Publications

In 2022

  • T. Titijaroonroj, U. Suttapakti, and W. Nunsong, “Spatial-Frequency Redistribution-based Saliency Region Detection for Thai Text Localisation”, ECTI-CIT Transactions, vol. 16, no. 1,
    pp. 109–124, Mar. 2022.
  • Pornbunruang, N., Tanjantuk, V., Titijaroonroj, T. (2022). Drugtionary: Drug Pill Image Detection and Recognition Based on Deep Learning. In: Meesad, P., Sodsee, S., Jitsakul, W., Tangwannawit, S. (eds) Proceedings of the 18th International Conference on Computing and Information Technology (IC2IT 2022). IC2IT 2022. Lecture Notes in Networks and Systems, vol 453. Springer, Cham.
  • Wongpoo, T., Sriwan, W., Titijaroonroj, T., Jamsri, P. (2022). Chertify: Wood Identification-Based Mobile Cross-platform by Deep Learning Technique. In: Meesad, P., Sodsee, S., Jitsakul, W., Tangwannawit, S. (eds) Proceedings of the 18th International Conference on Computing and Information Technology (IC2IT 2022). IC2IT 2022. Lecture Notes in Networks and Systems, vol 453. Springer, Cham.
  • Sattaya Singkul and Kuntpong Woraratpanya, “Vector Learning Representation for Generalized Speech Emotion Recognition,” Heliyon, Vol. 8, pp. e09196, ISSN: 2405-8440, 28 March 2022 (SJR 2020: 0.455, Q1 of Scimago)

In 2021

  • Sanprasit, K. Jampachaisri, T. Titijaroonroj and K. Kesorn, “Intelligent Approach to Automated Star-schema Construction using a Knowledge base,” in Expert Systems with Applications, 2021.
  • C. Lumyong , N. Tachasriburapha , T. Titijaroonroj, ” Proposed Structural Validation-based Testing for Object-Oriented Programming,” 2021 13th International Conference on Knowledge and Smart Technology (KST), Chonburi, Thailand, 2021.
  • Sanprasit, K. Jampachaisri, T. Titijaroonroj and K. Kesorn, ” A Semantic Approach to Automated Design and Construction of Star Schemas,” in Engineering and Applied Science Research, 2021.
  • T. Chalongvorachai and K. Woraratpanya, “ADGAS: An Advanced Data Generation for Anomalous Signals,” in The 17th International Conference on Computing and Information Technology, Bangkok, 2021.
  • D. Kakanopas and K. Woraratpanya, “A Unified Framework for Saliency Segmentation,” 2021 17th International Conference on Computing and Information Technology (IC2IT), 2021.
  • Thasorn Chalongvorachai and Kuntpong Woraratpanya, “A data generation framework for extremely rare case signals,” Heliyon, Vol. 8, pp. e07687, ISSN: 2405-8440, 1 August 2021 (SJR 2020: 0.455, Q1 of Scimago)
  • Kitsuchart Pasupa, Phongsathorn Kittiworapanya, Napasin Hongngern, and Kuntpong Woraratpanya, “Evaluation of deep learning algorithms for semantic segmentation of car parts,” Complex & Intelligent Systems (2021), pp. 1-13, published online: 22 May 2021. (2020 JCR Impact Factor: 4.927, Q1 of Web of Science)
  • Thasorn Chalongvorachai and Kuntpong. Woraratpanya, “3DVAE-ERSG: 3D Variational Autoencoder for Extremely Rare Signal Generation,” Proceedings of 13th International Conference on Information Technology and Electrical Engineering (ICITEE 2021), pp. 21-26, Online Virtual Conference, Bangkok, Thailand, 14-15 Oct. 2021.
  • Tanakit Intaniyom; Warinthorn Thananporn, and Kuntpong Woraratpanya, “Enhancement of Anime Imaging Enlargement Using Modified Super-Resolution CNN,” Proceedings of 13th International Conference on Information Technology and Electrical Engineering (ICITEE 2021), pp. 145-150, Online Virtual Conference, Bangkok, Thailand, 14-15 Oct. 2021.

In 2020

  • D. Kakanopas and K. Woraratpanya, “An Efficient Hola Filter for Saliency Detection,” 2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE), 2020, pp. 338-343,2020.
  • T. Chalongvorachai and K. Woraratpanya, “DAGAT: Data Augmentation and Generation for Anomalous Signals,” in 9th Joint Symposium on Computational Intelligence (JSCI9), Bangkok, Thailand, 2020.
  • D. Kakanopas and K. Woraratpanya. “An Improved Hola Framework for Saliency Detection“, The 9th Joint Symposium on Computational Intelligence (JSCI9), Bangkok, Thailand, 2020.
  • Singkul, Sattaya, et al. “Deep Residual Local Feature Learning for Speech Emotion Recognition.” International Conference on Neural Information Processing. Springer, Cham, 2020.
  • P. M. Kyu and K. Woraratpanya. “Car Damage Detection and Classification.” The 11th International Conference on Advances in Information Technology. 2020.
  • P. M. Kyu and K. Woraratpanya, “Car Damage Assessment Based on VGG Models ,” in 8th Joint Symposium on Computational Intelligence (JSCI8), Bangkok, Thailand, 2020.
  • T. Titijaroonroj, K. Hancherngchai, and Jaratsri Rungrattanaubol, “Regional Covariance Matrix-Based Two-Dimensional PCA for Face Recognition,” in 2020 – 12th International Conference on Knowledge and Smart Technology (KST’2020), Pattaya, Thailand, pp. 6 – 11, 2020.
  • T. Titijaroonroj, J. Jaemsiri, and J. Rungrattanaubol, “Improved Adaptive Spectrum Scale-Space in Frequency Domain for Saliency Detection,” in 2020 – 12th International Conference on Knowledge and Smart Technology (KST’2020), Pattaya, Thailand, pp. 97 – 102, 2020.
  • S. Popayorm, T. Titijaroonroj, T. Phoka and W. Massagram, “Data Augmentation Based on Multiscale Radon Transform for Seven Segment Display Recognition,” in 2020 – 12th International Conference on Knowledge and Smart Technology (KST’2020), Pattaya, Thailand, pp. 47 – 51, 2020.
  • S. A. I. Alfarozi, K. Pasupa, M. Sugimoto and K. Woraratpanya, “Local Sigmoid Method: Non-iterative Deterministic Learning Algorithm for Automatic Model Construction of Neural Network,” in IEEE Access.

In 2019

  • S. A. I. Alfarozi, K. Pasupa, H. Hashizume, K. Woraratpanya and M. Sugimoto, “Robust and Unified VLC Decoding System for Square Wave Quadrature Amplitude Modulation Using Deep Learning Approach,” in IEEE Access, vol. 7, pp. 163262-163276, 2019.
  • Singkul, Sattaya, et al. “Parsing thai social data: a new challenge for thai NLP,” 2019 14th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP). IEEE, 2019.
  • S. Singkul and K. Woraratpanya, “Thai Dependency Parsing with Character Embedding,” 2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE), Pattaya, Thailand, 2019, pp. 1-5.
  • S. A. I. Alfarozi, K. Pasupa, H. Hashizume, K. Woraratpanya and M. Sugimoto, “Square Wave Quadrature Amplitude Modulation for Visible Light Communication Using Image Sensor,” in IEEE Access, vol. 7, pp. 94806-94821, 2019.
  • K. Hancherngchai, T. Titijaroonroj, and J. Rungrattanaubol, “An Individual Local Mean-based 2DPCA for Face Recognition under Illumination Effects,” 6th International Joint Conference on Computer Science and Software Engineering (JCSSE), Chonburi, 2019.
  • J. Jaemsiri, T. Titijaroonroj, and J. Rungrattanaubol, “Modified Scale-Space Analysis in Frequency Domain Based on Adaptive Multiscale Gaussian Filter for Saliency Detection,” 6th International Joint Conference on Computer Science and Software Engineering (JCSSE), Chonburi, 2019.
  • K. Hancherngchai, T. Titijaroonroj, T. Phoka, and W. Massagram, “Seven Segment Display Detection and Recognition using Predefined HSV Color Slicing Technique,” 6th International Joint Conference on Computer Science and Software Engineering (JCSSE), Chonburi, 2019.

In 2018

  • W. Nunsong, and K. Woraratpanya, “A Robust-Texture Convolutional Neural Network,” accepted for publication in Special Issue on “Emerging Technologies For ICT and Engineering,” Malaysian Journal of Computer Science, Malaysia, 2018.
  • K. Sae-pae, and K. Woraratpanya, “A Compact Optimal Learning Machine,” accepted for publication in Special Issue on “Emerging Technologies For ICT and Engineering,” Malaysian Journal of Computer Science, Malaysia, 2018.
  • T. Chalongvorachai, and K. Woraratpanya. “Development of an Anomaly Prediction System for Multivariate Time Series from Sensor Data”, The 5th Joint Symposium on Computational Intelligence (JSCI5), Bangkok, Thailand, 2018.
  • S. Chanyalikhit, and K. Woraratpanya. “Essential Processes for Electroencephalography”, The 5th Joint Symposium on Computational Intelligence (JSCI5), Bangkok, Thailand, 2018.
  • S. Promlainak, J. Kuengwong, K. Woraratpanya, and Y. Kuroki, “Thai Traffic Sign Detection and Recognition for Driver Assistance”, in 2018 Seventh ICT International Student Project Conference (ICT-ISPC), Thailand, 2018.
  • T. Titijaroonroj, “Modified Stroke Width Transform for Thai Text Detection,” 2018 International Conference
    on Information Technology (InCIT), Khon Kaen, 2018, pp. 1-5.

In 2017

  • D. Kakanopas, and K. Woraratpanya, “A Comparison of Iteration-free Bi-Dimensional Mode Decomposition and Empirical Monocomponent Image Decomposition”, Bangkok, Thailand, 2 February 2018.
  • U. Suttapakti, K. Pasupa, and K. Woraratpanya, “Empirical Monocomponent Image Decomposition,” IEEE Access, vol. PP, no. 99, pp. 1–1, 2017.
  • T. Titijaroonroj and K. Woraratpanya, “Image denoising based on structural BIMF,” in 2017 21st International Computer Science and Engineering Conference, Bangkok, Thailand, 2017. (Best Paper Award)
  • T. Titijaroonroj and K. Woraratpanya, “Iteration-free bi-dimensional empirical mode decomposition and its application,” IEICE Transactions on Information and Systems, Vol.E100-D, No.9, pp. 2183-2196, Sep. 2017.
  • K. Peuwnuan, K. Woraratpanya, and K. Pasupa, Y. Kuroki, “Local Variance Image-Based for Scene Text Binarization under Illumination Effects”, in 2017 2nd International Conference on Image, Vision and Computing (ICIVC) (ICIVC 2017), Chengdu, China, 2017.
  • Sippavit Saewang, “Emotional Speech Recognition Using Two level Classification,”  in 2017 The 13th National Conference on Computing and Information Technology (NCCIT) (NCCIT 2017), Bangkok, Thailand, 2017. (Best Paper Award)
  • Nithaya Sakolpisit, “Emotional Speech Recognition Using Context-Dependent Variation,”  in 2017 The 13th National Conference on Computing and Information Technology (NCCIT) (NCCIT 2017), Bangkok, Thailand, 2017. (Best Paper Award)
  • R. Hokking, and K. Woraratpanya, “A Hybrid of Fractal Code Descriptor and Harmonic Pattern Generator for Improving Speech Recognition of Different Sampling Rates,” in 2017 The 13th International Conference on Computing and Information Technology (IC2IT) (IC2IT 2017), Bangkok, Thailand, 2017.

In 2016

  • Y. Kaewaramsri, S. Alfarozi, K. Woraratpanya, and Y. Kuroki, “Fractal Dimension for Classifying 3D Brain MRI Using Improved Triangle Box-Counting Method,” in 2016 8th International Conference on Information Technology and Electrical Engineering (ICITEE) (ICITEE 2016), Yogyakarta, Indonesia, 2016.
  • T. Titijaroonroj, Y. Kaewaramsri, U. Suttapakti, K. Woraratpanya, and Y. Kuroki, “Texture Analysis Assessment for Images,” in 2016 8th International Conference on Information Technology and Electrical Engineering (ICITEE) (ICITEE 2016), Yogyakarta, Indonesia, 2016.
  • S. A. I. Alfarozi, N. A. Setianwan, T. B. Adji, K. Woraratpanya, and K. Pasupa, “Analytical Incremental Learning: Fast Constructive Learning Method for Neural Network,” in International Conference on Neural Information Processing, 2016, p. forthcoming.
  • S. A. I. Alfarozi, K. Woraratpanya, and K. Pasupa, “Hinge Loss Projection for Classification,” in International Conference on Neural Information Processing, 2016, p. forthcoming.
  • N. Anuntalabhochai, K. Woraratpanya, and N. Pantuwong  “Automatic 3D Model Reconstruction” in Proceeding of 8th National Conference on Information Technology (NCIT), Khon Kaen, Thailand, Oct 2016.
  • N. Anuntalabhochai and K. Woraratpanya, and N. Pantuwong, “3D Model Construction Using 2D Shape Transformation,” in The 12th National Conference on Computing and Information Technology (NCCIT), Avani Hotel & Convention Centre Khon Kaen, Khon Kaen, Thailand, 2016, vol. 2016.
  • R. Hokking, K. Woraratpanya, and Y. Kuroki, “Speech Recognition of Different Sampling Rates Using Fractal Code Descriptor,” in 2016 13th International Joint Conference on Computer Science and Software Engineering (JCSSE) (JCSSE2016), Pullman Khon Kaen Raja Orchid Hotel, Khon Kaen, Thailand, 2016.
  • W. Nunsong and K. Woraratpanya, “An Improved Finger-Knuckle-Print Recognition Using Fractal Dimension Based on Gabor Wavelet,” in 2016 13th International Joint Conference on Computer Science and Software Engineering (JCSSE) (JCSSE2016), Pullman Khon Kaen Raja Orchid Hotel, Khon Kaen, Thailand, 2016.
  • K. Peuwnuan, K. Woraratpanya, and K. Pasupa, “Modified Adaptive Thresholding Using Integral Image,” in 2016 13th International Joint Conference on Computer Science and Software Engineering (JCSSE) (JCSSE2016), Pullman Khon Kaen Raja Orchid Hotel, Khon Kaen, Thailand, 2016.

In 2015

  • K. Woraratpanya, M. Sornnoi, S. Leelaburanapong, T. Titijaroonroj, R. Varakulsiripunth, Y. Kuroki, and Y. Kato “An improved 2DPCA for face recognition under illumination effects,” in 2015 7th International Conference on Information Technology and Electrical Engineering (ICITEE), 2015, pp. 448–452. Read more
  • W. Nunsong and K. Woraratpanya, “Modified differential box-counting method using weighted triangle-box partition,” in 2015 7th International Conference on Information Technology and Electrical Engineering (ICITEE), 2015, pp. 221–226. Read more
  • R. Sa-Ardship and K. Woraratpanya, “Offline handwritten signature recognition using adaptive variance reduction,” in 2015 7th International Conference on Information Technology and Electrical Engineering (ICITEE), 2015, pp. 258–262. Read more
  • N. Rewik, K. Peuwnuan, K. Woraratpanya, and K. Pasupa, “Particle-flow interactive animation for painting image,” in 2015 7th International Conference on Information Technology and Electrical Engineering (ICITEE), 2015, pp. 237–240. Read more
  • Y. Kaewaramsri and K. Woraratpanya, “Improved Triangle Box-Counting Method for Fractal Dimension Estimation,” in Recent Advances in Information and Communication Technology 2015, vol. 361, H. Unger, P. Meesad, and S. Boonkrong, Eds. Springer International Publishing, 2015, pp. 53–61. Read more

In 2014

  • K. Woraratpanya and T. Titijaroonroj, “Adaptive Histogram of Oriented Gradient for Printed Thai Character Recognition,” in Recent Advances in Information and Communication Technology, S. Boonkrong, H. Unger, and P. Meesad, Eds. Springer International Publishing, 2014, pp. 83–92. (Best Paper Award) Read more
  • K. Woraratpanya, K. Pasupa, U. Suttapakti, P. Boonchukusol, T. Titijaroonroj, R. Hokking, Y. Kuroki, and Y. Kato, “Text-background decomposition for thai text localization and recognition in natural scenes,” in 2014 6th International Conference on Information Technology and Electrical Engineering (ICITEE), 2014, pp. 1–6. Read more

In 2013

  • U. Suttapakti, K. Woraratpanya, and K. Pasupa, “Font Descriptor Construction for Printed Thai Character Recognition,” in Proceeding of the 13th IAPR Conference on Machine Vision Applications (MVA 2013), 21-23 May 2013, Kyoto, Japan, 2013. Read more
  • K. Woraratpanya and T. Titijaroonrog, “Printed Thai Character Recognition Using Standard Descriptor,” in The 9th International Conference on Computing and InformationTechnology (IC2IT2013), P. Meesad, H. Unger, and S. Boonkrong, Eds. Springer Berlin Heidelberg, 2013, pp. 165–173. Read more
  • K. Woraratpanya, P. Boonchukusol, Y. Kuroki, and Y. Kato, “Improved Thai text detection from natural scenes,” in 2013 International Conference on Information Technology and Electrical Engineering (ICITEE), 2013, pp. 137–142. Read more
  • K. Woraratpanya and P. Boonchukusol, “Thai Text Detection from Natural Scenes by Using Boundary Clustering and Connected Component Analysis,” in The 9th National Conference on Computing and Information Technology (NCCIT), King Mongkut’s University of Technology North Bangkok, Bangkok, Thailand, 2013, vol. 2013, pp. 59–66.