Curriculum Vitae

PERSONAL DETAILS
BIOGRAPHY

Dr. Sophea Prum is a specialist on AI. Her research focuses on image/video processing, document image processing, handwriting recognition, object detection/recognition/tracking, machine learning and deep learning.


She was a research engineer at Mimos (National R&D center of ICT) in Malaysia from August 2015 to June 2018. She used to work researcher and assistant lecturer at Laboratory of Information, Image and Interaction (L3i), University of La Rochelle (France) from 2012 to 2015.

She received her engineering degree in computer science from Institute of Technology of Cambodia (ITC) in 2008. She received her Master and PhD degrees respectively in 2009 and 2013 from University of La Rochelle.

ACADEMIC QUALIFICATION
(Qualification),(Institution)
  • Doctorate, UNIVERSITY OF LA ROCHELLE, France
  • Master, UNIVERSITY OF LA ROCHELLE, France
  • Engineering Degree, CAMBODIA INSTITUTION OF TECHNOLOGY, Cambodia
AREAS OF EXPERTISE
(Area)
  • Image/Video processing (Object detection, Object recognition, Image segmenation, Object Tracking, Medical image processing)
  • Document image processing (Text recognition, Handwriting recognition, Line segmenation, Page Layout segmentation, Document image enhancement, Document security, Information retrieval)
  • Machine Learning (SVM, HMM, Neural Network, Deep Learning)
PUBLICATIONS
(Title of publication in APA style)
Article in Proceeding
2018
  • Sophea PRUM, Dini Oktarina Dwi Handayani, Patrice Boursier Abnormal Cervical Cell Detection using HoG Descriptor and SVM Classifier, International Conference on Advances in Computing, Communication and Authorization , 26/10/2018 to 28/12/2018, Taylor's University
2016
  • Kesiman M.W.A, Prum S., Burie J.C., Ogier J.M. (2016): Study on feature extraction methods for character recognition of Balinese script on palm leaf manuscript images. ICPR 2016: 4017-4022 (SCOPUS-Indexed)
  • Khlif H., Prum S., Kessentini Y., Kanoun S., Ogier J.M (2016): Fusion of Explicit Segmentation Based System and Segmentation-Free Based System for On-Line Arabic Handwritten Word Recognition. ICFHR 2016: 399-404 (SCOPUS-Indexed)
  • Sophea PRUM Text-zone detection and rectification in document images captured by smartphone, COMPSE 2016 - 1st EAI International Conference on Computer Science and Engineering, 11/11/2016, Penang, Malaysia (SCOPUS-Indexed)
2015
  • Kesiman M.W.A, Prum S., Burie J.C., Ogier J.M. (2015): An initial study on the construction of ground truth binarized images of ancient palm leaf manuscripts. ICDAR: 656-660 (SCOPUS-Indexed)
  • Nibal Nayef, Muhammad Muzzamil Luqman, Sophea Prum, Sébastien Eskenazi, Joseph Chazalon, Jean-Marc Ogier: SmartDoc-QA: A dataset for quality assessment of smartphone captured document images - single and multiple distortions. ICDAR 2015: 1231-1235 (SCOPUS-Indexed)
  • Made Windu Antara Kesiman, Sophea Prum, I. Made Gede Sunarya, Jean-Christophe Burie, Jean-Marc Ogier: An analysis of ground truth binarized image variability of palm leaf manuscripts. IPTA 2015: 229-233 (SCOPUS-Indexed)
  • Jean-Christophe Burie, Joseph Chazalon, Mickaël Coustaty, Sébastien Eskenazi, Muhammad Muzzamil Luqman, Maroua Mehri, Nibal Nayef, Jean-Marc Ogier, Sophea Prum, Marçal Rusiñol: ICDAR2015 competition on smartphone document capture and OCR (SmartDoc). ICDAR 2015: 1161-1165 (SCOPUS-Indexed)
2013
  • Sophea Prum, Muriel Visani, Andreas Fischer, Jean-Marc Ogier: A Discriminative Approach to On-Line Handwriting Recognition Using Bi-character Models. ICDAR 2013: 364-368 (SCOPUS-Indexed)
2011
  • Quang Anh Bui, Muriel Visani, Sophea Prum, Jean-Marc Ogier: Writer Identification Using TF-IDF for Cursive Handwritten Word Recognition. ICDAR 2011: 844-848 (SCOPUS-Indexed)
2010
  • Sophea Prum, Muriel Visani, Jean-Marc Ogier: On-Line Handwriting Word Recognition Using a Bi-character Model. ICPR 2010: 2700-2703 (SCOPUS-Indexed)
  • Sophea Prum, Muriel Visani, Jean-Marc Ogier: Cursive On-line Handwriting Word Recognition Using a Bi-character Model for Large Lexicon Applications. ICFHR 2010: 194-199 (SCOPUS-Indexed)