Deepu Rajan
Associate Professor
College of Computing and Data Science,
Nanyang Technological University
Research Interests
Research Grants
- Rolls-Royce@NTU Corporate Lab, Principal
Investigator, AI for Smart Image Understanding, S$530,000 (1/2019 - 1/2022)
- A*Star BMRC, Principal
Investigator, Differential saliency algorithms for facial skin visual appearance assessment, S$524,400 (06/2017 - 05/2019)
- Rolls-Royce@NTU Corporate Lab, Principal
Investigator, Electro-optical camera based object detection, identification and tracking at sea, S$319,175 (05/2015 - 7/2017)
- AcRF-Tier 1, Principal
Investigator, Video Analytics for Evaluation of Cataract Surgery by Trainee Surgeons, S$98,000 (11/2013 - 10/2015)
- NRF-IDM, Principal
Investigator, Attentional
Mechanisms for Video Retargeting, S$1,236,000 (12/2008 -
12/2011)
- IMI, Co-Principal
Investigator, The Application of Computational Aesthetics in the
Acquisition and Treatment of Digital Images, S$50,000 (4/2009 - 3/2010)
- NTU, Research Output Award & Recognition (ROAR), approx. $100,000 to support 1 Ph.D student (2007 - 2011)
- ICT Cluster, Principal
Investigator, Knowledge Discovery
with Multimodality Media Analysis, S$50,000 (9/2007 - 1/2008)
- URC (SEP), Co-investigator,
Click & Tell
(with a mobile phone)(an extension to the PET-DEVICE++ project,
S$50,000
(2006 - 2007)
- A*Star SERC, Collaborator,
Universal Multimedia
Access over 4G wireless network, S$611,000 (2004 - 2007)
- A*Star TSRP (Pilot),
Principal
Invesigator, Media Adaptation for Small Form Factor Devices
to Projection Surfaces, S$28,500
(10/2004 - 3/2005)
- A*Star TSRP (Pilot),
Co-Principal Investigator,
Summarization of Proceedings in a Smart Meeting Room, S$21,000
(10/2004
- 2/2005)
- URC, Co-investigator,
PET-DEVICE++ (Push
Pull Extraction Tool for Distributed Audiovisual Content Terminal),
S$269,545
(2002 - 2005)
Current Students
- Qiu Yihui
- Chang Jun Qing
- Zou Heqing
- Shen Meng
- Anshul Ashutosh
Graduated Students
- Xie Chen (Ph.D) - 2021, An embedded neuro-fuzzy architecture for explainable time series analysis
- Jubin Johnson (Ph.D) - 2017, Sampling-based image and video matting without compositing equation
- Hisham Cholakkal (Ph.D) - 2017, Classifier-based approaches for top-down salient object detection
- Karthik Muthuswamy (Ph.D) - 2015, Algorithms for saliency detection in videos
- Zhixiang
Ren (Ph.D, jointly with Prof. Clement Chia) - 2014, Exploring effective
data representation for saliency detection in image and video
- Behrouz Saghafi Khadem (Ph.D) - 2013, Human action recognition by embedding silhouettes and visual words
- Ehsan Shahrian Varnousfaderani (Ph.D) - 2013, Sampling-based approaches for image and video matting
- Ehsan Younessian (Ph.D) - 2013, A framework for associated news story retrieval
- Viswanath Gopalakrishnan (Ph.D) - 2011, Models for visual saliency in images and videos
- Alex Y. S. Chia (Ph. D, jointly with Prof. Maylor Leung) -
2010, Category level object detection and image classification
- Yiqun Hu (Ph. D) -
2008, Detection of visual
attention regions in images and videos
- Haoran Yi (Ph.D) -
2007, Motion based video
content indexing
- E. V. S. Ravishankar (MSAI)
- 2022, Water segmentation in videos
- Mareeta Mathai (M.
Engg.)
- 2015, Some methods for video forgery detection
- Guo Jing (M.
Engg.)
- 2007, Human motion
detection and tracking in videos
- Chua Kiat Lee
(M.Sc)
- 2005, A cDNA microarray
image analysis method
Research
Staff
- Shangbo Mao
- Prabodh Tripathi
- Dr. Zhou Weigui Jair
- Hotman Christianto
- Dr. Liangliang Wang
- Dr. Dilip Kumar Prasad (2015)
- Krishnaprasath Chandrasekar (2015)
- A. Praseedha Krishnan (2013)
- Hoang Minh Chau (2012)
- Ye Ruoping (2011)
- Zhang Xuejie (2011)
- Dr.
Yiqun Hu (2010)
- O. V. Ramana Murthy (2009)
- Budi Asmana Usman (2010)
- Dr. Zhanli Sun (2007)
- Dr. P. Shivakumara (2007)
Collaborator