鄭 旭詠, PhD

研究成果

每年研究成果 2000 2009 2010 2011 2012 2013 2014 2015 2016 2019 2020 2021 2022 2022

• 45 期刊論文
• 32 會議論文篇章
• 2 會議論文
• 2 編者言

每年研究成果

每年研究成果

搜尋結果

• 2022

  Applying a Deep Learning Neural Network to Gait-Based Pedestrian Automatic Detection and Recognition

  Lin, C. L., Fan, K. C., Lai, C. R., Cheng, H. Y., Chen, T. P. & Hung, C. M., 1 5月 2022, 於: Applied Sciences (Switzerland). 12, 9, 4326.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • gait 100%
  • learning 71%
  • Deep neural networks 63%
  • Convolutional neural networks 60%
  • Deep learning 58%

• Generating Dance Videos Using Pose Transfer Generative Adversarial Network with Multiple Scale Region Extractor and Learnable Region Normalization

  Cheng, H. Y., Yu, C. C. & Lin, C. L., 2022, 於: IEEE Multimedia. 29, 1, p. 47-54 8 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Experiments 100%
  1 引文 斯高帕斯（Scopus）

• Improved two-stage image inpainting with perceptual color loss and modified region normalization

  Cheng, H. Y., Yu, C. C. & Li, C. Y., 11月 2022, 於: Machine Vision and Applications. 33, 6, 94.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Color 100%
  • Textures 27%
  • Experiments 24%

• Scene Classification, Data Cleaning, and Comment Summarization for Large-Scale Location Databases

  Cheng, H. Y. & Yu, C. C., 1 7月 2022, 於: Electronics (Switzerland). 11, 13, 1947.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Cleaning 100%
  • Hotels 64%
  • Image classification 56%
  • Image processing 41%
• 2021

  Automatic Data Cleaning System for Large-Scale Location Image Databases Using a Multilevel Extractor and Multiresolution Dissimilarity Calculation

  Cheng, H. Y. & Yu, C. C., 2021, 於: IEEE Intelligent Systems. 36, 5, p. 49-56 8 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Cleaning 100%
  • Detectors 55%
  • Deep neural networks 34%
  • Convolutional neural networks 32%
  • Big data 32%
  1 引文 斯高帕斯（Scopus）

• Day-ahead to week-ahead solar irradiance prediction using convolutional long short-term memory networks

  Cheng, H. Y., Yu, C. C. & Lin, C. L., 12月 2021, 於: Renewable Energy. 179, p. 2300-2308 9 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Long short-term memory 100%
  4 引文 斯高帕斯（Scopus）

• Generating scenery images with larger variety according to user descriptions

  Cheng, H. Y. & Yu, C. C., 1 11月 2021, 於: Applied Sciences (Switzerland). 11, 21, 10224.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Recurrent neural networks 100%
  • Time 69%
  • Application 60%
  • Data storage equipment 58%
  • roads 51%

• Radar high-resolution range profile ship recognition using two-channel convolutional neural networks concatenated with bidirectional long short-term memory

  Lin, C. L., Chen, T. P., Fan, K. C., Cheng, H. Y. & Chuang, C. H., 1 4月 2021, 於: Remote Sensing. 13, 7, 1259.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • ship 100%
  • radar 84%
  • signal processing 14%
  • microwave 10%
  • learning 10%
  4 引文 斯高帕斯（Scopus）
• 2020

  Image Classification Using Synchronized Rotation Local Ternary Pattern

  Shih, H. C., Cheng, H. Y. & Fu, J. C., 1 2月 2020, 於: IEEE Sensors Journal. 20, 3, p. 1656-1663 8 p., 8876606.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • image classification 100%
  • Image classification 63%
  • histograms 28%
  • Discrete Fourier transforms 18%
  • Discrete wavelet transforms 18%
  5 引文 斯高帕斯（Scopus）

• Low-resource automatic cartoon image creation from limited samples

  Cheng, H. Y. & Yu, C. C., 8月 2020, 於: Journal of Visual Communication and Image Representation. 71, 102863.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Swarm intelligence 100%
  • Topology 56%
• 2019

  Ego-Lane Position Identification With Event Warning Applications

  Cheng, H. Y., Yu, C. C., Lin, C. L., Shih, H. C. & Kuo, C. W., 2019, 於: IEEE Access. 7, p. 14378-14386 9 p., 8620193.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Flow Analysis 100%
  • Classifier 99%
  • Advanced driver assistance systems 47%
  • Alarm systems 40%
  • Optical flows 40%
  7 引文 斯高帕斯（Scopus）

• Estimating solar irradiance on tilted surface with arbitrary orientations and tilt angles

  Cheng, H. Y., Yu, C. C., Hsu, K. C., Chan, C. C., Tseng, M. H. & Lin, C. L., 13 4月 2019, 於: Energies. 12, 8, 1427.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Irradiance 100%
  • Tilt 85%
  • Inclined 66%
  • Angle 51%
  • Arbitrary 31%
  7 引文 斯高帕斯（Scopus）
• 2018

  An approach to aligning regions of interest on infrared palm-dorsum images captured in contactless scenarios

  Lin, C. L., Chiang, H. F., Cheng, H. Y., Kuo, C. W. & Hsieh, J. W., 2018, 於: Journal of Marine Science and Technology (Taiwan). 26, 1, p. 73-83 11 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Biometrics 100%
  • Sanitation 87%
  • Infrared radiation 87%
  • biometry 78%
  • sanitation 40%

• Highway Traffic Flow Estimation for Surveillance Scenes Damaged by Rain

  Cheng, H. Y., 1 1月 2018, 於: IEEE Intelligent Systems. 33, 1, p. 64-77 14 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Rain 100%
  • Cameras 43%
  • Adaptive algorithms 30%
  • Clustering algorithms 27%
  • Feature extraction 23%
  8 引文 斯高帕斯（Scopus）
• 2017

  Cloud detection in all-sky images via multi-scale neighborhood features and multiple supervised learning techniques

  Cheng, H. Y. & Lin, C. L., 17 1月 2017, 於: Atmospheric Measurement Techniques. 10, 1, p. 199-208 10 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • supervised learning 100%
  • detection 42%
  • voting 18%
  • patch size 18%
  • detection method 15%
  27 引文 斯高帕斯（Scopus）

• Cloud tracking using clusters of feature points for accurate solar irradiance nowcasting

  Cheng, H. Y., 2017, 於: Renewable Energy. 104, p. 281-289 9 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Clustering algorithms 100%
  • Point groups 88%
  • Sun 56%
  • Merging 54%
  • Markov chains 53%
  29 引文 斯高帕斯（Scopus）
• 2016

  Hybrid solar irradiance now-casting by fusing Kalman filter and regressor

  Cheng, H. Y., 1 6月 2016, 於: Renewable Energy. 91, p. 434-441 8 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Kalman filters 100%
  • Casting 92%
  • Adaptive systems 59%
  • Electric fuses 55%
  • Mean square error 50%
  21 引文 斯高帕斯（Scopus）
• 2015

  Bimodal biometric verification using the fusion of palmprint and infrared palm-dorsum vein images

  Lin, C. L., Wang, S. H., Cheng, H. Y., Fan, K. C., Hsu, W. L. & Lai, C. R., 12 12月 2015, 於: Sensors (Switzerland). 15, 12, p. 31339-31361 23 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • biometrics 100%
  • veins 82%
  • Electric fuses 67%
  • Biometrics 64%
  • Infrared radiation 56%
  11 引文 斯高帕斯（Scopus）

• Block-based cloud classification with statistical features and distribution of local texture features

  Cheng, H. Y. & Yu, C. C., 10 3月 2015, 於: Atmospheric Measurement Techniques. 8, 3, p. 1173-1182 10 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • cloud classification 100%
  • texture 51%
  • distribution 24%
  • support vector machine 13%
  • preserve 11%
  28 引文 斯高帕斯（Scopus）

• Multi-model solar irradiance prediction based on automatic cloud classification

  Cheng, H. Y. & Yu, C. C., 11月 2015, 於: Energy. 91, p. 579-587 9 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Irradiance 100%
  • Multi-model 91%
  • cloud classification 89%
  • irradiance 59%
  • Crystalline Texture 59%
  20 引文 斯高帕斯（Scopus）

• Raindrop-tampered scene detection and traffic flow estimation for nighttime traffic surveillance

  Yu, C. C., Cheng, H. Y. & Jian, Y. F., 1 6月 2015, 於: IEEE Transactions on Intelligent Transportation Systems. 16, 3, p. 1518-1527 10 p., 6953115.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Cameras 100%
  • Support vector machines 56%
  • Experiments 25%
  10 引文 斯高帕斯（Scopus）
• 2014

  Bi-model short-term solar irradiance prediction using support vector regressors

  Cheng, H. Y., Yu, C. C. & Lin, S. J., 1 6月 2014, 於: Energy. 70, p. 121-127 7 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • irradiance 100%
  • prediction 51%
  • Support vector regression 40%
  • cloud cover 20%
  • image analysis 19%
  37 引文 斯高帕斯（Scopus）
• 2013

  Bi-feature verification for palmprint images captured in pegless scenarios

  Lin, C. L., Cheng, H. Y., Fan, K. C., Lu, C. W., Juan, C. J. & Kuo, C. W., 8月 2013, 於: International Journal of Pattern Recognition and Artificial Intelligence. 27, 5, 1356007.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Image resolution 100%
  • Biometrics 92%
  • Access control 87%
  • Support vector machines 74%
  • Control systems 57%
  3 引文 斯高帕斯（Scopus）

• Mixture models with skin and shadow probabilities for fingertip input applications

  Yu, C. C., Cheng, H. Y. & Lee, C. C., 2013, 於: Journal of Visual Communication and Image Representation. 24, 7, p. 819-828 10 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Skin 100%
  • Speech analysis 44%
  • Interfaces (computer) 36%
  3 引文 斯高帕斯（Scopus）

• Predicting solar irradiance with all-sky image features via regression

  Fu, C. L. & Cheng, H. Y., 11月 2013, 於: Solar Energy. 97, p. 537-550 14 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Error 100%
  • Energy 62%
  • Reaction Yield 54%
  • Mathematical operators 20%
  • Renewable energy resources 17%
  83 引文 斯高帕斯（Scopus）

• Segmentation of pedestrians with confidence level computation

  Cheng, H. Y., Zeng, Y. J., Lee, C. C. & Hsu, S. H., 8月 2013, 於: Journal of Signal Processing Systems. 72, 2, p. 87-97 11 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Confidence Level 100%
  • Segmentation 99%
  • Human 73%
  • Surveillance 70%
  • Human Detection 60%
  3 引文 斯高帕斯（Scopus）
• 2012

  Advanced formation and delivery of traffic information in intelligent transportation systems

  Cheng, H. Y., Gau, V., Huang, C. W. & Hwang, J. N., 7月 2012, 於: Expert Systems with Applications. 39, 9, p. 8356-8368 13 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Vehicular ad hoc networks 100%
  • Regain 58%
  • Adaptive modulation 55%
  • Intelligent systems 44%
  • Bandwidth 27%
  29 引文 斯高帕斯（Scopus）

• Detection of falsified face using motion information

  Yu, C. C., Wang, C. M., Cheng, H. Y. & Fan, K. C., 2012, 於: International Journal of Innovative Computing, Information and Control. 8, 12, p. 8165-8180 16 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Optical flows 100%
  • Motion 65%
  • Optical Flow 55%
  • Masks 42%
  • Flow fields 37%

• Vehicle detection in aerial surveillance using dynamic bayesian networks

  Cheng, H. Y., Weng, C. C. & Chen, Y. Y., 4月 2012, 於: IEEE Transactions on Image Processing. 21, 4, p. 2152-2159 8 p., 6054051.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Bayesian networks 100%
  • Antennas 63%
  • Color 58%
  • Edge detection 17%
  • Detectors 12%
  163 引文 斯高帕斯（Scopus）

• Video-based Chinese input system via fingertip tracking

  Yu, C. C., Cheng, H. Y., Lin, C. L., Lee, C. C., Hong, W. T. & Chuang, T. C., 30 10月 2012, 於: International Journal of Advanced Robotic Systems. 9

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Speech analysis 100%
  • Hidden Markov models 43%
  • Interfaces (computer) 40%
  • Cameras 30%
  • Trajectories 29%

• Video-based signature verification and pen-grasping posture analysis for user-dependent identification authentication

  Cheng, H. Y., Lin, C. L., Yu, C. C. & Gau, V., 9月 2012, 於: IET Computer Vision. 6, 5, p. 388-396 9 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Authentication 100%
  • Trajectories 54%
  • Cameras 27%
  8 引文 斯高帕斯（Scopus）
• 2011

  A novel approach to fast noise reduction of infrared image

  Lin, C. L., Kuo, C. W., Lai, C. C., Tsai, M. D., Chang, Y. C. & Cheng, H. Y., 1月 2011, 於: Infrared Physics and Technology. 54, 1, p. 1-9 9 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Noise abatement 100%
  • noise reduction 99%
  • Infrared radiation 83%
  • Infrared Imaging 47%
  • Reduction 44%
  16 引文 斯高帕斯（Scopus）

• Integrated video object tracking with applications in trajectory-based event detection

  Cheng, H. Y. & Hwang, J. N., 10月 2011, 於: Journal of Visual Communication and Image Representation. 22, 7, p. 673-685 13 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Object tracking 100%
  • Sampling 65%
  • Trajectories 64%
  • Monitoring 26%
  40 引文 斯高帕斯（Scopus）

• Intelligent highway traffic surveillance with self-diagnosis abilities

  Cheng, H. Y. & Hsu, S. H., 12月 2011, 於: IEEE Transactions on Intelligent Transportation Systems. 12, 4, p. 1462-1472 11 p., 6026251.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Headlights 100%
  • Adaptive systems 36%
  • Regression analysis 34%
  • Kalman filters 30%
  35 引文 斯高帕斯（Scopus）
• 2010

  A novel character segmentation method for text images captured by cameras

  Lue, H. T., Wen, M. G., Cheng, H. Y., Fan, K. C., Lin, C. W. & Yu, C. C., 10月 2010, 於: ETRI Journal. 32, 5, p. 729-739 11 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Mobile computing 100%
  • Optical character recognition 94%
  • Cameras 83%
  • Support vector machines 31%
  • Experiments 14%
  11 引文 斯高帕斯（Scopus）

• Connectivity based human body modeling from monocular camera

  Yu, C. C., Chen, Y. N., Cheng, H. Y., Hwang, J. N. & Fan, K. C., 3月 2010, 於: Journal of Information Science and Engineering. 26, 2, p. 363-377 15 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Camera 100%
  • Connectivity 71%
  • Human 70%
  • Cameras 55%
  • Modeling 51%
  5 引文 斯高帕斯（Scopus）

• Efficient human action and gait analysis using multiresolution motion energy histogram

  Yu, C. C., Cheng, H. Y., Cheng, C. H. & Fan, K. C., 2010, 於: Eurasip Journal on Advances in Signal Processing. 2010, 975291.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Gait analysis 100%
  • Bins 27%
  • Decomposition 18%
  • Experiments 8%
  15 引文 斯高帕斯（Scopus）

• Environment classification and hierarchical lane detection for structured and unstructured roads

  Cheng, H. Y., Yu, C. C., Tseng, C. C., Fan, K. C., Hwang, J. N. & Jeng, B. S., 2010, 於: IET Computer Vision. 4, 1, p. 37-49 13 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Color 100%
  • Maximum likelihood estimation 80%
  • Discriminant analysis 74%
  • Pixels 52%
  • Decomposition 50%
  49 引文 斯高帕斯（Scopus）
• 2009

  Adaptive particle sampling and adaptive appearance for multiple video object tracking

  Cheng, H. Y. & Hwang, J. N., 9月 2009, 於: Signal Processing. 89, 9, p. 1844-1849 6 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Object tracking 100%
  • Kalman filters 85%
  • Sampling 65%
  29 引文 斯高帕斯（Scopus）

• Advanced travel information system in heterogeneous networks

  Cheng, H. Y., Gau, V., Huang, C. W., Hwang, J. N. & Yu, C. C., 9月 2009, 於: World Academy of Science, Engineering and Technology. 57, p. 203-207 5 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Vehicular ad hoc networks 100%
  • Heterogeneous networks 90%
  • Information systems 70%
  • Adaptive modulation 55%
  • Information services 48%
  1 引文 斯高帕斯（Scopus）
• 2006

  Binarization method based on pixel-level dynamic thresholds for change detection in image sequences

  Cheng, H. Y., Wu, Q. Z., Fan, K. C. & Jeng, B. S., 5月 2006, 於: Journal of Information Science and Engineering. 22, 3, p. 545-557 13 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Binarization 100%
  • Image Sequence 91%
  • Change Detection 89%
  • Pixel 72%
  • Pixels 45%
  5 引文 斯高帕斯（Scopus）

• Lane detection with moving vehicles in the traffic scenes

  Cheng, H. Y., Jeng, B. S., Tseng, P. T. & Fan, K. C., 12月 2006, 於: IEEE Transactions on Intelligent Transportation Systems. 7, 4, p. 571-582 12 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Color 100%
  • Lighting 74%
  • Masks 43%
  • Pixels 34%
  188 引文 斯高帕斯（Scopus）
• 2005

  Motion detection via change-point detection for cumulative histograms of ratio images

  Wu, Q. Z., Cheng, H. Y. & Jeng, B. S., 4月 2005, 於: Pattern Recognition Letters. 26, 5, p. 555-563 9 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Lighting 100%
  33 引文 斯高帕斯（Scopus）
• 2002

  Implementing automatic location update for follow-me database using VoIP and bluetooth technologies

  Lin, Y. B., Cheng, H. Y., Cheng, Y. H. & Agrawal, P., 10月 2002, 於: IEEE Transactions on Computers. 51, 10, p. 1154-1168 15 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • VoIP 100%
  • Bluetooth 95%
  • Update 51%
  • Telephone sets 35%
  • Telecommunication services 34%
  5 引文 斯高帕斯（Scopus）
• 2000

  Trust-worthy video enforcement for electronic toll collection

  Wu, Q. Z., Cheng, H. Y., Lin, Y. W. & Lee, S. Y., 2000, 於: Digest of Technical Papers - IEEE International Conference on Consumer Electronics. p. 112-113 2 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Toll collection 100%
  • Digital watermarking 41%
  • Pixels 25%
  1 引文 斯高帕斯（Scopus）