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DR. PAKINEE AIMMANEE (ASSISTANT PROFESSOR)
Faculty
:
School of Information, Computer, and Communication Technology (ICT)
Name
:
Dr. Pakinee Aimmanee (Assistant Professor)
Position
:
Assistant Professor
E - Mail
:
pakinee@siit.tu.ac.th
Phone Rangsit
:
Phone Bangkadi
:
+66-2-501-3505~20
Phone Extension
:
5012
  Education
  • B.S. in Mathematics (Cum laude with distinction), minor in Computer Science. University of Delaware, USA
  • M.S. in Applied Mathematics, University of Colorado at Boulder, USA
  • Ph.D. in Applied Mathematics, University of Colorado at Boulder, USA
  Academic Awards
  • Large Research Project Award 2014, An award from Thammasat University given to a person who received a large research project (via the institute), Thammasat University researcher day 2014
  • Very Good Research Award from Thammasat University, 2008.
  • Stribic fellowship awarded to women who succeed in teaching and researching, University of Colorado at Boulder, 2002-2003.
  • William Clark Prize, a prize given to an excellent student in Mathematics, University of Delaware, 1999.
  • Development and Promotion for Science and Technology Talents Project (DPST) Scholarship, 1995-2005.
  • Second prize winner in a science competition, Chiang Mai University, 1993.
  Research Interests

Research Interest: Medical Image Processing, Information Retrieval, Audio Watermarking.
 
Image Processing: The Image Analysis is the study of how to process or analyze the image to obtain needed information such as the approximated location, the region, or the number of the interested object in the image.   
My research work is medical image processing which involves processing and the image in the medical field and aims to solve the medical problems related in such a field.  The first work involves localization and segmentation of Optic Disk (OD) in the retina images using techniques that are based on information from vessel networks rather than the information from optic disk.  The second work involves calculating the midline shift distance and the approximating the volume of the hemorrhage from the series of the 2-D brain CT scan-slide images.  
 
Information Retrieval: Information retrieval (IR) is the way of retrieving needed information from a collection of information resources which are commonly based on text.  Improving the accuracy and reducing the speed are main objectives in this field.  
My research work in this field involved enhance the performance of the well-known search engine scheme: Latent Semantic Indexing (LSI) for retrieval using Sn,k gram (a skip gram that allows k gaps between n-term unit.

Audio Information Hiding: The audio Information Hiding (AIH) is a study of how to embed information such as a text or an image in an audio signal in such a way that the information is difficult to remove and inaudible in the audio. It is typically used to serve the purposes of ownership protection, content authentication, broadcast monitoring, information carrier, and convert communication. 
My research work in this field involves a novel approach for audio watermarking based on Singular Spectrum Analysis (SSA).

  Work Experiences
  • 2005-Present: School of ICT, SIIT
  • 2003: International Consultant, LightBridge Co., Broomfield, CO., USA
  • 2003-2005: Research Assistant, Department of Computer Science, University of Colorado at Boulder, USA
  • 2000: Summer Intern, Data Fusion Corp., Denver, CO., USA
  • 1999-2003: Teaching Assistant, Department of Applied Mathematics, University of Colorado at Boulder, USA
  • 1998-1999: Undergraduate Research Assistant, Department of Mathematics, University of Delaware, USA
  List of Publications

International Journals

  1. Jessada Karnjana; Masashi Unoki; Pakinee Aimmanee; and Chai Wutiwiwatchai (2016). Audio watermarking scheme based on singular spectrum analysis and psychoacoustic model with self-synchronization, Journal of Electrical and Computer Engineering, Vol. 2016, 2016, Article No. 5067313, 15 p.
  2. Jessada Karnjana; Masashi Unoki; Pakinee Aimmanee; and Chai Wutiwiwatchai (2016). Singular-Spectrum Analysis for Digital Audio Watermarking with Automatic Parameterization and Parameter Estimation, IEICE Transactions on Information and System, Vol. E99-D, No. 8, August 2016, pp. 2109-2120.
  3. Nittaya Muangnak; Pakinee Aimmanee; Stanislav S. Makhanov; and Bunyarit Uyyanonvara (2015). Vessel transform for automatic optic disk detection in retinal images, IET Image Processing, Vol. 9, No. 9, September 2015, pp. 743-750. available online at DOI: 10.1049/iet-ipr.2015.0030
  4. Pakinee Aimmanee and Thanaruk Theeramunkong (2014). IR enhancement using a classified multi-model $s$-gram similarity aggregation, Chiang Mai Journal of Science, Vol. 41, No. 3, July 2014, pp. 661-675.
  5. Qu, Jian; Thanaruk Theeramunkong; Nguyen Le Ming; Akira Shimazu; Cholwich Nattee; and Pakinee Aimmanee (2012). A flexible rule-based approach to learn medical English-Chinese OOV term translations from the web, International Journal of Computer Processing of Languages, Vol. 24, No. 2, June 2012, pp. 207-236.
  6. Pakinee Aimmanee (2011). Automatic Plaiarism Detection Using Word-Sentence Based S-gram, Chiang Mai Journal of Science, Vol. 38 (Special Issue), 2011, pp. 1-7.
  7. Pakinee Aimmanee and Thanaruk Theeramunkong (2010). Improving the Retrieval Performance by Using the Distance-Based Bigrams, ECTI Transaction EEC, Vol. 8, No. 1, 2010, pp. 106-112.

 

National Journal

  1. Qu, Jian; Thanaruk Theeramunkong; Cholwich Nattee; and Pakinee Aimmanee (2011). Web translation of English medical OOV terms to Chinese with data mining approach, Thammasat International Journal of Science and Technology, Vol. 16, No. 2, 2011, pp. 26-40.

 

International Conferences

  1. Jessada Karnjana; Masashi Unoki; Pakinee Aimmanee; and Chai Wutiwiwatchai (2017). Tampering detection in speech signals by semi-fragile watermarking based on singular-spectrum analysis, Smart Innovation, Systems and Technologies: Advances in Intelligent Information Hiding and Multimedia Signal Processing: Proceedings of the 12th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2016), 21-23 November 2016, Kaohsiung, Taiwan, Vol. 63, 2017, pp. 131-140.
  2. Jessada Karnjana; Masashi Unoki; Pakinee Aimmanee; and Chai Wutiwiwatchai (2016). SSA-based audio-information-hiding scheme with psychoacoustic model, Proceedings of the 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2016), 13-16 December 2016, Jeju, South Korea.
  3. Jessada Karnjana; Pakinee Aimmanee; Masashi Unoki; and Chai Wutiwiwatchai (2014). An audio watermarking scheme based on automatic parameterized singular-spectrum analysis using differential evolution, Proceedings of the 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2015), 16-19 December 2015, Hong Kong.
  4. Jessada Karnjana; Masashi Unoki; Pakinee Aimmanee; and Chai Wutiwiwatchai (2014). An audio watermarking scheme based on singular-spectrum analysis, Proceedings of the 13th International Workshop on Digital-Forensics and Watermarking (IWDW 2014) [CD-ROM], 1-4 October 2014, Taipei, Taiwan.
  5. Teeranoot Japunya, Parisut Jitpakdee, Bunyarit Uyyanonvara, Pakinee Aimmanee, Eva Philippaki, Chris Hull, and Sarah Barman (2014). Software for the quantification of glistenings in intra-ocular lenses, Proceedings of the World Congress on Engineering 2014: Proceedings of the 2014 International Conference of Signal and Image Engineering [CD-ROM], 2-4 July 2014, London, UK, Vol. 1, pp. 34-38.
  6. Bharima Clangphukhieo; Pakinee Aimmanee; and Bunyarit Uyyanonvara (2014). Segmenting the ventricle from CT brain image using gray-level co-occurrence matrices (GLCMs), Proceedings of the World Congress on Engineering 2014: Proceedings of the 2014 International Conference of Signal and Image Engineering [CD-ROM], 2-4 July 2014, London, UK, Vol. 1, pp. 585-589.
  7. Pakinee Aimmanee and Phoom Chokratsamesiri (2014). Empirical study on factors influencing SEO, International Science Index: Proceedings of ICKMKT 2014: International Conference on Knowledge Management and Knowledge Technologies [CD-ROM], 19-20 May 2014, Paris, France, Vol. 8, No. 5, 2014, pp. 579-582.
  8. Parisut Jitpakdee; Pakinee Aimmanee; and Bunyarit Uyyanonvara (2014). Image clustering using fuzzy-based firefly algorithm, in Proceedings of the International Conference on Information and Communication Technology for Embedded Systems (ICICTES2014) [CD-ROM], 23-25 January 2014, Ayutthaya, Thailand.
  9. Bharima Clangphukhieo; Pakinee Aimmanee; and Bunyarit Uyyanonvara (2014). A novel approach for segmenting the lateral ventricle from CT brain image via active contour without edge, in Proceedings of the International Conference on Information and Communication Technology for Embedded Systems (ICICTES2014) [CD-ROM], 23-25 January 2014, Ayutthaya, Thailand.
  10. Pongsate Tangseng; Nittaya Muangnak; Pakinee Aimmanee; Stanislav S. Makhanov; and Bunyarit Uyyanonvara (2013). A study of retinal blood vessel clustering for finding the main vessel convergence, in Proceedings of the Second Asian Conference on Information Systems (ACIS 2013) [CD-ROM], 31 October – 2 November 2013, Phuket, Thailand.
  11. Nabwan Prukpaiboon; Sarunkorn Chotvijit; Nittaya Muangnak; and Pakinee Aimmanee (2013). Comparative study of initial seed point required approaches with the use of vessel distance hint for OD boundary detection, in Proceedings of the Second Asian Conference on Information Systems (ACIS 2013) [CD-ROM], 31 October – 2 November 2013, Phuket, Thailand.
  12. Parisut Jitpakdee; Pakinee Aimmanee, Bunyarit Uyyanonvara (2013). A hybrid approach for color image quantization using K-means and firefly algorithms, World Academy of Science, Engineering and Technology: Proceedings of the ICBIS 2013: International Conference on Business Information Systems, 7-8 May 2013, Lucerne, Switzerland, Vol. 77, pp. 268-275.
  13. Samatcha Thanangthanakij; Eakasit Pacharawongsakda; Nattapong Tongtep; Pakinee Aimmanee; and Thanaruk Theeramunkong (2012). An empirical study on multi-dimensional sentiment analysis form user service reviews, in Proceedings of the 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2012) [CD-ROM], 8-10 November 2012, Melbourne, Australia.
  14. Surasak Boonkla, Pakinee Aimmanee, Chai Wutiwiwatchai, and Hiroaki Kunieda (2012). Online traffic information retrieving for a driver using speech recognition including enhancement methods, in Proceedings of The First ASIAN Conference on Information Systems (ACIS 2012) [CD-ROM], 6-8 December 2012, Siem Reap, Cambodia.
  15. Parisut Jitpakdee; Pakinee Aimmanee; and Bunyarit Uyyanonvara (2012). A survey on Hemorrhage detection in diabetic retinopathy retinal images, in Proceedings of the 2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2012) [CD-ROM], 16-18 May 2012, Phetchaburi, Thailand.
  16. Nittaya Muangnak; Pakinee Aimmanee; Stanislav S. Makhanov; and Bunyarit Uyyanonvara (2012). An improved optic disc detection on low quality retinal images with entropy thresholding, in Proceedings of the Third International Conference on Information and Communication Technology for Embedded Systems (ICICTES2012) [CD-ROM], 22-24 March 2012, Bangkok, Thailand.
  17. Sontipee Aimmanee; Supharoek Trakarnkulchai and Pakinee Aimmanee (2011). Micromechanics of a smart composite actuator embedded with hollow piezoelectric fibers, in Proceedings of the ASME 2011 Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS2011) [CD-ROM], 18-21 September 2011, Scottsdale, Arizona, USA.
  18. Surasak Boonkla, Pakinee Aimmanee, Chai Wutiwiwatchai, N.Thatphitakkul, Hiroaki Kuneida (2010). The Optimization Process of Speech Recognition for in-Vehicle Embeded Systems, in Proceeding of the International Conference of Intelligent Transport System Telecommunication, 15 September 2010, Kyoto, Japan.
  19. Pakinee Aimmanee (2010). Automatic Plagiarism Detection Using Word/Sentence Based s-grams, in the Preceedings of International Computer Science and Engineering Conference 2010 (ICSEC 2010), 17-20 November 2010, Chiang Mai, Thailand.
  20. Pakinee Aimmanee and Thanaruk Theeramunkong (2010). Multimodal sn,k-grams: A Skipping-based Similarity Model in Information Retrieval, in the Preceedings of the 2nd Asian Conference on Intelligent Information and Database Systems, 24-26 March 2010, Hue, Vietnam and series Lecture Notes in Artificial Intelligence LNCS/LNAI.
  21. Juniar Ganis and Pakinee Aimmanee (2010). Building a Large Annotated Corpus for Indonesian Language Using HMM Tagger, in Proceedings of the International Conference on Information and Communication Technology for Embedded Systems (ICICTES 2010), 28-30 January 2010, Pathumthani, Thailand.
  22. Surasak Boonkla, Pakinee Aimmanee, Chai Wutiwiwatchai, and Hiroaki Kuneida (2010). An Isolated Word Speech Recognition for Car Telematics Services, in Proceedings of the International Conference on Information and Communication Technology for Embedded Systems(ICICTES 2010), 28-30 January 2010, Pathumthani, Thailand.
  23. Jian Qu, Thanaruk Theeramunkong, Cholwich Nattee, Pakinee Aimmanee (2009). A Novel Candidate Generation Technique for Web based English-Chinese Medical OOV Term Translation, in Proceedings of the 4th International Conference on Knowledge, Information and Creativity Support Systems 2009 (KICSS2009), Seoul, Korea.
  24. Pakinee Aimmanee, Thanaruk Theeramunkong (2009). Improving IR Performance Using s-skip n-gram Term Modeling, in Proceedings of the 6th International Joint Conference on Computer Science and Software Engineering (JCSSE 2009), Phuket, Thailand.
  25. Tanawat Limungura, Thanaruk Theeramunkong, Pakinee Aimmanee (2009). Extraction of Medical Expert-Affiliation Relations from WWW, in Proceedings of the 6th International Joint Conference on Computer Science and Software Engineering (JCSSE 2009), Phuket, Thailand.
  26. Jian Qu, Cholwich Nattee, Thanaruk Theeramunkong, and Pakinee Aimmanee (2009). Automatic English to Chinese Translation of Medical Terms using Association Rule Mining with Web Data, in Proceedings of the 6th International Joint Conference on Computer Science and Software Engineering (JCSSE 2009), Phuket, Thailand.
  27. Pakinee Aimmanee and Thannaruk Theeramunkong (2009). Improving the Retrieval Performance by Using Distance-Based Bigram, in Proceedings of ECTI-CON 2009: The Sixth Annual International Conference, organized by Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI) Association (ECTICON 2009), Bangkok, Thailand.
  28. Swit Phuvipadawat, Warakorn Gulyanon, Pakinee Aimmanee, Thanaruk Theeramunkong (2008). A Comparability Approach to Item Reduction in Computerized Adaptive Testing, in Proceedings of the 4th International Conference on Management of Innovation and Technology (ICMIT 2008), 21-24 September 2008, Bangkok, Thailand.
  29. Pakinee Aimmanee (2008). An Investigation of the Changing Behaviors of Elements in a Matrix after Rank Reduction in the Process of Latent Semantic Indexing, in Proceedings of the International Conference on Engineering, Applied Sciences, and Technology (ICEAST 2008), Thailand.
  30. Thanaruk Theeramunkong, Pichai Iamtana-anan, Cholwich Nattee, Arthit Suriyawongkul, Ekawit Nantajeewarawat,Pakinee Aimmanee (2007). A Framework for Constructing a Thai Medical Knowledge Base. In Proceedings of the 2nd International Conference on Knowledge, Information and Creativity Support Systems (KICSS2007), Ishikawa, Japan.
  31. Pakinee Suwannajan, E.R. Jessup (2006). Determining Conditions for Latent Semantic Indexing in Solving Language Problems, in Proceedings of the KICSS 2006, Thailand, pp. 131-138.
  32. Pakinee Suwannajan (2006). Mathematical Analysis of a Search Engine Called LSI When Dealing with Polysemy Problems, in Proceedings of the ICMAA 2006, Thailand.