Publications

Jounral Articles 

[1] Ahmed Selim*, Mohamed A. Elgharib* and Linda Doyle. “Painting Style Transfer for Head Portraits using Convolutional Neural Networks “, In ACM Transactions on Graphics (Proceedings of SIGGRAPH 2016), Anaheim, CA (To appear) *joint first author, sorted alphabetically 

[2] Greg Castanon, Mohamed A. Elgharib, Venkatesh Saligrama, Pierre-Marc Jodoin. ”Retrieval in Long Surveillance Videos using User Described Motion and Object Attributes.“, In IEEE Transactions on Circuits and Systems for Video Technology Manuscript/ Supplementary Material

[3] Mohamed A. Elgharib, Francois Pitie and Anil Kokaram. ”Blotch and Scratch Removal in Archived Film Using a Semi-transparent Corruption Model and a Ground-truth Generation Technique.“, In Springer EURASIP Journal on Image and Video Processing, 2013:33 Manuscript/ Supplementary Material

Conference Proceedings

[4] Kiana Calagari, Mohamed A. Elgharib, Piotr Didyk, Alexandre Kaspar, Wojciech Matusik and Mohamed Hefeeda “Gradient-based 2D-to-3D Conversion for Soccer Videos “. In ACM Multimedia (ACM MM ’15), Brisbane, Australia (Long paper)

[5] Mohamed A. Elgharib, Mohamed Hefeeda, Fredo Durand and Bill Freeman. “Video Magnification in Presence of Large Motion.“, In IEEE Computer Vision and Pattern Recognition, (CVPR ’15), 8-12 June., Boston, USA Manuscript/ Supplementary Material

[6] Mohamed A. Elgharib, Francois Pitie, Anil Kokaram and Venkatesh Saligrama. “User-Assisted Reflection Detection and Feature Point Tracking.“, In ACM European Conference on Visual Media Production, (CVMP ’13), 6-7 Nov., London, UK Manuscript/ Supplementary Material

[7] Mohamed A. Elgharib, Francois Pitie and Anil Kokaram. “Multiple Motion Estimation for Regions of Reflections through Layer Separation. “, In ACM European Conference on Visual Media Production (CVMP ’11), November 2011, London, UK. (Oral) Manuscript/Supplementary Material

[8] Mohamed A. Elgharib, Francois Pitie and Anil Kokaram. “Reflection Detection in Image Sequences“, In IEEE Computer Vision and Pattern Recognition (CVPR ’11), June 2011, Colorado, USA Manuscript/ Supplementary Material

[9] Mohamed A. Elgharib, Francois Pitie and Anil Kokaram. “Extraction of Non-binary Blotch Mattes. “, In proceedings of the International Conference on Image Processing (ICIP ’09), November 2009, pages 2757-2760, Cairo, Egypt Manuscript

Media Coverage:

System automatically converts 2-D video to 3-D, MIT News, November 2015 (featured on MIT main page)

System Automatically Converts 2D Video to 3D, Communications of ACM, November 2015. 

Small in Large: Amplifying small motions in large motions, MIT News, June 2015. 

What is Deep Learning, BBC News, January 2017. 

Van Gogh Comes to life: The Power of Machine Learning, Irish Tech News, November 2016. 

Patents: 2 applciations in process