| 林昌鴻 Chang Hong Lin |
|
|---|---|
| 職稱 | |
| 教授兼副系主任 | |
| 學歷 | |
| 美國普林斯頓大學電機博士 | |
| 電子郵件 | |
| chlin@mail.ntust.edu.tw | |
| 辦公室 | |
| IB 701-1 |
| Office Hours | by appointment |
|---|---|
| 電話 | 886-2-2737-6397 |
| 個人網頁 | |
| 實驗室 | 微系統實驗室 嵌入式多媒體系統組 |
| 研究領域 | 即時影像處理及動作分析、分散式智慧型攝影系統、嵌入式系統設計、低功率VLSI設計及熱能分析、機器學習 |
| 開授課程 | 微算機原理及應用、高等計算機結構、嵌入式系統、計算機程式設計、智慧型車輛、多核心晶片設計實務、數位邏輯等 |
| 2019.02 ~ 迄今 | 國立台灣科技大學電子工程系 教授 |
| 2013.02 ~ 2019.01 | 國立台灣科技大學電子工程系 副教授 |
| 2008.08 ~ 2013.01 | 國立台灣科技大學電子工程系 助理教授 |
| 2012 | 國立台灣科技大學101年度教學傑出獎 |
| 2001 | 美國普林斯頓大學獎學金 |
研究成果
| [1] | M.S. Young, C.H. Lin, “Unsupervised Rapid Lowlight Enhancement via Deep Curve and Statistic Loss,” Engineering Applications of Artificial Intelligence, Vol. 152, 110841, Jul. 2025. |
| [2] | H.-H. Chuang, Y.-C. Chen, C.H. Lin, “An Encoder-decoder Network for Crowd Counting Based on Multi-scale Attention Mechanism,” Multimedia Tools and Applications, Vol. 84, No. 3, pp.1187-1210, Jan. 2025. |
| [3] | C.H. Liu, C.H. Lin, “Underwater Object Detection Based on Enhanced YOLOv4 Architecture,” Multimedia Tools and Applications, Vol.83, No.18, pp. 53759–53783, May 2024. (SCI/EI) |
| [4] | T. Adiono, R.M. Ramadhan, A. Putra, N. Sutisna, I. Syafalni, R. Mulyawan, C.H. Lin, “Fast and Scalable Multi-Core YOLOv3-Tiny Accelerator using Input Stationary Systolic Architecture,” IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 31, pp. 1774-1787, Nov. 2023. |
| [5] | W.-X. Tsai, Y.-C. Li, C.H. Lin, “Skin Lesion Classification Based on Multi-Model Ensemble with Generated Levels-of-Detail Images,” Biomedical Signal Processing and Control, Vol. 85, 105068, Aug. 2023. |
| [6] | Y.C. Lu, T.P. Liu, C.H. Lin, “Two-stage single image Deblurring network based on deblur kernel estimation,” Multimedia Tools and Applications, Vol.82, No. 05, pp. 17055-17074, May 2023. |
| [7] | Q. M. ul Haq, C.H. Lin, S.-J. Ruan, D. Gregor, “An Edge-Aware Based Adaptive Multi-feature Set Extraction for Stereo Matching of Binocular Images”, Journal of Ambient Intelligence and Humanized Computing, Apr. 2022, doi: 10.1007/s12652-021-02958-8 |
| [8] | P.-C. Wu, C.H. Lin, "A Green and Practical Color Photograph Printing Technology based on Color Difference Model and Human Perception", IEEE Access, Vol. 10, pp. 649-666, Jan. 2022 |
| [9] | Y.-B. Chang, C. Tsai, C.H. Lin, P. Chen, “Real-Time Semantic Segmentation with Dual Encoder and Self-Attention Mechanism for Autonomous Driving”, MDPI Sensors, Vol. 21, No. 23, 8072, 2021 |
| [10] | C.-Y. Hsu, L.-E. Lin, C.H. Lin, "Age and Gender Recognition with Random Occluded Data Augmentation on Facial Images", Multimedia Tools and Applications, Vol. 80, No. 8, pp. 11631-11653, Apr. 2021. |
| [11] | L.E. Lin, C.H. Lin, "Data Augmentation with Occluded Facial Features for Age and Gender Estimation”, IET Biometrics, Vol. 10, pp. 640-653, Apr. 2021, DOI: 10.1049/bme2.12030 |
| [12] | M.-Q. Nguyen, C.H. Lin, P. Chen, "Design and Implementation of a 256-bit RISC-V-based Dynamically Scheduled Very-Long Instruction Word using FPGA", IEEE Access, Vol. 8, pp. 172996-173007, 2020. |
| [13] | Y.-L. Wei, C.H. Lin, “Efficient Weighted Histogram Features for Single-Shot Person Re-identification,” Journal of Signal Processing System, Vol. 90, No. 4, pp. 477-491, Apr. 2018 |
| [14] | J.-H. Luo, C.H. Lin, “Pure FPGA Implementation of An HOG Based Real-Time Pedestrian Detection System,” MDPI Sensors, 2018, 18, 1174, Apr. 2018 |
| [15] | B.-Y. Sung, C.H. Lin, “A Fast 3D Scene Reconstructing method using continuous video,” EURASIP Journal on Image and Video Processing, Vol. 2017, No.18, Dec. 2017. |
| [16] | M.-Q. Do, C.-H. Hung, C.H. Lin, “Robot navigation control using vision based steering wheel,” Multimedia Tools and Applications, Vol. 76, No.22, pp. 24569-24588, Nov. 2017. |
| [17] | C.-H. Wu, W.-L. Chen, C.H. Lin, “Depth-based hand gesture recognition,” Multimedia Tools and Applications, Vol. 75, No.12, pp.7065-7086, June 2016. |
| [18] | W.J. Wang, C.H. Lin, “Code Compression for Embedded Systems Using Separated Dictionaries,” IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 24, No. 1, pp. 266-275, Jan. 2016 |
| [19] | P.-C. Wu, C.H. Lin, "A Uniformity-Approximated Histogram Equalization Algorithm for Image Enhancement," IEICE Transactions on Information and Systems, Vol.E98-D, No. 3, pp. 726-727, March 2015 (SCI/EI). |
| [20] | W.-K. Hu, C.H. Wu, C.H. Lin, ” Economic approximate-K color printing algorithm,” Multimedia Tools and Applications, Vol. 72, No. 1, pp. 151-166, Sep. 2014 |
| [21] | P.-C. Wu, C.-Y. Chang, C.H. Lin,” Lane-Mark Extraction for Automobiles under Complex Conditions,” Pattern Recognition, Vol. 47, No. 8, pp. 2756-2767, Aug. 2014 |
| [22] | M. Fallahpour, M.-B. Lin, C.H. Lin, “Parallel Photon-Mapping Rendering on a Mesh-NoC-Based MPSoC Platform,” Journal of Parallel and Distributed Computing, Vol. 74, No. 7, pp. 2626-2638, Jul. 2014. |
| [23] | Y.-T. Peng, F.-C. Cheng, S.-J. Ruan, C.H. Lin, “Hash-based Linked-list Histogram Construction,” IEICE Transactions on Information and Systems, Vol.E96-D, No. 5, pp. 1204-1205, May 2013 |
| [24] | F.-C. Cheng, C.H. Lin, J.-L. Lin, “Constant time O(1) image fog removal using lowest level channel”, IET Electronics Letters, Vol. 48, No. 22, pp. 1404-1406, Oct. 2012. (SCI/EI) |
| [25] | Y.C. Wei, C.H. Lin, “A robust video text detection approach using SVM”, Expert Systems with Applications, Vol. 39, No. 12, pp. 10832–10840, Sep. 2012. (SCI/EI) |
| [26] | F.-C. Cheng, S.-J. Ruan and C.-H. Lin, "Color Contrast Enhancement Using Automatic Weighting Mean-Separated Histogram Equalization with Spherical Color Model," International Journal of Innovative Computing, Information and Control, Vol.7, No.8, August 2011. (SCI) |
| [27] | C.-W. Lin, C. H. Lin, W.-J. Wang, “A Power-aware Code-compression Design for RISC/VLIW Architecture”, Journal of Zhejiang University-SCIENCE C (Computers & Electronics), Vol.12, No. 8, pp. 629-637, Aug. 2011 (SCI) |
| [28] | J. C. Chen, C. H. Lin, “Improved Dictionary-based Code-compression Schemes with XOR Reference for RISC/VLIW Architecture”, to appear in IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol.E93-A, No.12, pp.2517-2523, Dec. 2010. (SCI/EI) (97-2218-E-011-016-) |
| [29] | C.H. Lin, M. Wolf, X. Koutsoukos, S. Neema, J. Sztipanovits, “System and Software Architectures of Distributed Smart Cameras”, ACM Transactions on Embedded Computing Systems, Vol.9, Issue 4, March 2010. (SCI/EI). |
| [30] | C. H. Lin, Y. Xie, W. Wolf, “Code Compression for VLIW Embedded Systems Using a Self-Generating Table”, IEEE Transactions on VLSI. Vol.15, Issue 10, October 2007 (SCI/EI) |
| [1] | S.J. Lai, K.L. Huang, S.F. Huang, C.H. Lin,” Image Demoireing Based on YUV Color Space and Feature Residual Connection of U-Net Structure,” IPPR Conference on Computer Vision, Graphics, and Image Processing, Aug. 24-26, 2025, New Taipei City, Taiwan R.O.C. |
| [2] | H.-S. Chang, C.H. Lin, “Two-Stage Debanding Method Based on cGAN Network,” IEEE International Conference on Consumer Electronics, Jan. 11-14, 2025, Las Vegas, U.S.A. |
| [3] | C.-H. Lin, G.-J. Peng, C.H. Lin, “Object Detection for Low-illumination Scenes Based on Enhanced YOLOv7 Architecture,” ISITA, Nov. 10-13, 2024, Taipei, Taiwan |
| [4] | B.-C. Guo, C.-H. Lin, “Single-Image HDR Reconstruction Based on Two-Stage GAN Structure,” IEEE International Conference on Image Processing, Oct. 8-11, 2023, Kuala Lumpur, Malaysia |
| [5] | C. Tsai, C.H. Lin, “Enhancing Age and Gender Classification through cGAN-based Data Augmentation,” IEEE Global Conference on Consumer Electronics, Oct. 10-13, 2023, Nara, Japan |
| [6] | H.-H. Chaung, D.-W. Chen, C.H. Lin, “ Multi-language Text Detection and Recognition Based on Deep Learning,” IEEE International Conference on Consumer Electronics – Taiwan, Sep. 15-17, 2021, Penghu, Taiwan |
| [7] | S.-Y. Chuang, C.-M. Chang, T.-N. Lin, P.-Y. Wu, C.-H. Lin, H.C. Wei, “Satellite Image Dehazing using Enhanced BicycleGAN,” International Conference on Astronautics and Space Exploration (iCASE), Nov. 14, 2020, Hsinchu, Taiwan |
| [8] | D.-H. Jian, C.H. Lin, “Vision-Based Parking Slot Detection Based on End-to-End Semantic Segmentation Training,” IEEE International Conference on Consumer Electronics, Jan. 4-6, 2020, Las Vegas, U.S.A. |
| [9] | S.-Y. Chuang, T.-N. Lin, P.-Y. Wu, C.-C. Wang, C.-H. Lin, “Satellite Image Dehaze using Deep Learning Methods,” International Conference on Astronautics and Space Exploration (iCASE), Nov. 12-14, 2019, Hsinchu, Taiwan |
| [10] | C.-W. Chen, S.-J. Ruan, C.H. Lin, C.-C. Hung, “Performance Evaluation of Edge Computing-Based Deep Learning Object Detection,” International Conference on Network, Communication and Computing (ICNCC 2018), Dec. 14-16, 2018, Taipei, Taiwan |
| [11] | K.-C. Hung, C.H. Lin, “Iterative Superpixel Segmentation Based on Color Difference,” IEEE Global Conference on Consumer Electronics, Oct. 9-12, 2018, Nara, Japan |
| [12] | P.-C. Wu, C.H. Lin, “A Green Printing Method Based on Human Perceptual and Color Difference Model,” IEEE Computing Conference, Jul. 10-12, 2018, London, U.K. |
| [13] | M.-C. Hsu, Y.-S. Lo, C.H. Lin, “Retinex Image Enhancement Based on Exposure Fusion,” IEEE International Conference on Green Building and Smart Grids, Apr. 22-25, 2018, Yilan, Taiwan |
| [14] | J.-S. Tsai, C.H. Lin, “Gaze Direction Estimation Using Only A Depth Camera,” IEEE International Conference on Green Building and Smart Grids, Apr. 22-25, 2018, Yilan, Taiwan |
| [15] | C.-H. Chang, C.H. Lin, “Age Estimation Based on ECG and Combined Features from Randomized Facial Blocks,” IEEE Global Conference on Consumer Electronics, Oct. 24-27, 2017, Nagoya, Japan |
| [16] | C.-C. Huang, L.-Y. Tai, C.H. Lin, “An Iterative Superpixel Algorithm based on Color Variances and Cross Seams,” IEEE International Conference on Consumer Electronics – Taiwan, June 12-14, 2017, Taipei, Taiwan |
| [17] | J.-R. Lee, S.-J. Ruan, C.H. Lin, “VoiceCode: A 2D Barcode System for Digital Audio Encoding,” IEEE Global Conference on Consumer Electronics, Oct. 11-14, 2016, Kyoto, Japan |
| [18] | D. Herjuno, C.H. Lin, “Intuitive Hand Gesture Design for Indoor Unmanned Aerial Vehicle Control, “International Conference on Electrical Engineering and Computer Science, Taipei, Oct. 28-29, 2016 |
| [19] | P.-Y. Huang, Y.-J. Lin, C.H. Lin, “Fast Image Completion Algorithm Based on Local Similarity,” International Engineering Forum, Feb. 20-22, 2016, Taipei, Taiwan |
| [20] | K.-L. Chang, C.H. Lin, “Hand Gesture Control for Interactive Interface,” International Engineering Forum, Feb. 20-22, 2016, Taipei, Taiwan |
| [21] | D. Arioputra, C.H. Lin, “ Mobile Augmented Reality As A Chinese Menu Translator,” IEEE International Conference on Consumer Electronics – Taiwan, June 6-8, 2015, Taipei, Taiwan |
| [22] | W.-L. Chen, C.-H. Wu, C.H. Lin, “ Depth-based Hand Gesture Recognition Using Hand Movements And Defects,” ISNE, Best Student Papers Award, May 2015 |
| [23] | M.-Q. Do, C.H. Lin, “Embedded Human-Following Mobile-Robot with an RGB-D camera,” IAPR International Conference on Machine Vision Applications, May 18-22, 2015, Tokyo, Japan |
| [24] | I-A. Chen, S.-C. Wu, K.-L. Chang, C.H. Lin, "Real-Time Scene Structure Reconstruction," IGBSG, Apr. 2014 |
| [25] | C.C. Li, P.C. Wu, C.H. Lin, "Pedestrian detection using heuristic statistics and machine learning", International Conference on Information, Communications & Signal Processing, , Dec. 2013 |
| [26] | Y.-L. Wei, C.H. Lin, "Single-Shot Person Re-Identification by Gaussian Mixture Model of Weighted Color Histograms," ISPACS, Nov. 2013 |
| [27] | C.-H. Wu, C.H. Lin, "Depth-based hand gesture recognition for home appliance control," 2013 IEEE International Symposium on Consumer Electronics, June 2013 |
| [28] | W.-C. Hu, C.H. Lin, "Field of View Alignment with Multiple RGB-D Cameras," 2013 IEEE International Symposium on Consumer Electronics, June 2013 |
| [29] | C.-Y. Chang,C.H. Lin, "An Efficient Method for Lane-Mark Extraction in Complex Conditions", in Proc. 2012 IEEE International Conference on Ubiquitous Intelligence and Computing, Sep. 2012 |
| [30] | M. Fallahpour, C.H. Lin, M.-B. Lin, C.-Y. Chang, “Parallel One- and Two-Dimensional FFTs on GPGPUs”, in Proc. 2012 IEEE International Conference on Anti-counterfeiting, Security, and Identification, Aug. 2012 |
| [31] | B.-R. Huang,C.H. Lin, C.-H. Lee,"Mobile Augmented Reality Based on Cloud Computing", in Proc. 2012 IEEE International Conference on Anti-counterfeiting, Security, and Identification, Aug. 2012 |
| [32] | T.L. Bien, C. H. Lin, "Detection and Recognition of Indoor Smoking Events", ICDIP, April 2012. |
| [33] | I-A. Chen, C.-H. Cheng, H.-Y. Jheng, C.-K. Liu, F.-C. Cheng, S.-J. Ruan, C.-H. Lin, “An Error-Correction Scheme with Reed-Solomon Codec for CAN Bus Transmission”, in Proc. 2011 IEEE Intelligent Signal Processing and Communication Systems, December 2011 (ITRI B5-10018-26-4, 99-2218-E-011-001-) |
| [34] | W.J. Wang, C.H. Lin, “An Improved BitMask Based Code Compression Algorithm for Embedded Systems”, in Proc. 2011 International Symposium on Electronic System Design, December 2011 (99-2218-e-011-001-) |
| [35] | Y.-H. Chen, H.-Y. Jheng, S.-J. Ruan, C.H. Lin, Z. Qi, T.J. Moir, “Scalable Matrices toward a Real-Time Adaptive Wiener Filter for Non-Stationary Noise Cancellation in a Car Environment”, in Proc. 2011 IEEE International Conference on Signal Processing Systems, August 2011. |
| [36] | W.-K. Hu, C. H. Lin, M.-C. Shie, ”An Economic Color Printing Algorithm Using Approximate-K”, in Proc. 2011 International Symposium on Consumer Electronics, June 2011 (98-2221-E-011-103-) |
| [37] | C.W. Lin, C.H. Lin, “A Power-saving Code-compression Design for the VLIW Embedded Systems”, in Proc. 2010 World Congress in Computer Science, Computer Engineering, and Applied Computing, July 2010 (97-2218-E-011-016-) |
| [38] | J.-H. Hu, C.-H. Wu, C.H. Lin, “A Middleware Design for Multiple Embedded Database Systems”, in Proc. 2010 International Symposium on Consumer Electronics, June 2010 (98-2218-E-011-016-) |
| [39] | W. Wolf, S. Velipasalar, J. Schlessman, C.-Y. Chen, C. H. Lin, “Real-Time Distributed Tracking”, ICASSP 2007, April 2007 |
| [40] | S. Velipasalar, C. H. Lin, J. Schlessman, W. Wolf, “Design and Verification of Communication Protocols for Peer-to-Peer Multimedia Systems”, ICME 2006, July 2006. Best paper award |
| [41] | C. H. Lin, W. Wolf, A. Dixon, X. Koutsoukos, J. Sztipanovits, “Design and Implementation of Ubiquitous Smart Cameras”, SUTC 2006, June 2006 |
| [42] | M. Kushwaha, I. Amundson, C. H. Lin, X. Koutsoukos, S. Neema, J. Sztipanovits, W. Wolf, “An Object-Centric Programming Framework for Ambient-Aware, Service-Oriented Sensor Networks”, IPSN, April 2006 |
| [43] | W. Wolf, C. H. Lin, “Operating system concepts in embedded computing”, ASEE Conf. & Expo, June 2005 |
| [44] | C. H. Lin, W. Wolf, “A Case Study in Clock Synchronization for Distributed Camera Systems”, Proceedings of SPIE, Vol. 5683, January 2005. |
| [45] | C. H. Lin, T. Lv, I. B. Ozer, W. Wolf, “A Peer-to-Peer Architecture for Distributed Real-Time Gesture Recognition”, ICME, June 2004. |
| [46] | C. H. Lin, Y. Xie, W. Wolf, “LZW-Based Code Compression for VLIW Embedded Systems”, DATE, February 2004 |
| [1] | 互動式操作方法(黃百瑞、林昌鴻、李佳翰) |
研究成果
| 計畫名稱 | 計畫總額 | 執行始於 | 執行結束 | 委託單位 |
|---|---|---|---|---|
| 適用於擴散模型之分布引導方法 | 796,000 | 11408 | 11507 | 國科會 |
| 真實水下影像品質增強與水下物件偵測 | 800,000 | 11308 | 11407 | 國科會 |
| 單一影像高動態範圍重建 | 743,000 | 1128 | 1137 | 國科會 |
| 基於深度學習之多語言文字偵測與識別 | 856,000 | 10808 | 10907 | 科技部 |
| 基於網格分割與網絡分析之超像素演算法 | 1,503,000 | 10608 | 10807 | 科技部 |
| 低成本色彩印刷方式與視覺效果評估 | 705,000 | 1058 | 1067 | 科技部 |
| 多輸入多輸出智慧型可重組態之電池管理系統 - 子計畫六：結合機器視覺之嵌入式系統開發和控制(2/2) | 720,000 | 10405 | 10504 | 科技部 |
| 多輸入多輸出智慧型可重組態之電池管理系統 - 子計畫六：結合機器視覺之嵌入式系統開發和控制(1/2) | 690,000 | 10305 | 10404 | 科技部 |
| 使用RGB-D攝影機之互動式人機介面系統設計 | 594,000 | 10208 | 10307 | 國科會 |
| 基於OpenNI之體感骨架身形辨識及功率分析 | 47,000 | 10207 | 10302 | 國科會 |
| 手形辨識模組化設計 | 500,000 | 10201 | 10206 | 工研院 |
| 多攝影機的座標同步與補償模組化設計 | 500,000 | 10107 | 10112 | 工研院 |
| 智慧型民生能源管理系統研究與開發(3/3) | 6,946,000 | 10010 | 10109 | 國科會 |
| 基於六角形快速雙向濾波器之影像對比增強技術 | 47,000 | 10007 | 10102 | 國科會 |
| 植基於雲端運算之行動擴增實境系統 | hicloud CaaS VM | 10005 | 10104 | 網路通訊國家型計畫辦公室 |
| 車用積體電路的匯流排編碼研究 | 700,000 | 10001 | 10012 | 工研院 |
| 智慧型民生能源管理系統研究與開發(2/3) | 7,030,000 | 9910 | 10009 | 國科會 |
| 低功率分散式智慧型攝影系統設計 | 599,000 | 9908 | 10007 | 國科會 |
| 智慧型民生能源管理系統研究與開發(1/3) | 7,006,000 | 9810 | 9909 | 國科會 |
| 低功率分散式智慧型攝影系統設計 – 人物動作分析 | 661,000 | 9808 | 9907 | 國科會 |
| 多核心系統研究開發環境建置計畫 | IBM Cell & Pac Duo平台各乙套 | 9808 | 9907 | 國科會 |
| 利用程式碼壓縮之低功率嵌入式系統設計 | 660,000 | 9711 | 9810 | 國科會 |
指導學生
| 學年 | 論文題目 | 學生 |
|---|---|---|
| 111 | 基於人眼視覺與色差模省墨印刷方法印刷方法 | 吳珮甄 |
| 學年 | 論文題目 | 學生 |
|---|---|---|
| 113 | 融合語言先驗知識與貪婪解碼策略之場景文字擷取系統 | 李佳怡 |
| 113 | 導通損耗抑制之三主動全橋式轉換器研製 (共同指導:邱煌仁教授) | 吳凱文 |
| 113 | 利用快速傅立葉轉換於卷積神經網路之硬體實現 | 黃科理 |
| 113 | 結合 Winograd 演算法與乒乓暫存器之高效能輸出駐留式脈動陣列設計與實現 | 彭冠霖 |
| 113 | 基於脈動陣列架構之Winograd演算法和卷積的神經網絡硬體實現 (共同指導:王瑞堂教授) | 張立杰 |
| 113 | 基於條件生成對抗網路之漸進式影像修復方法 | 徐鈞凱 |
| 112 | 基於YOLOv7架構之低光源場景物體偵測 | 林家顯 |
| 112 | 基於條件生成對抗網路結構之兩階段去色帶方法 | 張惠深 |
| 112 | 基於深度曲線與統計損失之快速無監督地光源增強 | 楊旻熹 |
| 112 | 基於條件擴散模型之炫光去除 | 鄭子文 |
| 112 | 適用於場景生成的分布引導擴散模型 | 莊家豪 |
| 112 | 基於雙分支視覺轉換器的交叉視圖地理定位方法 | 陳益誠 |
| 111 | Combining Neural Network Decoder and Random Forest for Indoor Localization | Akhmad Lutfi Rusidi |
| 111 | 具動態指令排程之RISC-V 128位元極長指令核心設計 | 陳昱仁 |
| 111 | 基於cGAN的資料增強優化之年齡與性別分類 | 蔡潔 |
| 111 | 基於自動色彩增強和快速生成對抗網路架構 之真實水下影像改善方法 | 胡定緯 |
| 111 | 基於卷積視覺轉換器結構之色域及頻域雙分支人臉偽造檢測 | 謝宗豪 |
| 111 | 基於YUV色彩空間與特徵殘差連接之圖像除摩爾紋 U-net 結構 | 賴聖傑 |
| 110 | 基於兩階段生成對抗網路結構之單一影像高動態範圍重建 | 郭倍誠 |
| 110 | 基於多尺度注意機制之編碼解碼器人群計數網路 | 莊皓翔 |
| 110 | 基於常態分佈標籤生成與結果合併之文本偵測 | 陳棣文 |
| 110 | 基於注意力機制之兩階段皮膚病變分割網路 | 李育誠 |
| 110 | 基於YOLOv4架構之水下物體偵測 | 劉京樺 |
| 109 | 基於全局特徵與局部特徵之深度學習臉部表情辨識系統 | 謝宗廷 |
| 109 | 基於除模糊核預測之二階段單一影像除模糊網路 | 呂營程 |
| 109 | 基於雙編碼和自注意力機制之即時圖像語義分割 (陳伯奇教授共同指導) | 張育邦 |
| 109 | 基於特徵強化架構之二階段單一影像除模糊網路 | 劉子璞 |
| 109 | 基於YOLOv3架構的二值化物件偵測模型及其硬體加速器 | 黃偉倫 |
| 108 | 基於影像失真分析極光流特徵之假臉偵測 | 吳星叡 |
| 108 | 基於二階段生成對抗網路架構之真實水下影像改善方法 | 王稚淇 |
| 108 | 基於生成影像與多模型集成之皮膚病變分類 | 蔡唯翔 |
| 108 | 以現場可程式化閘陣列實現一以 RISC-V 為基礎之 256-bit 具動態排程之極長指令處理器 (陳伯奇教授共同指導) | 阮美貴 |
| 108 | 基於臉部特徵遮蔽式資料擴增之年齡 及性別估測 | 林律恩 |
| 108 | 基於二階段資料擴增之實現在霧霾情 境之單眼深度估計 | 陳品光 |
| 108 | 基於資料擴增、不確定性標籤處理與 集成學習之胸腔疾病分類 | 劉員宏 |
| 108 | 基於顏色差異與區域鄰接圖之迭代超像素合併 | 戴良豫 |
| 107 | 基於端對端語義分割訓練之停車格偵測系統 | 簡德輝 |
| 107 | 基於RTL與OpenCL在FPGA上實現Reed-Solomon編碼加速器之效能與效率比較 | 藍莉婷 |
| 107 | 基於半監督式學習及具識別度損失函數之皮膚病變分類 | 羅翊修 |
| 107 | 基於隨機影像遮蔽式資料擴增之臉部年齡及性別辨識 | 許家源 |
| 107 | 在嵌入式系統上實現基於深度學習之即時臉部表情辨識 | 李庚澔 |
| 106 | 實現於純FPGA之基於HOG之即時行人檢測系統 | 羅建華 |
| 106 | 基於顏色差異之迭代超像素分割 | 洪國晉 |
| 106 | 僅使用深度相機之視線偵測 | 蔡杰修 |
| 106 | 使用FT601晶片重新設計OpenJTAG轉換器 | 鄭博文 |
| 106 | 多核心嵌入式系統的效能與功耗之研究 | 曹爾習 |
| 106 | 實現在可程式系統晶片平台之影像強化應用 | 邱子耀 |
| 106 | 利用接縫剪裁之物件移除演算法 | 黃珮瑜 |
| 105 | 基於膚色區塊資訊輔助之即時手勢追蹤與辨識系統 | 張凱倫 |
| 105 | 基於隨機臉部區塊之混合式多特徵年齡估測系統 | 張致翰 |
| 105 | 基於曝光融合的Retinex 圖像增強演算法 | 許閔智 |
| 104 | 利用局部相似關係之快速影像修補演算法 | 林穎傑 |
| 104 | Droculus: A Real-time Stereo Video and Control System Using AR.Drone and Oculus Rift | Sasongko Wahyu Kumoro |
| 104 | 基於色彩變異數與格狀分割法之超像素演算法 | 黃敬棋 |
| 104 | 基於LBP與WLD混合型特徵之輪軸機器人手勢操作系統 | 洪健涵 |
| 104 | 基於邊緣的稀疏點到稠密點深度演算法 | 吳仕鈞 |
| 104 | 使用連續影像之快速3D場景重建方法 | 宋柏毅 |
| 104 | Intuitive Hand Gesture Design for Indoor Unmanned Aerial Vehicle Control | Dimas Herjuno |
| 103 | 運用視覺偵測可視衛星遮蔽在GPS定位精度之改善(共同指導:高維文教授)˙ | 吳國華 |
| 103 | 嵌入式系統之多聲道WAVE檔音源輸出研究與實現 | 張世昌 |
| 103 | 基於FPGA實現的可適應性背景建模與即時移動物件偵測系統 | 許志光 |
| 103 | 移植Android 4.2.2 Jelly bean於嵌入式多媒體平台Cubieboard2之方法研究 | 陳冠羽 |
| 103 | 基於X86 系統具人臉辨識功耗改善系統之研究 | 李宗翰 |
| 103 | Human Following and Gesture Recognition for Mobile Robot using an RGB-D Camera | Minh Quoc Do |
| 103 | 基於深度資訊之手勢辨識 | 陳帷綸 |
| 103 | Mobile Augmented Reality as a Chinese Menu Translator | Dimas Arioputra |
| 103 | 基於雙層式網格狀分割法之超像素演算 | 林家樂 |
| 102 | 植基於相似度計算與CUDA架構之網路分群 | 吳柏毅 |
| 102 | 基於影像之嵌入式交通號誌動態調控系統 (共同指導:許孟超教授) | 葉正傑 |
| 102 | 基於高斯混合模型色彩直方圖之單張影像行人辨識系統 | 魏毓倫 |
| 101 | CUDA平行處理與OFDM上的應用 | 鄭重文 |
| 101 | 複雜環境下之車道線截取方法 | 張俊淯 |
| 101 | 基於擴增實境之互動式虛擬控制系統 | 黃百瑞 |
| 101 | 結合直覺式統計與機器學習之行人偵測 | 李佳蓁 |
| 101 | 場景結構之即時重建 | 陳毅安 |
| 101 | 使用High Performance Linpack之EXTOLL網路介面效能評估 | 張齊文 |
| 101 | 數位浮水印強健性之分析與比較 | 賴俊智 |
| 101 | American Sign Language Recognition Using Principle Component Analysis and Dynamic Time Warping | Fiqhi |
| 101 | Mobile Book Cover Recognition Using Text and Feature Extraction | Ronny |
| 101 | 多深度攝影機之視野對齊 | 胡維中 |
| 101 | 基於深度之家電用手勢控制 | 吳治宏 |
| 100 | 可節省彩色印刷之近似K值演算法 | 胡瑋愷 |
| 100 | 利用支持向量機的影像文字偵測方法 | 魏貽誠 |
| 100 | 室內抽菸事件偵測與辨識 | 卞則倫 |
| 100 | 基於網格晶片網路的多處理器平台之全域照明渲染演算法 (共同指導:林銘波教授) | 馬荷達菲勒普 |
| 100 | 使用分離式字典之嵌入式系統指令壓縮 | 王為之 |
| 99 | 應用於RISC/VLIW架構上之低功率程式碼壓縮方法 | 林哲瑋 |
| 99 | 利用互斥或參照方法提升以字典為基礎之RISC/VLIW程式碼壓縮技術 | 陳瑞春 |
| 學年 | 專題題目 | 學生 |
|---|---|---|
| 112 | 智慧辨識發票兌獎盒 | 李奕儒、曾奕宸 |
| 112 | 影像辨識之物件計數 | 易維泰、曾勛豊 、林展⽲ |
| 112 | 基於影像辨識的芒果品質評估裝置 | 陳加 |
| 111 | 智慧型攝影系統 | 廖真輝 |
| 110 | 智慧型攝影系統 | 楊智皓、詹振宇 |
| 110 | 車用深度學習影像辨識系統 | 彭冠傑、陳長信、王敬翔 |
| 109 | 智慧型攝影系統 | 游宇翔、莊家豪 |
| 109 | 影像辨識-健身動作偵測 | 鄭子文、吳祺楨 |
| 108 | 撲克牌辨識系統 | 游士和、楊忠霖 |
| 108 | 智慧型攝影系統 | 郭倍誠、石孟台、王奕順 |
| 105 | 智慧型攝影系統 | 簡德輝、賴優和、蔣勤 |
| 104 | 智慧型攝影系統 | 傅彥翔、楊嘉玟 |
| 103 | 智慧型攝影系統建構 | 麥凱鈞 |
| 103 | 數位影像處理專題 | 黃冠友 |
| 102 | 智慧型攝影系統 | 張裕凱 |
| 102 | 智慧型攝影系統建構 | 楊容瑋 |
| 102 | Freescale Cup 自走車 (許孟超老師共同指導) | 沈育宏、范綱炘 |
| 101 | 智慧型攝影系統 | 邱仕翔、羅子瑞 |
| 101 | 智慧型攝影系統建構 | 宋柏毅 |
| 101 | 智慧型攝影系統建構 | 謝耀丞、莊廷偉 |
| 101 | Android系統下之智慧型攝影系統建構 | 莊秉林、陳冠霖 |
| 101 | 智慧型攝影系統建構 | 洪建涵 |
| 101 | 智慧型攝影系統建構 | 鍾翔宇、廖品昕 |
| 100 | 智慧型攝影系統 | 張印廷、黃志遠 |
| 100 | 智慧型攝影系統 | 周軒廷、吳宗鴻 |
| 100 | 智慧型攝影系統 | 朱陳偉、黃宥順 |
| 99 | 智慧型多工導航車 | 林立元、彭敬鈞 |
| 98 | 使用三軸加速度感測器之遙控裝置 | 張紘瑋、郭柏成 |
| 98 | 智慧型攝影機 -動物辨識 | 楊雅琇 |
| 98 | 全自動凸多面體三維表面模型重建 | 陳毅安 |
| 98 | 使用三軸加速度感測器之遙控裝置 | 陳讚、胡維中 |
| 98 | 使用三軸加速度感測器之遙控裝置 | 鄭力行 |
| 97 | 智慧型攝影系統建構 | 張俊淯 |
| 97 | 視覺引導機械手臂操作技術 | 林全鋒、黃啟軍 |
| 年份 | 事蹟 |
|---|---|
| 2024 | 國際電機電子工程師學會台北分會2023年傑出論文獎(蔡潔) |
| 2022 | 2022 Careerhack 線上校園黑客松競賽獲得C組第二名 (劉冠甫、廖彥瑋、郭倍誠、賴聖傑) (陳郁堂、陳永耀老師共同指導) |
| 2016 | 參與執行「多輸入多輸出智慧型可重組態之電池管理系統」計畫，獲頒105年度科技部前瞻學術研究計畫特優獎 |
| 2015 | Altera 亞洲創新設計大賽佳作(蔡唯翔、許閔智、黃敬棋) |
| 2015 | 4C電子聯盟聯盟期末成果-跨領域應用專題展示特優(蔡唯翔、黃敬棋、許閔智) |
| 2014 | ARM Code-O-Rama設計競賽 Cortex-M平台組佳作 (Minh Quoc Do, 張凱倫,陳帷綸) |
| 2013 | 101年度最佳專題(智慧型攝影系統建構, 宋柏毅) |
| 2013 | ARM Code-O-Rama設計競賽 Cortex-M平台組第二名 (林家樂、楊浩榆、Dimas Herjuno) |
| 2010 | Altera 亞洲創新設計大賽佳作(胡瑋愷、卞則倫、張俊淯) |
| 2009 | 98年度最佳專題(視覺引導機械手臂操作技術) |