Publications

Research Interests:

Multimedia Security: Sensor Forensics, Image Analysis and Machine Learning for Remote Sensing, Signal Processing for Healthcare, Low Complexity Image Analysis

Current citation data available at Google Scholar , DBLP link and ORCID

Codes and Datasets corresponding to some of these papers can be obtained from Resources

Journals

[PDF] [Code] [Dataset] Sharad Joshi, Nitin Khanna, "Source Printer Classification using Printer Specific Local Texture Descriptor," IEEE Transactions on Information Forensics and Security (TIFS), 2019 (Impact Factor: 5.824).
[Code] [Dataset] Sharad Joshi, Suraj Saxena, Nitin Khanna, "First Steps Toward CNN based Source Classification of Document Images Shared over Messaging App," Elsevier Signal Processing: Image Communication, Oct. 2019 (Impact Factor: 2.07).
Nikita Agarwal, Athira Haridas, Nitin Khanna, Pradeep Srivastava, Vikrant Jain, “Study of Morphology and Degradation of Lunar Craters using Chandrayaan–1 Data,” Planetary and Space Science, Mar. 2019 (Impact Factor: 1.82).
Anoop Kant Godiyal, Hemant Kumar Verma, Nitin Khanna, and Deepak Joshi, "A Force Myography-Based System for Gait Event Detection in Overground and Ramp Walking," IEEE Transactions on Instrumentation and Measurement, Oct. 2018 (Impact Factor: 2.46).
[Code] Vinay Verma, Nikita Agarwal, Nitin Khanna, "DCT-domain Deep Convolutional Neural Networks for Multiple JPEG Compression Classification", Elsevier Signal Processing: Image Communication, Sep. 2018 (Impact Factor: 2.07)
[PDF] Sharad Joshi, Nitin Khanna, "Single Classifier-Based Passive System for Source Printer Classification Using Local Texture Features," IEEE Transactions on Information Forensics and Security (TIFS), Jul. 2018 (Impact Factor: 5.824).
Sharad Joshi, Kishor P. Upla, Nitin Khanna, "Consistent Pan-Sharpening based on Multistage Joint and Dual Bilateral Filters ", Journal of Applied Remote Sensing, International Society for Optics and Photonics , Jun. 2018 (5-Year Impact Factor: 1.1).
Awaneesh Upadhyay, Sameer V. Dalvi, Gaurav Gupta, Nitin Khanna, “Effect of Pegylation on Performance of Protein Microbubbles and its Comparison with Lipid Microbubbles”, Materials Science and Engineering: C, Feb. 2017 (2016 Impact Factor: 4.164, 5-Year Impact Factor: 3.926).
H. E. Miller, N. Khanna, C. J. Boushey, S. Gelfand, and E. J. Delp, “Temporal Dietary Patterns Derived among US Adults using NHANES 1999-2004 are Associated with Diet Quality,” Journal of the Academy of Nutrition and Dietetics (JAND), Elsevier, Feb. 2016 (2016 Impact Factor: 3.399, 5-Year Impact Factor: 4.106).
F. Zhu, M. Bosch, N. Khanna, C. J. Boushey, and E. J. Delp, "Multiple Hypotheses Image Segmentation and Classification with Application to Dietary Assessment," IEEE Journal of Biomedical and Health Informatics (J-BHI), Jan. 2015 (Impact Factor: 3.451).
A. H. Tayyebi, A. Tayyebi, and N. Khanna, “Assessing Uncertainty Dimensions in Land-Use Change Models: Using Swap and Multiplicative Error Models for Injecting Attribute and Positional Errors in Spatial Data”, International Journal of Remote Sensing (IJRS), Dec. 2014 (2016 Impact Factor: 1.724).
P.-J. Chiang, N. Khanna, A. K. Mikkilineni, M. V. O. Segovia, S. Suh, J. P. Allebach, G. T. C. Chiu, and E. J. Delp, “Printer and Scanner Forensics,” IEEE Signal Processing Magazine, Mar. 2009 (Impact Factor: 9.654).
N. Khanna, A. K. Mikkilineni, and E. J. Delp, “Scanner Identification using Feature-Based Processing and Analysis,” IEEE Transactions on Information Forensics and Security (TIFS), Mar. 2009 (Impact Factor: 4.332).
N. Khanna, A. K. Mikkilineni, and E. J. Delp, “Forensic Camera Classification: Verification of Sensor Pattern Noise Approach,” Forensic Science Communications (FSC), Jan. 2009 (a peer-reviewed forensic science journal published quarterly by FBI Laboratory personnel).
S. Kumar, R. Gupta, N. Khanna, S. Chaudhury, and S. D. Joshi, “Text Extraction and Document Image Segmentation using Matched Wavelets and MRF Model,” IEEE Transactions on Image Processing (TIP), Aug. 2007 (Impact Factor: 4.828).
N. Khanna, A. K. Mikkilineni, A. F. Martone, G. N. Ali, G. T.-C. Chiu, J. P. Allebach, and E. J. Delp, “A Survey of Forensic Characterization Methods for Physical Devices,” Digital Investigation, Sep. 2006 (2016 Impact Factor: 1.774, 5-Year Impact Factor: 2.367).

arXiv Pre-Prints

Hardik Jain, Gaurav Gupta, Sharad Joshi, Nitin Khanna, "Passive Classification of Source Printer using Text-line-level Geometric Distortion Signatures from Scanned Images of Printed Documents", arxiv pre-print.

Book Chapters

Anoop Kant Godiyal, Vinay Verma, Nitin Khanna, Deepak Joshi, “Force Myography and its applications to Human Locomotion”, Biomedical Signal Processing- Advances in Theory, Algorithms and Applications, Springer, 2019.
[PDF] Hemant K. Verma, Vinay Verma and Nitin Khanna, “Mathematical Models for Digital Imaging and their Applications in Digital Image Forensics,” Vol.2, pp. 72-107, Book title: “Frontiers in Information System: Mathematics Applied in Information System”, Bentham Science Publishers, 2018.
P.-J. Chiang, N. Khanna, A. K. Mikkilineni, M. V. O. Segovia, J. P. Allebach, G. T. C. Chiu, and E. J. Delp, Intelligent Multimedia Analysis for Security Applications. San Diego, CA: Academic Press, 2010, vol. 1, ch. Printer and Scanner Forensics: Models and Methods, editors: H. T. Sencar, N. Nikolaidis, S. Velastin, S. Lian.

Peer Reviewed Refereed Conference Proceedings (Partial List)

International Conferences held Outside India (Scopus Indexed)

[Code] Vinay Verma and Nitin Khanna, "CNN-based System for Speaker Independent Cell-Phone Identification from Recorded Audio," IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, California, US, Jun., 2019.
Sharad Joshi, Mohit Lamba, Vivek Goyal and Nitin Khanna, “Augmented Data and Improved Noise Residual-Based CNN for Printer Source Identification,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASPP), Calgary, Canada, April 2018.
Nitin Khanna, Heather A. Eicher-Miller, Hemant K. Verma, Carol J. Boushey, Saul B. Gelfand, and Edward J. Delp, "Modified Dynamic Time Warping (MDTW) for Estimating Temporal Dietary Patterns," in Proceeding of the 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP), Montreal, Canada, November 2017.
C. Xu, Y. He, N. Khanna, C. J. Boushey, and E. J. Delp, “Model-Based Food Volume Estimation Using 3D Pose”, IEEE International Conference on Image Processing (ICIP), pp. 2534-2538, Melbourne, Australia, 15-18 September 2013.
M. Bosch, F. Zhu, N. Khanna, C.J. Boushey, and E.J. Delp, “Combining Global and Local Features for Food Identification in Dietary Assessment,” International Conference on Image Processing (ICIP), pp. 1789-1792, Brussels, Belgium, September, 2011.
F. Zhu, M. Bosch, N. Khanna, C.J. Boushey, and E.J. Delp, “Multilevel Segmentation for Food Classification in Dietary Assessment,” 7th International Symposium on Image and Signal Processing and Analysis (ISPA), pp. 337-342, Dubrovnik, Croatia, September, 2011.
N. Khanna and E. J. Delp, “Intrinsic Signatures for Scanned Documents Forensics: Effect of Font Shape and Size,” IEEE International Symposium on Circuits and Systems (ISCAS), pp. 3060-3063, Paris, France, May 2010.
A. K. Mikkilineni, N. Khanna, and E. J. Delp, “Texture Based Attacks on Intrinsic Signature Based Printer Identification,” Proceedings of the SPIE International Conference on Media Forensics and Security II, vol.7541, no. 1, pp. 75410T-12, San Jose, CA, January 2010.
N. Khanna and E. J. Delp, “Source Scanner Identification for Scanned Documents,” First IEEE International Workshop on Information Forensics and Security (WIFS), London, UK, December 2009, pp. 166-170.
N. Khanna, A. Roca, G. T. C. Chiu, J. P. Allebach, and E. J. Delp, “Improvements on Image Authentication and Recovery Using Distributed Source Coding,” Proceedings of the SPIE International Conference on Security, Steganography, and Watermarking of Multimedia Contents XI, vol. 7254, no. 1, San Jose, CA, January 2009, p.725415.
N. Khanna, G. T. Chiu, J. P. Allebach, and E. J. Delp, “Forensic Techniques for Classifying Scanner, Computer Generated and Digital Camera Images,” Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Las Vegas, NV, March 2008, pp. 1653-1656.
N. Khanna, G. T. Chiu, J. P. Allebach, and E. J. Delp, “Scanner Identification with Extension to Forgery Detection,” Proceedings of the SPIE International Conference on Security, Steganography, and Watermarking of Multimedia Contents X, vol. 6819, no. 1, pp. 68190G-10, San Jose, CA, January 2008, p. 68190G.
N. Khanna, A. K. Mikkilineni, G. T.-C. Chiu, J. P. Allebach, and E. J. Delp, “Forensic Classification of Imaging Sensor Types,” Proceedings of the SPIE International Conference on Security, Steganography, and Watermarking of Multimedia Contents IX, pp. 65050U, San Jose, CA, January 2007.
N. Khanna, A. K. Mikkilineni, G. T.-C. Chiu, J. P. Allebach, and E. J. Delp, “Scanner Identification Using Sensor Pattern Noise,” Proceedings of the SPIE International Conference on Security, Steganography, and Watermarking of Multimedia Contents IX, pp 595-599, Vol. 2, San Jose, CA, January 2007.
S. Kumar, N. Khanna, S. Chaudhury, and S. D. Joshi, “Locating Text in Images using Matched Wavelets,” Proceedings of Eighth International Conference on Document Analysis and Recognition., Seoul, Korea, August 2005.

International Conferences held in India (Scopus Indexed)

Hemant Kumar Verma, Arunav Saikia, and Nitin Khanna, “A Hybrid Model for CFA Interpolation Detection”, IEEE 3rd International Conference on Identity, Security and Behavior Analysis, IIIT Delhi, Feb. 2017. (Double blind review process with previous two editions of the conference held in China and Japan; 4th edition will be at NTU Singapore).
Hardik Jain, Joydeep Das, Hemant Kumar Verma, and Nitin Khanna, “An Enhanced Statistical Approach for Median Filtering Detection using Difference Image”, IEEE 3rd International Conference on Identity, Security and Behavior Analysis, IIIT Delhi, Feb. 2017. (Double blind review process with previous two editions of the conference held in China and Japan; 4th edition will be at NTU Singapore).
V. K. Verma and N. Khanna, “Indian Language Identification Using K-Means Clustering and Support Vector Machine (SVM)”, IEEE Students' Conference on Engineering and Systems (SCES), MNNIT, Allahabad, India, Apr. 2013.

National Conferences (Scopus Indexed)

Vinay Verma, Preet Khaturia, and Nitin Khanna, "Cell-Phone Identification from Recompressed Audio Recordings," 24th National Conference on Communications (NCC), IIT Hyderabad, Feb. 2018.
Sharad Joshi, Gaurav Gupta, Nitin Khanna, "Source Classification using Document Images from Smartphones and Flatbed Scanners ," National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIG), IIT Mandi, Dec. 2017. (Double Blind Review).

Patents (Filed)

1. "Secure Authentication Using Dynamic Passcode"

Application: September 15, 2014, Filed Complete Patent Application: September 15, 2015

Patent Application Number (India): 2646/DEL/2014

Title: Secure Authentication Using Dynamic Passcodes

Applicants: Puneet Goyal, Nitin Khanna, Radheyshyam, Joohi Chauhan

Priority date: 15th September 2014

PCT filed on 15th September 2015 - PCT/IB2015/057079 (ISA - IN)

Canada Patent Application (Filed- 15th September 2015).

2. "A System and Method For Security Enhancement"

Patent Application Number (India): 2247/DEL/2014

Title: A System and Method For Security Enhancement

Applicants: Puneet Goyal and Nitin Khanna

Filed Complete Patent Application: 7th August 2014

PCT filed on 28th April 2015 - PCT/IB2015/053080 (ISA - EP)

US Patent Application 14/809746 (Filed- 27th July 2015)

Canada Patent Application 2899803 (Filed- 6th Aug 2015)

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