| Name | TSAI,WEN-KAI |
|---|---|
| Job Title | Associate Professor |
| Group | System on Chip (SoC), System Control |
| Research Area | Image Object Detection and Recognition, Machine Vision, Chip Applications, Machine Learning, Artificial Intelligence |
| Office | EE Building 311 |
Ph.D. in Graduate School of Engineering Science and Technology, National Yunlin University of Science and Technology
| Year | Paper Title |
|---|---|
| 2024 | Real-time salient object detection based on accuracy background and salient path source selection, The Visual Computer, Jul. 2024 |
| 2022 | A low computational complexity algorithm for real-time salient object detection, The Visual Computer https://doi.org/10.1007/s00371-022-02513-2, Jun. 2022 |
| 2021 | High-accuracy vehicle lamp detection for real-time night-time traffic surveillance, IET Intelligent Transport Systems, vol. 14, pp. 1923-1934, Feb. 2021 |
| 2020 | Effective Reflection Suppression Method for Vehicle Detection in Complex Nighttime Traffic Scenes, Journal of Imaging Science and Technology, pp. 040402-1, Jul. 2020 |
| 2020 | High-accuracy vehicle lamp detection for realtime night-time traffic surveillance, IET Intelligent Transport Systems, pp. 1923-1934, 2020 |
| 2018 | Moving Object Tracking Algorithm Design for Unmanned Aerial Vehicle Platform, 2018 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2018, 2018 |
| 2017 | Low-complexity hopping DFT design based on a compact recursive structure, Electronics Letters, pp. 25-27, Jan. 2017 |
| 2017 | Vehicle detection algorithm based on modified gradient oriented histogram feature, Smart Innovation, Systems and Technologies, pp. 127-134, 2017 |
| 2016 | An efficient foreground object detection method using a color cluster-based background modeling algorithm, Proceedings - 2016 IEEE International Symposium on Computer, Consumer and Control, IS3C 2016, pp. 736-739, 2016 |
| Year | Paper Title |
|---|---|
| 2025 | 潘昱婷、蔡文凱, LION++:結合自適應軸方向特徵門控之三維物件偵測強化方法, 中華民國第三十三屆模糊理論及其應用研討會, Nov. 06-07, 2025, TWN臺灣 |
| 2019 | Wen-Kai Tsai (蔡文凱), Ting-Hao Hsu (許庭豪), Wei-Liang Lin (林威良), Da-Wei Jhuang (莊大緯), Xin-Zhi Wang(王信智), Pixel-based Color Contrast and Distribution Method for Saliency Object Detection, The 32nd IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2019 , 第三十二屆電腦視覺、圖學暨影像處理研討會), Aug. 25-27, 2019, TWN中華民國(臺灣) |
| 2018 | Wen-Kai Tsai, Ching-Ting Lu, Ming-Hwa Sheu,and Shin-Chi Lai, Moving Object Tracking Algorithm Design for Unmanned Aerial Vehicle Platform, IEEE International Conference on Consumer Electronics-Taiwan, May. 27-29, 2018, TWN中華民國(臺灣) |
| 2017 | THE IMPLEMENTATION OF OBJECT TRACKING ALGORITHM BY USING PTZ CAMERA, The 30th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2017) , Aug. 21-23, 2017, TWN中華民國(臺灣) |
| 2017 | Y.-H. Hung, T.-H. Hung, W.-C. Li, Y.-S. Jhang, W.-H. Juang, W.-K. Tsai, C.-H. Luo, and S.-C. Lai, Fast Prototype Design for ECG Signal Acquisition with a 3v-Output Digital Low-Dropout Regulator., 2017 Taiwan and Japan Conference on Circuits and Systems, Aug. 21-23, 2017, JPN日本 |
| 2016 | Wen-Kai Tsai, Sheng-Kai Lo, C hing-De Su, Ming-Hwa Sheu, Vehicle Detection Algorithm Based on Modified Gradient Oriented Histogram Feature, Twelfth International Conference on Intelligent Information Hiding and Multimedia Signal Processing(IIHMSP 2016), Nov. 21-23, 2016, TWN中華民國(臺灣) |
| 2016 | Ching-Ying Lu, Ming Hwa Sheu, Wen Kai Tsia and Kai-Xiang Yang, VLSI Architecture Design and Implementation Based on Edge-based Moving Object Tracking Algorithm, The 27th VLSI design/CAD symposium , Aug. 02-05, 2016, TWN中華民國(臺灣) |
| 2016 | Wen-Kai Tsai, Ming-Hwa Shue, An Efficient Foreground Object Detection Method Using a Color Cluster-Based Background Modeling Algorithm, 2016 International Symposium on Computer, Consumer and Control, Jul. 04-06, 2016, CHN大陸地區(大陸) |
| 2016 | Wen-Kai Tsai, Jian-Hui Chen, Ming-Hwa Sheu and Chi-Chia Sun, Object Detection Using Adaptive Block-based Background Model, 2016 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), May. 27-29, 2016, TWN中華民國(臺灣) |
| 2016 | 蔡文凱、賴信志、李明華, 嵌入式智慧型先進駕駛輔助系統設計與測試, 2016年第十五屆離島資訊技術與應用研討會議, May. 20-22, 2016, TWN中華民國(臺灣) |
| Project Category | Year | Project Title | Job Title | Period |
|---|---|---|---|---|
| 政府其他案件 | 2025 | 114學年度教育部教學實踐研究計畫-改善M型化學習成效之人工智慧課程教學實踐研究計畫 | 主持人 | 2025.08 ~ 2026.07 |
| 政府其他案件 | 2024 | 113年度教育部「有明確目標才有努力方向-基於競賽獲獎題目為教案之影像處理教學實踐計畫」 | 主持人 | 2024.08 ~ 2025.07 |
| 政府其他案件 | 2023 | 教育部112學年度「智慧晶片系統與應用課程推廣計畫」(人工智慧) | 主持人 | 2023.08 ~ 2024.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2023 | 科技部111年度優秀年輕學者研究-應用於助聽輔具之時頻分析、梅爾倒頻譜係數 與卷積神經網路演算整合雛型晶片設計 | 共同(協同)主持人 | 2023.08 ~ 2024.10 |
| 政府其他案件 | 2023 | 112年度教育部補助辦理大專校院STEM領域及女性研發人才培育計畫-「以STEM教育實踐於智駕車開源產業技術研發之人才培育計畫」(第三年) | 共同(協同)主持人 | 2023.08 ~ 2024.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2022 | 科技部111年度優秀年輕學者研究-應用於助聽輔具之時頻分析、梅爾倒頻譜係數 與卷積神經網路演算整合雛型晶片設計 | 共同(協同)主持人 | 2022.08 ~ 2023.10 |
| 企業產學計畫(含公營及私人企業) | 2022 | ACS-智能管理之客製化彩繪蛋糕服務 | 共同(協同)主持人 | 2022.08 ~ 2023.01 |
| 政府其他案件 | 2022 | 111年度教育部「大專校院教學實踐研究計畫- 基於模組化設計之程式設計教學研究計畫」 | 主持人 | 2022.08 ~ 2023.07 |
| 政府其他案件 | 2021 | 110年度教育部補助辦理大專校院STEM領域及女性研發人才培育計畫-「以STEM教育實踐於智駕車開源產業技術研發之人才培育計畫」(第一年) | 共同(協同)主持人 | 2021.08 ~ 2022.07 |
| 企業產學計畫(含公營及私人企業) | 2020 | ACS-蛋糕彩繪即時編輯系統開發 | 共同(協同)主持人 | 2020.08 ~ 2021.01 |
| 政府學術研究計畫-科技部專題研究計畫 | 2019 | 科技部108年度 【 基於電腦視覺的無人機之障礙物即時偵測與追蹤演算法 】(鼓勵技專校院從事實務型研究專案計畫) | 主持人 | 2019.08 ~ 2020.07 |
| 政府其他案件 | 2018 | 107年度教育部補助大學校院辦理人工智慧技術與應用領域系列課程計畫-發展智慧機器人整合系列課程 | 共同(協同)主持人 | 2018.12 ~ 2020.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2017 | 科技部106年度 【 超寬頻無線室內定位與多重感測器融合技術應用於模組化群組飛行機器 人之研究 】 | 共同(協同)主持人 | 2017.08 ~ 2018.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2016 | 科技部105年度 【 車輛智慧化系統之電腦視覺技術研究 】(新進人員研究計畫)學門名稱：影像/視訊處理與電腦視覺 | 主持人 | 2016.08 ~ 2017.07 |
| Year | Paper Title |
|---|---|
| 2024 | PAN, YU-TING, LION++: Enhancing 3D Object Detection via Adaptive Axis-wise Feature Gating and Hierarchical Spatio-Temporal Diffusion, 2024 |
| 2024 | HUANG, YI-HSIANG, Foreground detection based on multi-resolution co-occurrence background model in dynamic scenes, 2024 |
| 2024 | HSU, HSIN-YU, Attention-Augmented Feature Pyramid Networks with Cross-Stage and Global Context Enhancement for Small Object Detection, 2024 |
| 2023 | Hand Recognition Algorithm Using Hybrid Model of MediaPipe and Deep Learning, 2023 |
| 2023 | Effective Fall Detection based on YOLO-v4 for Person Detection, 2023 |
| 2023 | Denoising Autoencoder Design Applied on Photoplethysmography Signal, 2023 |
| 2023 | Based on YOLO Algorithm and Time-slice Images for Road Monitoring System, 2023 |
| 2022 | The Implementation of the Hardware Accelerator for Real-time Salient Object Detection based on Random Color Distance, 2022 |
| 2021 | Hierarchical Method for Saliency Object Detection Using Block-based Major Color Analysis, 2021 |
| 2021 | A Semantics Detection System for Profanity Based on MFCC Extraction Method in Speech Recognition by Using Convolutional Neural Network, 2021 |
| 2021 | The Saliency map Calculation of Effectively Selecting Saliency Seeds and Background Seeds based on Background Prediction, 2021 |
| 2018 | Image Saliency Map Computation Based on Color Distribution and Color Contrast, 2018 |
| 2018 | Night Vehicle Detection and Tracking Algorithm Based on Brightness Difference, 2018 |