| 林昌鴻 Chang Hong Lin |
|
|---|---|
| Position | |
| Professor | |
| Education | |
| Ph.D. degree in Electrical Engineering, Princeton University, U.S.A. | |
| chlin@mail.ntust.edu.tw | |
| Room | |
| IB 701-1 |
| Office Hours | by appointment |
|---|---|
| Telephone | 886-2-2737-6397 |
| Homepage | |
| Laboratory | Microsystems Lab.,Multimedia and Embedded Research |
| Major Field | Real-time human action analysis, power and thermal-aware VLSI design, distributed smart cameras, service-oriented architecture, next generation computer architecture, computer vision and artificial intelligence |
| Course | Digital System Design, Advanced computer architecture, Embedded system design, Programming Language, Intelligent Automobiles, Mult-core Processor Design, Logic Design, Algorithms, Computer Organization etc. |
| 2019.02 ~ 迄今 | Professor of NTUST |
| 2013.02 ~ 2019.01 | Associate Professor of NTUST |
| 2008.08 ~ 2013.01 | Assistant professor of NTUST |
| 2012 | 國立台灣科技大學101年度教學傑出獎 |
| 2001 | Fellowship from Princeton University |
Research Achievement
| [1] | 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. |
| [2] | 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. |
| [3] | 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. |
| [4] | 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”, ournal of Ambient Intelligence and Humanized Computing, Apr. 2022, doi: 10.1007/s12652-021-02958-8 |
| [5] | 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 |
| [6] | 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 |
| [7] | 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. |
| [8] | 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 |
| [9] | 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. |
| [10] | 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 |
| [11] | 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 |
| [12] | 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. |
| [13] | 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. |
| [14] | 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. |
| [15] | 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 |
| [16] | 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). |
| [17] | 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 |
| [18] | 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 |
| [19] | 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. |
| [20] | 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 |
| [21] | 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) |
| [22] | 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) |
| [23] | 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) |
| [24] | 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) |
| [25] | 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-) |
| [26] | 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). |
| [27] | 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] | 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 |
| [2] | 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 |
| [3] | 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 |
| [4] | 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 |
| [5] | 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. |
| [6] | 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 |
| [7] | 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 |
| [8] | 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 |
| [9] | 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. |
| [10] | 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 |
| [11] | 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 |
| [12] | 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 |
| [13] | 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 |
| [14] | 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 |
| [15] | 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 |
| [16] | 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 |
| [17] | K.-L. Chang, C.H. Lin, “Hand Gesture Control for Interactive Interface,” International Engineering Forum, Feb. 20-22, 2016, Taipei, Taiwan |
| [18] | 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 |
| [19] | 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 |
| [20] | 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 |
| [21] | I-A. Chen, S.-C. Wu, K.-L. Chang, C.H. Lin, "Real-Time Scene Structure Reconstruction," IGBSG, Apr. 2014 |
| [22] | 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 |
| [23] | Y.-L. Wei, C.H. Lin, "Single-Shot Person Re-Identification by Gaussian Mixture Model of Weighted Color Histograms," ISPACS, Nov. 2013 |
| [24] | C.-H. Wu, C.H. Lin, "Depth-based hand gesture recognition for home appliance control," 2013 IEEE International Symposium on Consumer Electronics, June 2013 |
| [25] | W.-C. Hu, C.H. Lin, "Field of View Alignment with Multiple RGB-D Cameras," 2013 IEEE International Symposium on Consumer Electronics, June 2013 |
| [26] | 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 |
| [27] | 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 |
| [28] | 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 |
| [29] | T.L. Bien, C. H. Lin, "Detection and Recognition of Indoor Smoking Events", ICDIP, April 2012. |
| [30] | 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-) |
| [31] | 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-) |
| [32] | 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. |
| [33] | 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-) |
| [34] | 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-) |
| [35] | 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-) |
| [36] | W. Wolf, S. Velipasalar, J. Schlessman, C.-Y. Chen, C. H. Lin, “Real-Time Distributed Tracking”, ICASSP 2007, April 2007 |
| [37] | 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 |
| [38] | C. H. Lin, W. Wolf, A. Dixon, X. Koutsoukos, J. Sztipanovits, “Design and Implementation of Ubiquitous Smart Cameras”, SUTC 2006, June 2006 |
| [39] | 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 |
| [40] | W. Wolf, C. H. Lin, “Operating system concepts in embedded computing”, ASEE Conf. & Expo, June 2005 |
| [41] | C. H. Lin, W. Wolf, “A Case Study in Clock Synchronization for Distributed Camera Systems”, Proceedings of SPIE, Vol. 5683, January 2005. |
| [42] | C. H. Lin, T. Lv, I. B. Ozer, W. Wolf, “A Peer-to-Peer Architecture for Distributed Real-Time Gesture Recognition”, ICME, June 2004. |
| [43] | C. H. Lin, Y. Xie, W. Wolf, “LZW-Based Code Compression for VLIW Embedded Systems”, DATE, February 2004 |
| [1] | INTERACTIVE OPERATION METHOD OF ELECTRONIC APPARATUS (B.R. Huang, C.H. Lin, and C.H. Lee) |
Research Achievement
| Title | Total Amount | Conduct From | Conduct Until | Client |
|---|---|---|---|---|
| 真實水下影像品質增強與水下物件偵測 | 800,000 | 11308 | 11407 | NSTC |
| 單一影像高動態範圍重建 | 743,000 | 1128 | 1137 | NSTC |
| Detection and Recognition of Multi-lingual Characters Based on Deep Learning | 856,000 | 10808 | 10907 | MOST |
| Superpixel algorithms based on grid-seams and network analysis | 1,503,000 | 10608 | 10807 | MOST |
| 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 | MOST |
| 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 | MOST |
| 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 | ITRI |
| 多攝影機的座標同步與補償模組化設計 | 500,000 | 10107 | 10112 | ITRI |
| 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 |
| An Image Contrast Enhancement Based on Fast Hexagonal and Bilateral Filter | 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 | NCPO |
| 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 |
| Design and Implementation of Low-Power Distributed Smart Cameras | 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 |
| Low-Power Distributed Smart Cameras for Human Action Analysis | 661,000 | 9808 | 9907 | 國科會 |
| IBM Cell & Pac Duo | IBM Cell & Pac Duo平台各乙套 | 9808 | 9907 | 國科會 |
| Low-power embedded system design using code compression | 660,000 | 9711 | 9810 | 國科會 |
Student
| Academic Year | Thesis Title | Student |
|---|---|---|
| 111 | A Green Printing Method Based on Human Perceptual and Color Difference Model | Pei-Chen Wu |
| Academic Year | Thesis Title | Student |
|---|---|---|
| 112 | Object Detection for Low-illumination Scenes Based on Enhanced YOLOv7 Architecture | 林家顯 |
| 112 | Two-Stage Debanding Method Based on cGAN Network | 張惠深 |
| 112 | Unsupervised Rapid Lowlight Enhancement via Deep Curve and Statistic Loss | 楊旻熹 |
| 112 | FlareDiffusion: Conditional Diffusion Model for Flare Removal | 鄭子文 |
| 112 | DGD: Distribution Guidance Diffusion for Scene Generation | 莊家豪 |
| 112 | Dual-Branch Vision Transformer Based Cross-View Geo-Localization | 陳益誠 |
| 111 | Combining Neural Network Decoder and Random Forest for Indoor Localization | Akhmad Lutfi Rusidi |
| 111 | Design of a RISC-V-based 128-bit VLIW Core with Dynamic Instruction Scheduling | 陳昱仁 |
| 111 | Enhancing Age and Gender Classification through cGAN-based Datat Augmentation | 蔡潔 |
| 111 | Real-world Underwater Image Enhancement Based on Automatic Color Enhancement and Fast GAN-based Architecture | 胡定緯 |
| 111 | Dual-branch Face Forgery Detection in Spatial and Frequency Domain Based on Convolutional ViT Structure | 謝宗豪 |
| 111 | Image Demoiréing Based on YUV Color Space and Feature Residual Connection of U-net Structure | 賴聖傑 |
| 110 | Single-Image HDR Reconstruction Based on Two-stage GAN Structure | 郭倍誠 |
| 110 | An Encoder-decoder Network for Crowd Counting Based on Multi-scale Attention Mechanism | 莊皓翔 |
| 110 | Label Generation with Normal Distribution and Result Merge for Scene Text Detection | 陳棣文 |
| 110 | Two Stage Skin Lesion Segmentation Network Based on Attention Mechanism | 李育誠 |
| 110 | Underwater Object Detection Based on Enhancement YOLOv4 Architecture | 劉京樺 |
| 109 | Facial Expression Recognition with Deep Learning Based on Global and Local Features | 謝宗廷 |
| 109 | Two-stage Single Image Deblurring Network Based on Deblur Kernel Estimation | 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 | Two-Stage Single Image Deblurring Network Based on Feature Enhancement Architecture | 劉子璞 |
| 109 | Binarized Object Detection Model Based on YOLOv3 Architecture and Its Hardware Accelerator | 黃偉倫 |
| 108 | Face Spoofing Detection Based on Image Distortion Analysis and Optical Flow Features | 吳星叡 |
| 108 | Real-world Underwater Image Enhancement Based on Two-stage GAN-based Architecture | 王稚淇 |
| 108 | Skin Lesion Classification Based on Multi-Model Ensemble with Generated Levels-of-Detail Images | 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) | Nguyen My Qui |
| 108 | Data Augmentation with Occluded Facial Features for Age and Gender Estimation | 林律恩 |
| 108 | Monocular Depth Estimation on Hazy Scenes Based on Two-stage Data Augmentation | 陳品光 |
| 108 | Thorax Symptom Classification Based on Data Augmentation, Uncertainty Label Handling, and Multi-model Ensemble | 劉員宏 |
| 108 | Iterative Superpixel Merging Based on Color Differences Using Region Adjacent Graph | 戴良豫 |
| 107 | Vision-Based Parking Slot Detection Based on End-to-End Semantic Segmentation Training | 簡德輝 |
| 107 | Implementation and Comparisons of Performance and Efficiency of RTL-based versus OpenCL-based FPGA Reed-Solomon Encoder Accelerator | 藍莉婷 |
| 107 | Skin Lesion Classification via Semi-supervised Learning and Discriminiative Loss Function | 羅翊修 |
| 107 | Age and Gender Recognition with Random Occluded Data Augmentation on Facial Images | 許家源 |
| 107 | Deep Learning Based Real-Time Facial Expression Recognition on Embedded Systems | 李庚澔 |
| 106 | Pure FPGA Implementation of An HOG Based Real-Time Pedestrian Detection System | Jain-Hua LUO |
| 106 | Iterative Superpixel Segmentation Based on Color Difference | K.-J. Hong |
| 106 | Gaze Direction Estimation Using Only A Depth Camera | J.-S. Tsai |
| 106 | Re-Design the OpenJTAG Adaptor by Using FT601 Chip | 鄭博文 |
| 106 | A Study of Performance and Power Consumption on Multicore Embedded Systems | 曹爾習 |
| 106 | Image Enhancement Application Implemented on an All Programmable SoC Platform | 邱子耀 |
| 106 | 利用接縫剪裁之物件移除演算法 | 黃珮瑜 |
| 105 | A Real-Time Hand Tracking and Gesture Recognition System Based on Skin Color Region Locating | Kai-Lun Chang |
| 105 | Age Estimation Based on Hybrid Features from Randomized Facial Blocks | Chih-Han Chang |
| 105 | Retinex image enhancement algorithm based on exposure fusion | Ming-Chih Hsu |
| 104 | Fast Image Completion Algorithm based on Local Similarity | Y.-J. Lin |
| 104 | Droculus: A Real-time Stereo Video and Control System Using AR.Drone and Oculus Rift | Sasongko Wahyu Kumoro |
| 104 | An Iterative Superpixel Algorithm based on Color Variances and Cross Seams | 黃敬棋 |
| 104 | Gesture Recognition Based on LBP and WLD Fusion Features for Mobile Robot Control Systems | 洪健涵 |
| 104 | Edge-based Sparse to Dense Disparity Algorithm | Shih-Chun Wu |
| 104 | A Fast 3D Scene Reconstructing Method Using Continuous Video | Bo-Yi Sung |
| 104 | Intuitive Hand Gesture Design for Indoor Unmanned Aerial Vehicle Control | Dimas Herjuno |
| 103 | GPS Accuracy Improvement with Satellite In-view Visual Detection | 吳國華 |
| 103 | Design and Implementation of Multi-Channel WAVE-Format Audio Output in an Embedded System | 張世昌 |
| 103 | FPGA-based Implementation of Adaptive Background Modeling and Real-time Moving Object Detection System | 許志光 |
| 103 | Porting Android 4.2.2 Jelly Bean to an Embedded Multimedia Platform: Cubieboard2 | 陳冠羽 |
| 103 | Implementation of Power Management on x86 Systems Based on Face Recognition | 李宗翰 |
| 103 | Human Following and Gesture Recognition for Mobile Robot using an RGB-D Camera | Minh Quoc Do |
| 103 | Depth-based Hand Gesture Recognition Using Hand Movements and Defects | Wei-Lun Chen |
| 103 | Mobile Augmented Reality as a Chinese Menu Translator | Dimas Arioputra |
| 103 | A Real-Time Superpixel Algorithm based on Two-Layered Grad Seams | J.-L. Lin |
| 102 | Network Clustering Using Structure Similarity with CUDA Architecture | Bo-Yi Wu |
| 102 | Image-based Dynamic Traffic Light Control on an Embedded System | Rodney Yeh |
| 102 | Single-Shot Person Re-identification by Gaussian Mixture Model of Weighted Color Histograms | Yu-Lun Wei |
| 101 | OFDM Application Using CUDA Parallel Processing | Austin Cheng |
| 101 | An Efficient Method for Lane-Mark Extraction in Complex Conditions | Chin-Yu Chang |
| 101 | A Virtual Interactive Manipulation System Based on Augmented Reality | Bai-Rui Huang |
| 101 | Pedestrian Detection Using Heuristic Statistics and Machine Learning | Chia-Chen Li |
| 101 | Real-Time Scene Structure Reconstruction | I-An Chen |
| 101 | Performance Evaluation of the EXTOLL Interface Using High-Performance Linpack | Kevin Chang |
| 101 | Analysis and Comparison in the Robustness of Digital Watermarking Algorithm | 賴俊智 |
| 101 | American Sign Language Recognition Using Principle Component Analysis and Dynamic Time Warping | Achmad Fiqhi Ibadillah |
| 101 | Mobile Book Cover Recognition Using Text and Feature Extraction | Ronny Haryanto |
| 101 | Field of View Alignment with Multiple RGB-D Cameras | Wei-Chung Hu |
| 101 | Depth-Based Hand Gesture Recognition for Home Appliance Control | Chih-Hung Wu |
| 100 | An Economic Color Printing Algorithm Using Approximate-K | Wei-Kai Hu |
| 100 | A Pyramidal Video Text Detection Method Based on SVM | Yi-Chen Wei |
| 100 | Detection and Recognition of Indoor Smoking Events | Tse-Lun Bien |
| 100 | Global Illumination Rendering on a Mesh-NoC-Based MPSoC (coadvised with Prof. Ming-Bo Lin) | Mehrdad Fallahpour |
| 100 | Code Compression for Embedded Systems Using Separated Dictionaries | Wei Jhih Wang |
| 99 | A Power-aware Code-compresion Scheme for RISC/VLIW Architecture | Che-Wei Lin |
| 99 | Improved Dictionary-based Code-compression Schemes with XOR Reference for RISC/VLIW Architecture | Rui-Chun Chen |
| Academic Year | Project Title | Student |
|---|---|---|
| 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 | Design of a smart camera system | 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 | Design of a smart camera system | 張裕凱 |
| 102 | Design of a smart camera system | 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 | Design of a smart camera system | 邱仕翔、羅子瑞 |
| 101 | Design of a smart camera system | 宋柏毅 |
| 101 | Design of a smart camera system | 謝耀丞、莊廷偉 |
| 101 | Design of an Android based smart camera system | 莊秉林、陳冠霖 |
| 101 | Design of a smart camera system | 洪建涵 |
| 101 | Design of a smart camera system | 鍾翔宇、廖品昕 |
| 100 | Smart camera systems | 張印廷、黃志遠 |
| 100 | Smart camera systems | 周軒廷、吳宗鴻 |
| 100 | Smart camera systems | 朱陳偉、黃宥順 |
| 99 | 智慧型多工導航車 | 林立元、彭敬鈞 |
| 98 | Remote-control System Using G-force Sensor | 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 | Remote-control System Using G-force Sensor | 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 |
| Year | Deeds |
|---|---|
| 2024 | IEEE Taipei Chapter 2023 Outstanding Thesis Award (Chieh Tsai) |
| 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 | 2nd Place in the 2013 ARM Code-O-Rama Design Contest |
| 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) |