on Circuits and Systems, Apr. 2024 |
| 2024 | Optimized Deformed Residual Neural Network Accompanied by a Featured Discriminator for Wet and Fine-Grained Fingerprint Sensor Image, SSRN, 2024 |
| 2023 | An Effective fingerprint orientation field estimation method Using Differential values of Grayscale intensity, PeerJ Comput. Sci. 9:e1342. (SCI期刊IF=2.41)http://doi.org/10.7717/peerj-cs.1342, Apr. 2023 |
| 2022 | Improving Image Quality Assessment Based on the Combination of the Power Spectrum of Fingerprint Images and Prewitt Filter, Applied. Sciences. 12, no.7:3320, 2022., Mar. 2022 |
| 2021 | Light-Controlled Gap-Type TFT Used for Large-Area Under-Screen Fingerprint Sensor, IEEE Journal of the Electron of device society, V9, P517~520, 2021., May. 2021 |
| 2005 | Multi-Band Microstrip Filter Design by Binomial Coefficients Admittance Values, Chung Hua Journal of Science and Engineering, p43~48, Jan. 2005., 2005 |
| 2005 | Design and Implement of High Performance and Miniaturization of SIR Microstrip Multi-Band Filters, IEICE Transactions on Electronics, Vol. E88-C, NO. 7, p74-83, July. 2005., 2005 |
| 2005 | Annealing Algorithm Applied in Optimum Design of 2.4GHz and 5.2GHz Dual-Wideband Microstrip Line Filters, IEICE Transactions on Electronics, p47~56, Jan. 2005., 2005 |
| 2003 | Simulated Annealing Algorithm Applied in Optimum Design of Optical Thin-Film Filters, Microwave and Optical Technology Letters, p423~428, Sep. 2003., 2003 |
| Year | Paper Title |
|---|---|
| 2026 | Mao-Hsiu Hsu1 , Shun-Zhe Hsu1 , Yu-Ting Hsu2, Source Aware Retinal Fundus Generation with Anatomy Guided Control and Source Similarity Screening, IEEE IMTECH-BME 2026, Sep. 27-28, 2026, IDN印尼 |
| 2026 | Mao-Hsiu HSU*, YI-JHENG Li, Kai-Hong Chen, YU-TING HSU, Ridge Scale Aligned Diffusion for Identity Preserving and Style Controllable Fingerprint Synthesis, IEEE 2026 CVPR Biometrics Workshop, Jun. 03-07, 2026, USA美國 |
| 2026 | Mao-Hsiu Hsu; Hsien-Chen Sun; Yu-Ting Hsu, Privacy Aware Anatomy Preserving Retinal Image Generation with ControlNet for Zero-False-Negative Glaucoma Screening, MAY 21, 2026 AT THE HILTON SAN FRANCISCO UNION SQUARE, SAN FRANCISCO, CA 47th IEEE Symposium on Security and Privacy Workshops, May. 21, 2026 ~ May. 28, 2025, USA美國 |
| 2026 | 李奕錚, 隱私優先的聯邦式學習預測大學生學習風險及創新教學成效的量化, 臺灣校務研究專業協會 2026 年會暨國際研討會, Jan. 15, 2026, TWN臺灣 |
| 2025 | Mao-Hsiu Hsu, Yi-Jheng Li, Bo-Jie Zhang, Ying-Hong Shi, Study on Multi-Modal Generative Data Augmentation for UAV Edge Computing in Air Quality Monitoring and Image Recognition, 2025IEEE AESS/GRSS AGERS Asia-Pacific Geosciences, Dec. 15-25, 2025, IDN印尼 |
| 2025 | Novendra Setyawan、Chi-Chia Sun、Mao-Hsiu Hsu、Wen-Kai Kuo、Jun-Wei Hsieh, MicroViT: A Vision transformer with Low Complexity Self Attention for Edge Device, IEEE International Symposium on Circuits and Systems (ISCAS) 2025, May. 25-28, 2025, GBR英國 |
| 2025 | MAO-HSIU HSU and SHANG-KUAN CHEN., Multi-Factor Authentication Using Watermarked Semi-Supervised Generative Adversarial Networks for Fine-Grained Fingerprint Images., 2025 7th International Conference on Image, Video, and Signal Processing (IVSP 2025), Apr. 28-Mar. 30, 2025, FRA法國 |
| 2024 | Kuo, Chao Lin; Chiu, Ching-Te; HSU, Mao-Hsiu, MLDN-Net: Multi-level denoising neural network for wet fingerprint via cyclic multi-variate function, The 29th International Conference on Technologies and APPlications of Artificial Intelligence, Dec. 06-07, 2024, TWN臺灣 |
| 2024 | MAO-HSIU HSU; Chia-Chun Liu, A Decentralized Framework for DDoS Attack Detection and Prevention Using Federated Learning and Blockchain Technology, 2024 IEEE 6th Eurasia Conference on IoT, Communication and Engineering (IEEE ECICE 2024), Nov. 15-17, 2024, TWN臺灣 |
| 2024 | MAO-HSIU HSU;ying-hong shi, Optimizing Wet Fingerprint Denoising Net (WFDN) for Enhanced Biometric Security, 2024 IEEE 6th Eurasia Conference on IoT, Communication and Engineering (IEEE ECICE 2024), Nov. 15-17, 2024, TWN臺灣 |
| 2024 | Sheng–Lyang Jang,Shih-Hsuan Chen,Jiun-Yu Sung,Wen-Cheng Lai,Mao-Hsiu Hsu,Miin-Horng Juang, VCO with 8-Shaped Transformer Coupled Transmission-Line, RF/Communications Circuits & Systems 1, Nov. 07-09, 2024, TWN臺灣 |
| 2024 | Novendra Setyawan¹,³, Chi-Chia Sun*²,⁴, Wen-Kai Kuo¹, Mao-Hsiu Hsu¹, FPGA-Based Batik Classification Using Quantization Aware Training of MobileNet and Data-flow Implementation, 2024 APCCAS & PrimeAsia, Nov. 07-09, 2024, TWN臺灣 |
| 2024 | Sheng–Lyang Jang, Wei-Che Lin, Jiun-Yu Sung, Mao-Hsiu Hsu*, Wen-Cheng Lai, Area-efficient and Coupling Noise Suppressive Voltage-controlled Oscillator, 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium, Sep. 22-26, 2024, TWN中華民國(臺灣) |
| 2024 | Mao-Hsiu HSU, Sheng-lyang Jnag, Meng-Ting Lin , Miin-Horng Juang and Wen-Cheng La, Differential Injection-Locked Frequency Tripler with a Low-coupling 8-shaped Transformer, IEEE Electronic 2024 21st International SoC Design Conference (ISOCC), Aug. 22-Jul. 25, 2024, JPN日本 |
| 2024 | Mao-Hsiu Hsu1 , Wen-Cheng Lai2* , Chang-Chun Zhang3, Design in Optoelectronic Oscillator Integrated on Vibration Sensor of GPS Drone, 20th IEEE Asia Pacific Wireless Communications Symposium(APWCS2024), Aug. 21-23, 2024, SGP新加坡 |
| 2024 | Mao-Hsiu Hsu, Wen-Cheng Lai and Yi Wu, RF Front-end Integrated Circuits with Dual-Band Antenna for System Control Receiver, 2024 3rd International Conference on Power Systems and Electrical Technology (PSET), Aug. 04-08, 2024, JPN日本 |
| 2024 | Iuon-Chang Lin, Mao-Hsiu Hsu*, Hung-Kai Wan, The Application of Blockchain Technology in the Transmission of Semiconductor Process Recipes, The 2024 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'24), Jul. 22-25, 2024, USA美國 |
| 2024 | An-Ting Hsieh; Ching-Te Chiu; Tsai-Chieh Chen; Mao-Hsiu Hsu;Long Wenyong, Feature Points based Residual UNet with Nonlinear Decay Rate for Partial Wet Fingerprint Restoration and Recognition , 2024 IEEE International Symposium on Circuits and Systems (ISCAS), May. 19-22, 2024, SGP新加坡 |
| 2007 | Mao-Hsiu Hsu, Design of Broadband Planar Inverted F Antenna Using the Resonant Frequency to the next Reactance Equal to Zero, IEEE ICIT 2007 Conference Program, Mar. 21-23, 2007, CHN大陸地區(大陸) |
| 2006 | Mao-Hsiu Hsu, Design of a Double-Sided and Printed Wideband Dipole Array Antenna on 5.2GHz Band, IEEE, ITST2006, Aug. 03-04, 2006, CHN大陸地區(大陸) |
| 2005 | Mao-Hsiu Hsu, Estimation Indoor Propagation Loss in 2 GHz for Mobile 2 G and 3G Bands, IEEE APEMC, Dec. 13-14, 2005, TWN中華民國(臺灣) |
| 2005 | Mao-Hsiu Hsu, Design a Broadband Patch Antenna, IEEE 15th International Conference on Information, Communication and Signal Process, Dec. 03-04, 2005, THA泰王國(泰國) |
| 2005 | Jhin-Fang Huang, Mao-Hsiu Hsu, and Jia-Wei Liang, Wideband Printed and Double-Sided Dipole Pair Antennas with a Parallel Reflector, IEEE 2005 International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications (MAPE2005), Aug. 08-12, 2005, CHN大陸地區(大陸) |
| 2005 | Mao-Hsiu Hsu and Jhin-Fang Huang, High Performance and Low Complexity Max-Log-Map Algorithm for FPGA Turbo Decoder, IEEE 7th International Conference on Advanced Communication Technology, Feb. 21-23, 2005, KOR大韓民國(南韓) |
| 2005 | Jhin-Fang Huang, Mao-Hsiu Hsu and Ching-Cheng Tseng , Microstrip Band-pass Filter Using Parallel-Coupled Resonators, ASTC, Jan. 15-16, 2005, TWN中華民國(臺灣) |
| 2004 | Mao-Hsiu Hsu and Jhin-Fang Huang, Dual-Band Dipole Antenna System Design and Implement, Proceeding of the 2004 National Symposium on Telecommunications, Dec. 03-04, 2004, TWN中華民國(臺灣) |
| 2004 | Mao-Hsiu Hsu, Jhin-Fang Huang, Novel Resonator with Applying Binomial Coefficient Admittance Values to Design Multi-Frequency Bands of Microstriop Filters, IEEE, APCC/MDMC2004, Aug. 29-31, 2004, CHN大陸地區(大陸) |
| 2004 | 徐茂修、黃進芳, 模擬退火演算法應用在薄膜光學濾波器之最佳化設計, 2004通信電子科技與應用研討會, May. 15-16, 2004, TWN中華民國(臺灣) |
| 2004 | Mao-Hsiu Hsu, Jhin-Fang Huang and Jia-Wei Ling, Measurement and Modeling of Indoor Wave Propagation, 2004 Conference on Electronic Communication and Applications, May. 02-03, 2004, TWN中華民國(臺灣) |
| 2003 | 徐茂修,黃進芳,謝辰陽, 台灣3G寬頻通信的核心網路, 2003數位生活與網際網路研討會, Sep. 18-19, 2003, TWN中華民國(臺灣) |
| Project Category | Year | Project Title | Job Title | Period |
|---|---|---|---|---|
| 政府學術研究計畫-科技部專題研究計畫 | 2027 | 生成式深偽造攻擊下生物辨識系統之跨模態防禦韌性：可控生成、輕量真偽辨識與邊緣部署 (新進人員研究計畫[個別型]) | 主持人 | 2027.08 ~ 2028.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2026 | 生成式深偽造攻擊下生物辨識系統之跨模態防禦韌性：可控生成、輕量真偽辨識與邊緣部署 (新進人員研究計畫[個別型]) | 主持人 | 2026.08 ~ 2027.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2026 | 應用無人載具協作與智慧診斷於離岸風電智能監測與維護系統之技術研發(2/2) | 共同(協同)主持人 | 2026.08 ~ 2027.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2025 | 114年度【軌道異物入侵即時辨識系統】(實務型-跨域實作型) | 主持人 | 2025.12 ~ 2026.11 |
| 政府學術研究計畫-科技部專題研究計畫 | 2025 | 114年度【應用無人載具協作與智慧診斷於離岸風電智能監測與維護系統之技術研發(1/2)】 | 共同(協同)主持人 | 2025.08 ~ 2026.07 |
| 政府產學計畫 | 2025 | 114年度【環境部空氣污染防制基金科技研究計劃-結合無人機聯邦式學習與小物件偵測技術之空汙監控分析的跨模態識別系統】 | 主持人 | 2025.01 ~ 2025.11 |
| 政府學術研究計畫-科技部專題研究計畫 | 2024 | 113年度【 eVTOL無人機群飛協調控制與變翼結構研製之技術研發-eVTOL無人機群飛協調控制與變翼結構研製之技術研發(1/2)】 | 共同(協同)主持人 | 2024.06 ~ 2025.05 |
| 政府學術研究計畫-科技部專題研究計畫 | 2024 | 113年度【用於FPGA之壓縮細微模型的近遠距離DNN_LSTM反欺騙指紋辨識(2/2) 】(一般策略專案計畫(個別型) ) | 主持人 | 2024.06 ~ 2025.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2023 | 用於FPGA之壓縮細微模型的近遠距離DNN_LSTM 反欺騙指紋辨識(一般策略專案計畫) | 主持人 | 2023.06 ~ 2024.08 |
| Year | Paper Title |
|---|---|
| 2025 | LIN, SHI-YING, A Study on Real-Time Particulate Matter Estimation Model Based on Edge Computing and Multimodal Feature Fusion, 2025 |
| 2025 | ZHANG, BO-JIE, Research on Edge-Based Railway Foreign Object Recognition Integrating ControlNet++ Data Augmentation and Lightweight Models, 2025 |
| 2025 | SUN, HSIEN-CHEN, Controllable Privacy-Aware Face Generation with Multi-ControlNet and LoRAfor Identity-Preserving and De-identified Synthesis, 2025 |
| 2025 | SHI, YING-HONG, A Fingerprint Presentation Attack Detection System Using ControlNet-Based Generative Data Augmentation and TinyML, 2025 |
| 2025 | LI, YI-JHENG, Identity and Structure-Preserving Sensor-Style Transfer for Small-Area Fingerprint Patch Augmentation, 2025 |
| Course Title | Class | Reference Link |
|---|---|---|
| 微處理機 | 四光電系三攜-產訓 | https://tqas.nfu.edu.tw/course_schedule/detail/11517286 |
| 人工智慧導論深碗學習 | 四光電一乙 | https://tqas.nfu.edu.tw/course_schedule/detail/11512805 |
| 生成式 AI：文字與圖像生成的原理與實務 | 人工智慧學程聯盟TAICA | https://tqas.nfu.edu.tw/course_schedule/detail/11512779 |
| 生成式人工智慧電腦視覺 | 博光材一甲 | https://tqas.nfu.edu.tw/course_schedule/detail/11512752 |
| 人工智慧導論 | 四光電一乙 | https://tqas.nfu.edu.tw/course_schedule/detail/11511064 |