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國立臺北科技大學 學術資源網

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黃士嘉教授Shih-Chia Huang

現職:
臺北科大/電子工程系
聯絡方式:

期刊論文

  • "Fidan: a predictive service demand model for assistingnursing home health-care robots", Connection Science, 35, 1, 1-22, 2023/10, SCI
  • "SFA-Net: A Selective Features Absorption Network for Object Detection in Rainy Weather Conditions", IEEE Transactions on Neural Networks and Learning Systems, 34, 8, 5122-5132, 2023/08, SCI
  • "RodNet: An Advanced Multidomain Object Detection Approach Using Feature Transformation with Generative Adversarial Networks", IEEE Sensors Journal, 23, 15, 17531-17540, 2023/08, SCI
  • "3FL-Net: An Efficient Approach for Improving Performance of Lightweight Detectors in Rainy Weather Conditions", IEEE Transactions on Intelligent Transportation System, 24, 4, 4293-4305, 2023/04, SCI
  • "Underwater Image Enhancement Based on Histogram-Equalization Approximation Using Physics-Based Dichromatic Modeling", Sensors, 22, 6, 2168-2181, 2022/03, SCI
  • "Self-Adaptive Feature Transformation Networks for Object Detection in low luminance Images", ACM Journals, 2022/02, SCI
  • "SFA-Net: A Selective Features Absorption Network for Object Detection in Rainy Weather Conditions", IEEE Transactions on Neural Networks and Learning Systems, 2022/02, SCI
  • "An Advanced Noise Reduction and Edge Enhancement Algorithm", Sensors, 21, 16, 5391-5402, 2021/08, SCI
  • "An Efficient Single Image Enhancement Approach Using Luminance Perception Transformation", IEEE Transactions on Emerging Topics in Computing, 9, 2, 1083-1094, 2021/04, SCI
  • "Image Dehazing in Disproportionate Haze Distributions", IEEE Access, 9, 44599 - 44609, 2021/03, SCI
  • "SFA-Net: A Selective Features Absorption Network for Object Detection in Rainy Weather Conditions", IEEE Transactions on Neural Networks and Learning Systems, 2021/01, SCI
  • "Distinguishing between fake news and satire with transformers", Expert Systems with Applications, 2021/01, SCI
  • "Self-Adaptive Feature Transformation Networks for Object Detection in low luminance Images", ACM Transactions on Intelligent Systems and Technology, 2021/01, SCI
  • "Detecting High-Engaging Breaking News Rumors in Social Media", ACM Transactions on Management Information Systems, 12, 1, Article 8, 1-16, 2020/12, EI
  • "LD-Net: An Efficient Lightweight Denoising Model Based on Convolutional Neural Network", IEEE Open Journal of the Computer Society, 1, 173 - 181, 2020/07, EI
  • "DesnowGAN: An Efficient Single Image Snow Removal Framework using Cross-resolution Lateral Connection and GANs", IEEE Transactions on Circuits and Systems for Video Technology, 1, 1, 1-9, 2020/06, SCI
  • "Restoration of Images With High-Density Impulsive Noise Based on Sparse Approximation and Ant-Colony Optimization", IEEE Access, 8, 99180 - 99189, 2020/05, SCI
  • "DSNet: Joint semantic learning for object detection in inclement weather conditions", IEEE transactions on pattern analysis and machine intelligence, 1, 1, 1-12, 2020/03, SCI
  • "Single Image Snow Removal Using Sparse Representation and Particle Swarm Optimizer", ACM Transactions on Intelligent Systems and Technology, 11, 2, Article No.20, 1-15, 2020/03, SCI
  • "An Evolutionary Multiobjective Carpool Algorithm Using Set-Based Operator Based on Simulated Binary Crossover", IEEE Transactions on Cybernetics, vol. 49, no. 9, 3432-3442, 2019/09, SCI
  • "Novel IoT-Based Privacy-Preserving Yoga Posture Recognition System Using Low-Resolution Infrared Sensors and Deep Learning", IEEE Internet of Things Journal, vol. 6, no. 4, 7192-7200, 2019/08, SCI
  • "Cross-Resolution Feature Fusion for Fast Hand Detection in Intelligent Homecare Systems", IEEE Sensors Journal, vol. 19, no. 12, 4696-4704, 2019/06, SCI
  • "iDiSC: A New Approach to IoT-Data-Intensive Service Components Deployment in Edge-Cloud-Hybrid System", IEEE Access, vol. 7, 59172-59184, 2019/05, SCI
  • "Self-Organizing Neuro-evolution for solving Carpool Service Problem with Dynamic Capacity to Alternate Matches", IEEE Transactions on Neural Networks and Learning Systems, vol. 30, no. 4, 1048-1060, 2019/04, SCI
  • "Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN", IEEE Journal of Biomedical and Health Informatics, vol. 23, no. 2, 693-702, 2019/03, SCI
  • "An Ant Path-Oriented Carpooling Allocation Approach to Optimize the Carpool Service Problem with Time Windows", IEEE Systems Journal, vol. 13, no. 1, 994-1005, 2019/03, SCI
  • "QaMeC: A QoS-driven IoVs application optimizing deployment scheme in multimedia edge clouds", Future Generation Computer Systems, vol. 92, no. 1, 17-28, 2019/03, SCI
  • "A Gray Relational Analysis-Based Motion Detection Algorithm for Real-World Surveillance Sensor Deployment", IEEE Sensors Journal, vol. 19, no. 3, 1019-1027, 2019/02, SCI
  • "Multi-Resident Activity Recognition in a Smart Home Using RGB Activity Image and DCNN", IEEE Sensors Journal, 18, 23, 1-10, 2018/12, SCI
  • "A Grey Relational Analysis-Based Motion Detection Algorithm for Real-World Surveillance Sensor Deployment", IEEE Sensors Journal, PP, 99, 1-9, 2018/11, SCI
  • "Smart TV Face Monitoring for Children Privacy", Journal of Internet Technology, 19, 5, 1577-1583, 2018/09, SCI
  • "Removing Haze Particles from Single Image via Exponential Inference with Support Vector Data Description", IEEE Transactions on Multimedia, 20, 9, 2503-2512, 2018/09, SCI
  • "Haze Removal Using Radial Basis Function Networks for Visibility Restoration Applications", IEEE Transactions on Neural Networks and Learning Systems, 29, 8, 3828-3838, 2018/08, SCI
  • "A Heuristic Multi-Objective Optimization Algorithm for Solving the Carpool Services Problem Featuring High-Occupancy-Vehicle Itineraries", IEEE Transactions on Intelligent Transportation Systems, 19, 8, 2663-2674, 2018/08, SCI
  • "Self-Organizing Neuroevolution for SolvingCarpool Service Problem With DynamicCapacity to Alternate Matches", IEEE transactions on neural networks and learning systems, PP, 99, 1-13, 2018/08, SCI
  • "An Evolutionary Multiobjective Carpool Algorithm Using Set-Based Operator Based on Simulated Binary Crossover", IEEE Transactions on Cybernetics, PP, 99, 1-11, 2018/07, SCI
  • "Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN", IEEE Journal of Biomedical and Health Informatics, PP, 99, 1-11, 2018/05, SCI
  • "An Ant Path-Oriented Carpooling Allocation Approach to Optimize the Carpool Service Problem With Time Windows", IEEE Systems Journal, PP, 99, 1-12, 2018/03, SCI
  • "DesnowNet: Context-Aware Deep Network for Snow Removal", IEEE Transactions on Image Processing, 27, 1, 3064-3073, 2018/02, SCI
  • "Counter-propagation artificial neural network-based motion detection algorithm for static-camera surveillance scenarios", Neurocomputing, 273, 1, 481-493, 2018/01, SCI
  • "Device-Free Non-Privacy Invasive Classification of Elderly Travel Patterns in A Smart House Using PIR Sensors and DCNN", IEEE Sensors Journal, 18, 1, 390-400, 2018/01, SCI
  • "Underwater Fish Tracking for Moving Cameras Based on Deformable Multiple Kernels", IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 47, 9, 2467-2477, 2017/09, SCI
  • "Error-Optimized Sparse Representation for Single Image Rain Removal", IEEE Transactions on Industrial Electronics, 64, 8, 6573-6581, 2017/08, SCI
  • "Front-Door Event Classification Algorithm for Elderly People Living Alone in Smart House Using Wireless Binary Sensors", IEEE Access, 5, 10734-10743, 2017/06, SCI
  • "Eliminating Driving Distractions: Human-Computer Interaction with Built-In Applications", IEEE Vehicular Technology Magazine, 12, 1, 20-29, 2017/03, SCI
  • "A Fastest Patchwise Histogram Construction Algorithm Based on Cloud-Computing Architecture", International Journal of Web Services Research, 14, 1, 1-12, 2017/01, SCI
  • "Smart Car", IEEE Computational Intelligence Magazine, 11, 4, 46-58, 2016/11, SCI
  • "Edge Collapse-Based Dehazing Algorithm for Visibility Restoration in Real Scenes", IEEE/OSA Journal of Display Technology, 12, 9, 964-970, 2016/09, SCI
  • "Improved Global Motion Estimation via Motion Vector Clustering for Video Stabilization", Engineering Applications of Artificial Intelligence, 54, 39-48, 2016/09, SCI
  • "Stochastic Set-Based Particle Swarm Optimization Based on Local Exploration for Solving the Carpool Service Problem", IEEE Transactions on Cybernetics, 46, 8, 1771-1783, 2016/08, SCI
  • "Optimisation of automatic face annotation system used within a collaborative framework for online social networks", IET Computer Vision, 10, 5, 349-356, 2016/08, SCI
  • "A High-Efficiency and High-Speed Gain Intervention Refinement Filter for Haze Removal", IEEE/OSA Journal of Display Technology, 12, 7, 753-759, 2016/07, SCI
  • "A Morphological Mean Filter for Impulse Noise Removal", IEEE/OSA Journal of Display Technology, 12, 4, 344-350, 2016/04, SCI
  • "Services-Oriented Computing using Compact Genetic Algorithm for Solving the Carpool Services Problem", IEEE Transactions on Intelligent Transportation Systems, 16, 5, 2711-2722, 2015/10, SCI
  • "Multimedia Services in Cloud-based Vehicular Networks", IEEE Intelligent Transportation Systems Magazine, 7, 3, 66-79, 2015/10, SCI
  • "Optimization of the Carpool Service Problem via a Fuzzy Controlled Genetic Algorithm", IEEE Transactions on Fuzzy Systems, 23, 5, 1698-1712, 2015/10, SCI
  • "A Hybrid Background Subtraction Method with Background and Foreground Candidates Detection", ACM Transactions on Intelligent Systems and Technology, 7, 1, 1-14, 2015/10, SCI
  • "An Integral Non-local Means Algorithm for Image Noise Suppression", IET Electronics Letters, 51, 19, 1494-1495, 2015/09, SCI
  • "A Hierarchical Air light Estimation Method for Image Fog Removal", ELSEVIER Engineering Applications of Artificial Intelligence, vol. 43, pp. 27-34, 2015/08, SCI
  • "Hazy Image Restoration by Bi-Histogram Modification", ACM Transactions on Intelligent Systems and Technology, vol. 6, no. 4, Article 50, 2015/07, SCI
  • "An Advanced Single Image Visibility Restoration Algorithm for Real-World Hazy Scenes", IEEE Transactions on Industrial Electronics, vol. 62, no. 5, pp. 2962-2972, 2015/05, SCI
  • "An Advanced Visibility Restoration Algorithm for Single Hazy Images", ACM Transactions on Multimedia Computing Communications and Applications, vol. 11, no. 4, Article 53, 2015/04, SCI
  • "Probabilistic Neural Networks based Moving Vehicles Extraction Algorithm for Intelligent Traffic Surveillance Systems", Information Sciences, vol. 299, no. 1, pp. 283-295, 2015/04, SCI
  • "A Genetic Algorithm-based Approach to Solve Carpool Service Problem in Cloud Computing", IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 1, pp. 352-364, 2015/02, SCI
  • "A Background Model Re-Initialization Method Based on Sudden Luminance Change Detection", Engineering Applications of Artificial Intelligence, vol. 38, pp. 138-146, 2015/02, SCI
  • "An Efficient Visibility Enhancement Algorithm for Road Scenes Captured by Intelligent Transportation System", IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 5, pp. 2321-2332, 2014/10, SCI
  • "A High-Efficiency and High-Accuracy Fully Automatic Collaborative Face Annotation System for Distributed Online Social Networks", IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 10, pp. 1800-1813, 2014/10, SCI
  • "Visibility Restoration of Single Hazy Images Captured in Real-World Weather Conditions", IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 10, pp. 1814-1824, 2014/10, SCI
  • "Automatic Moving Object Extraction Through a Real-World Variable-Bandwidth Network for Traffic Monitoring Systems", IEEE Transactions on Industrial Electronics, 61, 4, 2099-2112, 2014/04, SCI
  • "An Advanced Moving Object Detection Algorithm for Automatic Traffic Monitoring in Real-World Limited Bandwidth Networks", IEEE Transactions on Multimedia, vol. 16, no. 3, pp. 837-847, 2014/04, SCI
  • "Radial Basis Function Based Neural Network for Motion Detection in Dynamic Scenes", IEEE Transactions on Cybernetics, 44, 1, 114-125, 2014/01, SCI
  • "Highly Accurate Moving Object Detection in Variable-Bit-Rate Video-Based Traffic Monitoring Systems", IEEE Transactions on Neural Networks and Learning Systems, 24, 12, 1920-1931, 2013/12, SCI
  • "Image Contrast Enhancement for Preserving Mean Brightness without Losing Image Features", ELSEVIER Engineering Applications of Artificial Intelligence, 26, 5, 1487-1492, 2013/05, SCI
  • "Efficient Histogram Modification Using Bilateral Bezier Curve for the Contrast Enhancement", IEEE/OSA Journal of Display Technology, 9, 1, 44-50, 2013/03, SCI
  • "Efficient Contrast Enhancement Using Adaptive Gamma Correction with Weighting Distribution", IEEE Transactions on Image Processing, 9, 1, pp. 1032-1041, 2013/03, SCI
  • "Motion Detection with Pyramid Structure of Background Model for Intelligent Surveillance Systems", ELSEVIER Engineering Applications of Artificial Intelligence, 2012/02, SCI
  • "Scene Analysis for Object Detection in Advanced Surveillance Systems using Laplacian Distribution Model", IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews, 41, 5, 589-598, 2011/09, SCI
  • "Illumination-Sensitive Background Modelling Approach for Accurate Moving Object Detection", IEEE Transactions on Broadcasting, 2011/07, SCI
  • "An Advanced Motion Detection Algorithm with Video Quality Analysis for Video Surveillance Systems", IEEE Transactions on Circuits and Systems for Video Technology, 21, 1, 1-14, 2011/01, SCI
  • "Foreground-Adaptive Motion Detection in Broad Surveillance Environments", IEICE Transactions on Fundamentals, E93-A, 11, 2096-2097, 2010/11, SCI

專書著作

  • Principles and Labs for Deep Learning, Elsevier ISBN: 9780323901987, 2021/01/25
  • 輕鬆學會Google TensorFlow 2.0人工智慧深度學習實作開發(第二版), 博碩, ISBN:9789864344635, 2020/02/05
  • 輕鬆學會iPhone APP實作開發:精心設計17個Lab讓你輕鬆上手, 博碩, ISBN-9789864344550, 2020/01/13
  • 輕鬆學會Google TensorFlow 2.0 人工智慧深度學習實作開發, 博碩, ISBN-9789864344178, 2019/08/30
  • 輕鬆學會LINE程式設計與AI聊天機器人實作開發, 博碩, ISBN-9789864344062, 2019/07/23
  • 7天學會大數據資料處理—NoSQL(第三版):MongoDB入門與活用, 博碩, ISBN-9789864343942, 2019/05/24
  • 輕鬆學會Android Kotlin實作開發:精心設計16個Lab讓你快速上手, 博碩, ISBN-9789864343751, 2019/03/14
  • 7天學會大數據資料處理—NoSQL:MongoDB入門與活用(第二版), 博碩, ISBN-9789864342334, 2017/08/08
  • Android專案開發實戰:叫車服務App的設計實務大解密, 博碩, 9864-341847, 2017/03/10
  • 7天學會大數據資料處理 NoSQL:MongoDB入門與活用, 博碩, 2229-3965, 2016/04/10
  • 7天學會大數據資料處理 NoSQL:MongoDB入門與活用, 博碩, 9789-8643, 2016/04/10

研討會論文

  • "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services", 2023 IEEE International Conference on Web Services (ICWS), Chicago, 2023/07/02
  • "SFG-Net: an Efficient Image to Image Translation Approach for Synthetic Fog Generation", IEEE International Conference on Consumer Electronics, Taipei, 2022/07/06
  • "Data Augmentation for Improving SSD Performance in Rainy Weather Conditions", 2020 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-Taiwan), Taoyuan, 2020/09/28
  • "An Improvement of RetinaNet for Hand Detection in Intelligent Homecare Systems", 2020 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-Taiwan), Taoyuan, 2020/09/28
  • "Smartly Deploying WeChat Mobile Application on Cloud Foundry PaaS", International Conference on Smart Computing and Communication, Waseda University, 2018/12/10
  • "Intelligent Multi-Agent Collaboration Model for Smart Home IoT Security", 2018 IEEE International Congress on Internet of Things (ICIOT), SAN FRANCISCO, 2018/07/02
  • "An efficient hand detection method based on convolutional neural network", 2018 7th International Symposium on Next Generation Electronics (ISNE), Taipei City, 2018/05/07
  • "A novel shot detection approach using 8-neighbors and key-colors", 2018 7th International Symposium on Next Generation Electronics (ISNE), Taipei City, 2018/05/07
  • "Device-free Non-invasive Front-door Event Classification Algorithm for Forget Event Detection Using Binary Sensors in the Smart House", IEEE International Conference on Systems, Man, and Cybernetics, Banff, 2017/10/05
  • "A Study of Detecting Child Pornography on Smart Phone", International Conference on Network-Based Information Systems, Ryerson University, 2017/08/24
  • "Towards a Privacy Rule Conceptual Model for Smart Toys", Hawaii International Conference on System Sciences, Hawaii, USA, 2017/01/04
  • "A Glance of Child's Play Privacy in Smart Toys", International Conference on Cloud Computing and Security (ICCCS 2016), Nanjing, 2016/07/29
  • "Denoising Using Inverse-Distance Weighting with Sparse Approximation", IEEE International Symposium on Multimedia, San Jose, California, USA, 2016/07/29
  • "An IR LED Production Yield Estimation Method for IP-Camera", IEEE International Conference on Consumer Electronics, Taiepi, 2015/06/06
  • "A Block Restriction Method Using Guided Image Filter for Local Histogram Equalization", IEEE International Conference on Consumer Electronics, Taiepi, 2015/06/06
  • "Parametric Representation of Objects in Color Space Using One-Class Classifiers", Springer Machine Learning and Data Mining in Pattern Recognition (LNCS MLDM), St. Petersburg, Russia, 2014/07/21
  • "A Cloud-Computing Local Histogram Construction Algorithm for Big Image Data", IEEE BigData 2014 Taipei Satellite Session, Taipei, Taiwan, 2014/05/28
  • "A Block-Based Switch Median Filter for Removing High Density Salt-and-Pepper Noises", IEEE International Conference on Consumer Electronics, Taipei, Taiwan, 2014/05/26
  • "A L0 Norm Transmission Model for Defogging Images", IEEE International Conference on Consumer Electronics, Taipei, Taiwan, 2014/05/26
  • "An Automatic Face Annotation System Featuring High Accuracy for Online Social Networks", IEEE International Conference on Ubiquitous Intelligence and Computing, Vietri sul Mare, 2013/12/18
  • "Automatic Face Annotation System Used Pyramid Database Architecture for Online Social Networks", EEE International Conference on Ubiquitous Intelligence and Computing, Vietri sul Mare, 2013/12/18
  • "Improved Visibility of Single Hazy Images Captured in Inclement Weather Conditions", IEEE International Symposium on Multimedia, California, 2013/12/09
  • "Accurate Detection of Moving Objects in Traffic Video Streams over Limited Bandwidth Networks", IEEE International Symposium on Multimedia, California, 2013/12/09
  • "A Novel Visibility Restoration Algorithm for Single Hazy Images", IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2013), Manchester, 2013/10/13
  • "Visibility Enhancement of Single Hazy Images Using Hybrid Dark Channel Prior", IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2013), Manchester, 2013/10/13
  • "Optimizing the Carpool Service Problem with Genetic Algorithm in Service-based Computing", IEEE International Conference on Services Computing (IEEE SCC 2013), CA, 2013/06/27
  • "An Automatic Motion Detection Algorithm for Transport Monitoring Systems", IEEE International Symposium on Consumer Electronics, Hsinchu, 2013/06/03
  • "Fast car/human classification methods in the computer vision tasks", SPIE Optical Metrology, Munich, 2013/05/13
  • "Enhanced Extraction of Moving Objects in Variable Bit-Rate Video Streams", ACM Multimedia (ACM MM 2012), Nara, Japan, 2012/10/29
  • "A cloud computing framework for real-time carpooling services", IEEE International Conference on Data Mining and Intelligent Information Technology Applications (IEEE ICMIA2012), Taipei, Taiwan, 2012/10/23
  • "A Novel Moving Vehicles Extraction Algorithm over Wireless Internet,", IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012), Seoul, Korea, 2012/10/14
  • "An efficient Reconfigurable Architecture Design and Implementation of Image Contrast Enhancement Algorithm", IEEE International Conference on Embedded Software and Systems (IEEE ICESS 2012), Liverpool, England, UK, 2012/06/25
  • "Efficient Contrast Enhancement Using Adaptive Gamma Correction and Cumulative Intensity Distribution", IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2011), Alaska, 2011/10/09
  • "Dynamic Background Model Based on Radial Basis Function for Moving Object Detection", IEEE International Conference on Multimedia and Expo (IEEE ICME 2011), Barcelona, 2011/07/11
  • "Advanced Background Subtraction Approach Using Laplacian Distribution Model", IEEE International Conference on Multimedia and Expo (IEEE ICME 2010), 新加坡, 2010/07/17
  • "Advanced Motion Detection for Intelligent Video Surveillance Systems", ACM Symposium on Applied Computing (ACM SAC), 瑞士, 2010/03/22
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