Academic Profiles

Kahlil Muchtar, ST., M. Eng, Ph. D. | Lecturer at Syiah Kuala University, Aceh, Indonesia


2003-2007 (ST.) : Dept. of Teknik Informatika, STT-PLN (Sekolah Tinggi Teknik PLN), Jakarta, Indonesia

2010-2012 (M. Eng) : Dept. of Computer Science and Information Engineering, Asia University, Taichung, Taiwan

2013-2017 (Ph. D.) : Dept. of Electrical Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan

FSD Unsyiah | GScholar         | Scopus ID     | Academic_Email|
[Click Here]   | [Click Here]   | [Click Here] | []

Conference Papers:

-APSIPA’2011, Xi’an, China

mmsp2014-During poster session, 2nd day of MMSP’2014 Jakarta, Indonesia.


Journal Papers:

  • C.-Y. Lin, K. Muchtar, J.-Y. Lin, Y.-H. Sung, and C.-H. Yeh, “Moving Object Detection in the Encrypted Domain,” Multimedia Tools and Applications, no., 2016. (SCI) (Impact Factor: 1.346) New!
  • Chih-Yang Lin, Kahlil Muchtar, Chia-Hung Yeh, “Robust Techniques for Abandoned and Removed Object Detection Based on Markov Random Field,” accepted (May 2016) to Journal of Visual Communication and Image Representation. (EI, SCI) (SCImago Journal Rank (SJR): 0.749 , Impact Factor: 1.218). New!
  • C.-H. Yeh, C.-Y. Lin, K. Muchtar, H.-E. Lai, and M.-T. Sun, “Three-Pronged Compensation and Hysteresis Thresholding for Moving Object Detection in Real-Time Video Surveillance,” IEEE Trans. on Industrial Electronics, no., 2016. (EI, SCI) Ranking: 1.6%, IF: 6.38 New!
  • C.-H. Yeh, C.-Y. Lin, and K. Muchtar, “RGB-D abandoned object detection based on GrabCut using Kinect,” Journal of Internet Technology, vol. 18, no.4, Jul. 2017. (SCI) Ranking: 86%, IF: 0.533 New!
  • Chia-Hung Yeh, Chih-Yang Lin, Kahlil Muchtar, and Pin-Hsian Liu, “Rain streak removal based on non-negative matrix factorization,” accepted by Multimedia Tools and Applications, Nov. 2017.  [SCIE 2016 IF=1.530, Ranking= 43.3%New!


Publication Number : I476703 ( 2015/03/11 ~ 2032/08/08 )

[certificate_in_chinese] [abstract_english] [patent_link_id_I476703]



  • Ministry of Education (Taiwan), The 2013 Intelligent Electronics System Design Contest Award to Kahlil Muchtar, et al. of National Sun Yat-Sen University for Excellent achievement in the System Application Category. [NSYSU-MMLAB].

Related news:,r135-1.php (in Chinese)


IE Contest Achievement

  • Silver Award (NT$ 50,000) – Intel Taiwan Intelligent Systems Design Student Contest 2013 (NSYSU MMLAB),

Related news:

Note of apps: our iOS-apps called SuperNova will capture the several images and send it to cloud, then cloud computing will handle Structure From Motion and yield 3D-ready model and send it back to iOS-based-device (iPhone and iPad), ready to open, lightweight-processing and real-time.


Supernova@Stand of Our Team

IMG_6766_res@Resto near Kaohsiung Arena, Celebrating the award

  • Second Prize, Winners of 2014 Intel Cup Embedded System Design Invitational Contest (Shanghai, China), MMLAB-SuperNova Team.

Topic: “3D Genie- A Light-weight 3D Reconstruction System Equipped with Intel Atom Chipset”

res_intel_2@Award Ceremony :)

res_intel@Intel Asia-Pacific Research & Development Ltd, Shanghai.

thebund@The Bund, the must-go spot in Shanghai!

Intel_class@Undergraduate class, cheers!

Front@Qualcomm Beijing, corporate-college cooperation!

  • The Best Ph.D. Dissertation Award by IICM (Institute of Information & Computing Machinery), Taiwan 2018 (04/21/18)


  • Ph.D. Oral Defense (05/05/17)

timeline_20170510_204226@Dr. K! ^^

Last edited: April 26, 2018.