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  2022 (1)
PM 2.5 MONITORING SYSTEM USING WIRELESS SENSOR NETWORKS FOR SMART CITY. Kumsawat, P.; Sawangsawai, N.; Pathonsuwan, W.; Hoprasertwong, T.; Srikaew, A.; and Attakitmongcol, K. Suranaree Journal of Science & Technology, 29(3). 2022.
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  2021 (1)
HYBRID NEURAL NETWORK BASED ON SFAM AND CNN FOR GRAPE LEAF DISEASE DIAGNOSIS. Phukronghin, K.; Srikaew, A.; Attakitmongcol, K.; and Kumsawat, P. Suranaree Journal of Science & Technology, 28(6). 2021.
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  2018 (2)
2 Level Simplified Fuzzy ARTMAP for Grape Leaf Disease System Using Color Imagery and Gray Level Co-Occurrence Matrix. Phookronghin, K.; Srikaew, A.; Attakitmongcol, K.; and Kumsawat, P. In 2018 International Electrical Engineering Congress (iEECON), pages 1–4, 2018. IEEE
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Plant leaf disease diagnosis from color imagery using co-occurrence matrix and artificial intelligence system. Khitthuk, C.; Srikaew, A.; Attakitmongcol, K.; and Kumsawat, P. In 2018 International Electrical Engineering Congress (iEECON), pages 1–4, 2018. IEEE
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  2017 (1)
A new optimum signal compression algorithm based on discrete wavelet transform and neural networks For Wsn. KUMSAWAT, P.; ATTAKITMONGCOL, K.; and SRIKAEW, A. In IAENG TRANSACTIONS ON ENGINEERING SCIENCES: Special Issue for the International Association of Engineers Conferences 2015, pages 118–131, 2017. World Scientific
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  2015 (2)
An Intelligent Optimization Approach for Digital Image Watermarking in the Multi-Wavelet Domain. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. International Journal of Business and Information, 10(1): 24. 2015.
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A New Optimum Signal Compression Algorithm Based on Neural Networks for WSN. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. In Proceedings of the World Congress on Engineering, volume 1, 2015.
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  2013 (1)
Wavelet-based data compression technique for wireless sensor networks. Kumsawat, P; Pimpru, N; Attakitmongcol, K; and Srikaew, A International Journal of Electronics and Communication Engineering, 7(5): 525–532. 2013.
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  2011 (3)
An artificial intelligent technique for robust digital watermarking in multiwavelet domain. Kumsawat, P; Pasitwilitham, K; Attakitmongcol, K; and Srikaew, A International Journal of Computer and Information Engineering, 5(12): 1512–1517. 2011.
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Detection of defect in textile fabrics using optimal Gabor Wavelet Network and two-dimensional PCA. Srikaew, A.; Attakitmongcol, K.; Kumsawat, P.; and Kidsang, W In Advances in Visual Computing: 7th International Symposium, ISVC 2011, Las Vegas, NV, USA, September 26-28, 2011. Proceedings, Part II 7, pages 436–445, 2011. Springer
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A new robust digital watermarking algorithm based on genetic algorithms and neural networks. Kumsawat, P.; Pasitwilitham, K.; Attakitmongcol, K.; and Srikaew, A. In Proceedings of the 11th WSEAS international conference on Applied computer science, pages 134–139, 2011.
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  2010 (4)
A genetic algorithm optimization technique for multiwavelet-based digital audio watermarking. Kumsawat, P. EURASIP Journal on Advances in Signal Processing, 2010: 1–10. 2010.
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Genetic algorithm optimization of multiwavelet-based audio watermarking. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. In Proceedings of the 9th WSEAS international conference on Applications of electrical engineering, pages 111–116, 2010.
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Robust audio watermarking using multiwavelet transform and genetic algorithm. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. WSEAS TRANSACTIONS on SYSTEMS, 9(6): 649–658. 2010.
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An efficient digital audio watermarking scheme based on genetic algorithm. Kumsawat, P. In 2010 10th International Symposium on Communications and Information Technologies, pages 481–485, 2010. IEEE
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  2009 (4)
An optimal robust digital image watermarking based on genetic algorithms in multiwavelet domain. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. WSEAS Transactions on Signal Processing, 5(1): 42–51. 2009.
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Robust image watermarking based on genetic algorithm in multiwavelet domain. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. In Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases, pages 390–395, 2009.
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A robust audio watermarking based-on multiwavelet transform. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. In 2008 International Symposium on Intelligent Signal Processing and Communications Systems, pages 1–4, 2009. IEEE
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An energy-based vehicle tracking system using principal component analysis and unsupervised ART network. Srikaew, A; Kumsawat, P; Attakitmongcol, K; Sroisuwan, N; and Sotthithaworn, C In Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases, pages 435–440, 2009.
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  2008 (3)
Digital audio watermarking for copyright protection based on multiwavelet transform. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. In Intelligence and Security Informatics: First European Conference, EuroISI 2008, Esbjerg, Denmark, December 3-5, 2008. Proceedings, pages 155–164, 2008. Springer
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Grape leaf disease detection from color imagery using hybrid intelligent system. Meunkaewjinda, A; Kumsawat, P; Attakitmongcol, K; and Srikaew, A In 2008 5th international conference on electrical engineering/electronics, computer, telecommunications and information technology, volume 1, pages 513–516, 2008. IEEE
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Pedestrian detection using color symmetry phases. Janta, J; Kumsawat, P; Attakitmongcol, K; and Srikaew, A In 2008 5th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, volume 1, pages 437–440, 2008. IEEE
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  2007 (6)
A vehicle tracking system using PCA and adaptive resonance theory. Sotthithaworn, C; Kumsawat, P; Attakitmongkol, K; and Srikaew, A In Proceedings of the 7th WSEAS International Conference on Signal, Speech and Image Processing, pages 15–17, 2007. Citeseer
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Modified self-organizing map for optical flow clustering system. Doungchatom, B; Kumsawat, P; Attakitmongkol, K; and Srikaew, A In Proceedings of the 7th WSEAS International Conference on Signal, Speech and Image Processing, Beijing, China, September, pages 15–17, 2007. Citeseer
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A pedestrian detection system using applied log-gabor filters. Janta, J; Kumsawat, P; Attakitmongkol, K; and Srikaew, A In Proceedings of the 7th WSEAS International Conference on Signal, Speech and Image Processing, Beijing, China, pages 55–60, 2007.
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A robust wavelet-based text-independent speaker identification. Nghia, P. T.; Binh, P. V.; Thai, N. H.; Ha, N. T.; and Kumsawat, P. In International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007), volume 2, pages 219–223, 2007. IEEE
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A Robust Image Watermarking Scheme Using Multiwavelet Tree. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. In World Congress on Engineering, pages 612–618, 2007.
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Automatic lane detection and navigation using pattern matching mode. Longjard, C; Kumsawat, P.; Attakitmongkol, K; and Srikaew, A. In Proceedings of the 7th WSEAS International Conference on Signal, Speech and Image Processing, pages 44–49, 2007. Citeseer
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  2006 (2)
Robustness evaluation of multiwavelet-based image watermarking techniques. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. In Proceedings of the 5th WSEAS international conference on Applications of electrical engineering, pages 48–53, 2006.
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Comparative performance of multiwavelet-based image watermarking schemes. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. WSEAS Transactions on Systems, 5(5): 1041–1047. 2006.
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  2005 (3)
A new approach for optimization in wavelet-based image watermarking by using genetic algorithm. Kumsawat, P.; Attkitmongcol, K; and Srikaew, A. In Proceedings of artificial intelligence and applications, pages 1–10, 2005.
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2005 Supplement for Secure Media-A New Approach for Optimization in Image Watermarking by Using Genetic Algorithms. Kumsawat, P; Attakitmongcol, K; and Srikaew, A IEEE Transactions on Signal Processing, 53(12): 4707–4719. 2005.
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A new approach for optimization in image watermarking by using genetic algorithms. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. IEEE Transactions on Signal Processing, 53(12): 4707–4719. 2005.
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  2004 (4)
Multiwavelet-based image watermarking using genetic algorithm. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. In 2004 IEEE Region 10 Conference TENCON 2004., pages 275–278, 2004. IEEE
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Wavelet-based image watermarking using the genetic algorithm. Sujitjorn, S.; Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. . 2004.
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Wavelet-based image watermarking using the genetic algorithm. Kumsawat, P.; Attkitmongcol, K.; Srikaew, A.; and Sujitjorn, S. In Knowledge-Based Intelligent Information and Engineering Systems: 8th International Conference, KES 2004, Wellington, New Zealand, September 20-25, 2004, Proceedings, Part III 8, pages 643–649, 2004. Springer
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The effects of transformation methods in image watermarking. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. In 2004 IEEE Region 10 Conference TENCON 2004., pages 295–298, 2004. IEEE
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  undefined (7)
Genetic Algorithm Optimization of ECG Signal Compression in Wavelet Transform Domain. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. . .
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Multiwavelet Evaluation in Image Watermarking. Kumsawat, P.; Attakitmongcol, K.; and Srikaew, A. . .
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ARTIFICIAL LIGHT INTENSITY DETECTION IN GREENHOUSE HORTICULTURE BASED ON ARTIFICIAL INTELLIGENCE TECHNIQUE. Kumsawat, P.; Hoprasertwong, T.; Srikaew, A.; and Attakitmongcol, K. . .
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Human-Learning Steering Control Based-on Artificial Neural Network and Visual Servo. Srikaew, A.; Kumsawat, P.; Attakitmongcol, K.; and Khitthuk, B. . .
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Optimization of Digital Image Watermarking Scheme Using Artificial Intelligent Technique. Kumsawat, P; Pasitwilitham, K; Attakitmongcol, K; and Srikaew, A . .
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