Alumni

Graduated in Doctoral Degree

Ms. Ungsumalee Suttapakti (Un)

Research domain

Image decomposition, Thai text localisation and recognition, Pattern recognition.

Publication

  • U. Suttapakti, K. Pasupa, and K. Woraratpanya, “Empirical Monocomponent Image Decomposition,” IEEE Access, vol. PP, no. 99, pp. 1–1, 2017.
  • U. Suttapakti, K. Woraratpanya, and K. Pasupa, “Font Descriptor Construction for Printed Thai Character Recognition,” in 13th IAPR Conference on Machine Vision Applications, Kyoto, Japan, 2013.
  • 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 6th International Conference on Information Technology and Electrical Engineering, 2014, pp. 1–6.

Mr. Taravichet Titijaroonroj (Bank)

Research domain

Data decomposition, Image transformation, Pattern recognition, Image analysis.

Publication

  • T. Titijaroonroj and K. Woraratpanya, “Image denoising based on structural BIMF,” in 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.
  • T. Titijaroonroj, Y. Kaewaramsri, U. Suttapakti, K. Woraratpanya, and Y. Kuroki, “texture analysis assessment for images,” in 8th International Conference on Information Technology and Electrical Engineering, Yogyakarta, Indonesia, 2016.
  • K. Woraratpanya and T. Titijaroonroj, “adaptive histogram of oriented gradient for printed Thai character recognition,” in Recent Advances in Information and Communication Technology, Eds. Springer International Publishing, 2014, pp. 83–92. (Best Paper Award)
  • K. Woraratpanya and T. Titijaroonroj, “printed Thai character recognition using standard descriptor,” in The 9th International Conference on Computing and Information Technology, Eds. Springer Berlin Heidelberg, 2013, pp. 165–173.

Ms. Walairach Nunsong (Pu)

Research domain

Knuckle-finger print recognition, Pattern recognition, Convolution neural network.

Publication

  • W. Nunsong and K. Woraratpanya, “Modified differential box-counting method using weighted triangle-box partition,” in 7th International Conference on Information Technology and Electrical Engineering, pp. 221–226, Thailand, 2015.
  • 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, Pullman Khon Kaen Raja Orchid Hotel, Khon Kaen, Thailand, 2016.
  • W. Nunsong, 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.

Mr. Syukron Genetika (Roy)

Research domain

Neural network.

Publication

  • 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, Japan, 2016.
  • S. A. I. Alfarozi, K. Woraratpanya, and K. Pasupa, “Hinge Loss Projection for Classification,” in International Conference on Neural Information Processing, Japan, 2016.
  • 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.
  • 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.
  • 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.

Graduated in Master’s Degree

Mr. Ratthapon Hokkink (Arm)

Research domain

Speech recognition, Signal processing, Pattern recognition.

Publication

  • R. Hokking, K. Woraratpanya, and Y. Kuroki, “Speech Recognition of Different Sampling Rates Using Fractal Code Descriptor,” in 13th International Joint Conference on Computer Science and Software Engineering, Pullman Khon Kaen Raja Orchid Hotel, Khon Kaen, Thailand, 2016.
  • R. Hokking, and K. Woraratpanya, “A Hybrid of Fractal Code Descriptor and Harmonic Pattern Generator for Improving Speech Recognition of Different Sampling Rates,” in 13th International Conference on Computing and Information Technology, Bangkok, Thailand, 2017.

Mr. Yothin Kaewaramsri (Benz)

Research domain

Fractal dimensions, and Image processing.

Publication

  • Y. Kaewaramsri, S. Alfarozi, K. Woraratpanya, and Y. Kuroki, “Fractal Dimension for Classifying 3D Brain MRI Using Improved Triangle Box-Counting Method,” in 8th International Conference on Information Technology and Electrical Engineering, Yogyakarta, Indonesia, 2016.
  • 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.

Mr. Nat Anuntalabhochai (Nat)

Research domain

3D-Modeling, and Image processing.

Publication

  • N. Anuntalabhochai, K. Woraratpanya, and N. Pantuwong “Automatic 3D Model Reconstruction” in 8th National Conference on Information Technology, Khon Kaen, Thailand, 2016.
  • N. Anuntalabhochai and K. Woraratpanya, and N. Pantuwong, “3D Model Construction Using 2D Shape Transformation,” in 12th National Conference on Computing and Information Technology, Avani Hotel & Convention Centre Khon Kaen, Khon Kaen, Thailand, 2016

Mr. Kittipop Peuwnuan

Research domain

Text localisation and recognition, Pattern recognition and Image decomposition.

Publication

  • K. Peuwnuan, K. Woraratpanya, and K. Pasupa, Y. Kuroki, “Local Variance Image-Based for Scene Text Binarization under Illumination Effects”, in 2nd International Conference on Image, Vision and Computing, Chengdu, China, 2017.
  • [2] K. Peuwnuan, K. Woraratpanya, and K. Pasupa, “Modified Adaptive Thresholding Using Integral Image,” in 13th International Joint Conference on Computer Science and Software Engineering, Khon Kaen, 2018.

Ms. Pimlak Boonchukusol (Por)

Research domain

Text localisation.

Publication

  • K. Woraratpanya, P. Boonchukusol, Y. Kuroki, and Y. Kato, “Improved Thai text detection from natural scenes,” in International Conference on Information Technology and Electrical Engineering (ICITEE), 2013, pp. 137–142.
  • K. Woraratpanya and P. Boonchukusol, “Thai Text Detection from Natural Scenes by Using Boundary Clustering and Connected Component Analysis,” in 9th National Conference on Computing and Information Technology, Bangkok, Thailand, 2013, vol. 2013, pp. 59–66.

Mr. Kanathip Sae-pae (New)

Research domain

Machine learning, Neural network.

Publication

  • K. Sae-pae, 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.