Mohammad Imroze Khan

With strong background in building AI and Machine Learning (ML) solutions that transform the user experience and workflow efficiency of enterprise services will establish a unique identity with top corporate firms for the betterment of the world. Experienced in building new products in Python scientific stack leverage challenging high-performance algorithms. Have extensive knowledge of research and development in design patterns, time and space-efficient algorithms through machine / deep learning, artificial intelligence, and embedded system, with strong concepts of unit testing, profiling, and code tuning. Willing to collaborate closely with the business to understand their analytical needs and translating them to technical requirements with ability to explain models in simple terms to a broader audience. Proficient in conducting laboratory and industrial experiments work with various databases & assess the effectiveness of data sources and data-gathering techniques to improve data collection methods. Hardworking and driven with superior organizational and analytical skills combined with unparalleled dedication to research excellence while informing the most appropriate ones on research methods and data collection procedures.

1. Member of the International Association of Engineers (IAENG), with membership number “105506”.

2. Member of the International Association of Computer Science and Information Technology (IACSIT), with membership number “80337170”.

3. Member Zariya Welfare Foundation, Bhilai

4. Member of Avartan, Technical fest of NIT Raipur

5. Member of Indian Press Council (Bhilai)

PATENT

India Patent Application No.: 202121044114
Title of the invention: Wearable Sensor System for Food Chew Sound Detection and Food Classification
Date of File: 29th September 2021
Date of Published: 3rd June 2022
Name of Patent Applicants & Inventors: Mohammad Imroze Khan, Bibhudendra Acharya, Rahul Kumar Chaurasiya

JOURNALS

1. Mohammad Imroze Khan, Bibhudendra Acharya, Rahul Kumar Chaurasiya, “iHearken: Chewing sound signal analysis based food intake recognition system using Bi-LSTM softmax network”, in Computer Method and Program in Biomedicine, (Elsevier, SCI, Impact factor 7.5, Q1, https://doi.org/10.1016/j.cmpb.2022.106843 )

2. Mohammad Imroze Khan, Bibhudendra Acharya, Rahul Kumar Chaurasiya, “Automatic Prediction of Glycemic Index Category from Food Images using Machine Learning Approaches”, in Arabian Journal for Science and Engineering, (Elsevier, SCI, Impact factor 4, Q1, https://doi.org/10.1007/s13369-022-06754-0)

3. Mohammad Imroze Khan, Bibhudendra Acharya, Rahul Kumar Chaurasiya, “iHearken: Bi-LSTM- HMM based dietary event tracking by chewing sound of food intake”, in Journal of Supercomputing. (Springer, SCI, under review)

4. Mohammad Imroze Khan, Bibhudendra Acharya, Rahul Kumar Chaurasiya, “iHearken: A mobile App for Automatic Prediction of Glycemic Index Category from Food Images for Obesity Management Using Machine Learning”, in Turkish Journal of Electrical Engineering & Computer Sciences, (SCIE, under review, )

5. Smriti Sahu, Maheedhar Dubey, Mohammad Imroze Khan and Jitendra Kumar, “Comparative Evaluation of Filters for Liver Ultrasound Image Enhancement Techniques” in International Journal of Emerging Trends & Technology in Computer Science (IJETTCS), (ISSN: 2278 – 6856), Volume 2 Issue 1 January - February 2013, pp. 161-165.

6. Smriti Sahu, Maheedhar Dubey and Mohammad Imroze Khan, “Comparative Analysis of Image Enhancement Techniques for Ultrasound Liver Image” in International Journal of Electronic-Governance and Research (IJEGAR), (ISSN: 2319 – 8451), Volume 1 Issue 3 December 2012, pp. 158-161.

7. Mohammad Imroze Khan, Samiksha Soni, Bibhudendra Acharya and Shirish Verma, “Implementation of Digital Watermarking using VHDL” in International journal of Computer Science & Communication (IJCSC). (ISSN: 0973-7391), Volume 3, No. 1, January-June 2012, pp. 14-22.

8. Mohammad Imroze Khan, Bibhudendra Acharya, Bikesh Kumar Singh and Jigyasa Soni, “Content Based Image Retrieval Approaches for Detection of Malarial in Blood Images” in International Journal of Biometrics and Bioinformatics (IJBB), (ISSN: 1985-2347), Volume 5, Issue 2, June 2011, pp. 97-110.

9. Sachin Harne, K J Satao and Mohammad Imroze Khan, "Biometric Authentication using Minutiae Fingerprint" International Journal of Research and Reviews in Computer Science (IJRRCS) (ISSN: 2079-2557), pp. 761- 768, Vol. 2, No 3, June 2011 issue.

10. Anjali Chandra, Bibhudendra Acharya and Mohammad Imroze Khan, “Retinex Image Processing: Improving the Visual Realism of Color Images" International Journal of Information Technology & Knowledge Management (ISSN: 0973-4414), pp. 371-377, Vol. 4, Issue-II of June 2011.

CONFERENCES

1. Mohammad Imroze Khan, Bibhudendra Acharya, Rahul Kumar Chaurasiya, “Hybrid BiLSTM-HMM based event detection and classification system for food intake recognition”, IEEE International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT 2022), ISBN no (IEEE Xplore is 978-1-6654-3647-2), held on 16 – 18 Feb 2022 in Trichy. (Won Best Paper Award), https://doi.org/10.1109/iceeict53079.2022.9768487

2. Mohammad Imroze Khan, Bibhudendra Acharya, Rahul Kumar Chaurasiya, “iHearken: Improved hybrid CTC-Attention model Plus Hidden Markov Model for Wearable Sensor-Based Chew Sound Dynamic State Estimation” in International Conference on Robotics, Automation and Communication Engineering for Industry 4.0, held on 4-5th Feb 2022 in Manav Rachna University Faridabad. (Won Best Paper Award)

3. Mohammad Imroze Khan, Bibhudendra Acharya, Rahul Kumar Chaurasiya, “Hybrid CTC/Attention-Based Automatic Chew Event Detection for Food Intake Classification”, In National Conference on Emerging Trends in Automation, Data Engineering, and Communication (NCETinADC 2021), ECE Dept. NIT Bhopal

4. Smriti Sahu, Maheedhar Dubey and Mohammad Imroze Khan, “Performance Analysis of Contrast Enhancement Techniques for Liver Ultrasound Images”, Proceeding of 2nd National Conference on Emerging & Innovative Trends in Computer Science (NCEITCS - 2013), Organized under TEQIP – II Technically sponsored by CSI- Hyderabad Chapter, April – 1 & 2, 2013.

5. Smriti Sahu, Maheedhar Dubey and Mohammad Imroze Khan, “Liver Ultrasound Image Analysis Using Image Enhancement Techniques” in International Journal of Advance Computer Research (IJACR), (ISSN: 2277 – 7970), Volume 2 Issue 6 December 2012, pp. 125-129.

6. Smriti Sahu, Maheedhar Dubey and Mohammad Imroze Khan “Performance Evaluation of Liver Ultrasound Images Using Image Processing Techniques” Proceeding of International Conference on Advances in Electrical, Electronics and Computer Sciences (ICAEECS 2012), organized by Institute for Research and Development, Bhubaneswar, Odisha, India, at Nagpur. pp. 11-16, 6th November 2012. (ISBN: 978-93-81693-68-4)

7. Swati Chandrakar and Mohammad Imroze Khan “Survey of Advance Image Enhancement Techniques for Early Detection of Breast Cancer” Proceeding of National Conference on Advancement in Computational Techniques & Applications (NCACTA-2011), Shri Vaishnav Institute of Management, Indore, M.P., India (Supported by IEEE Mumbai chapter & CSI Indore chapter). pp. 72-75, 18th June 2011. (ISBN: 978-81-920913-5-8)

8. Mohammad Imroze Khan, Samiksha Soni, Bibhudendra Acharya and Anjali Chandra “Fusion of Cryptography and Steganography for Advance Data hiding” Proceeding of National Conference on Advancement in Computational Techniques & Applications (NCACTA-2011), Shri Vaishnav Institute of Management, Indore, M.P., India. (Supported by IEEE Mumbai chapter & CSI Indore chapter). pp. 66-71, 18th June 2011. (ISBN: 978-81-920913-5-8)

9. Anjali Chandra, Mohammad Imroze Khan, Samiksha Soni and Bibhudendra Acharya “Multi-resolution Discrete Cosine Transform Based Image Compression”, Proceeding of International Conference on Advanced Computing, Communication and Networks [ICACCN-11], organized by Universal Association of Computer and Electronics Engineers (UACEE). pp. 158-162, June 2-3, 2011, Chandigarh.

10. Samiksha Soni and Mohammad Imroze Khan “Content Based Retrieval for Number Plate Extraction of Vehicle”, Proceeding of International Conference on Advanced Computing, Communication and Networks [ICACCN-11], organized by Universal Association of Computer and Electronics Engineers (UACEE). pp. 154-157, June 2-3, 2011, Chandigarh.

11. Mohammad Imroze Khan, Pankaj Jain and Samiksha Soni “A Modified Implementation of Hindi Text Data to Speech”, Proceeding of National Conference Urva Tech – 2011, Shri Shankaracharya Institute of Technology and Management, Bhilai, Chhattisgarh. March 17-18, 2011.

12. Pankaj Jain and Mohammad Imroze Khan “Advancement in ADPCM using HDL”, Proceeding of National Conference Techonologia 2011, MP Christian College of Engineering & Technology, Bhilai, Chhattisgarh, India. March 10-11, 2011.

13. Bibhudendra Acharya, Mohammad Imroze Khan, Sarat Kumar Patra and Ganapati Panda. “Implementation of Hybrid Cryptosystem Using Non-Invertible Matrices Based on Hill Cipher and RSA Algorithm”, Proceeding of National Conference on information and Communication Technology (NCICT-2011), Ewing Christian College (Autonomous College of Allahabad University), Allahabad, India. pp. 21-25, 5-6 March 2011. (ISSN: 978-93-80697-77-2)

14. Anjali Chandra, Bibhudendra Acharya and Mohammad Imroze Khan, “Face Detection Using Gabor Wavelet Transform and Neural Network” Proceeding of National Conference on information and Communication Technology (NCICT-2011), Ewing Christian College (Autonomous College of Allahabad University), Allahabad, India, pp.38-43 , 5-6 March 2011. (ISSN: 978-93-80697-77-2)

15. Mohammad Imroze Khan and Bikesh Kr. Singh, “Retrieval of Changes in Moving Objects in Multiple and Color Images”, International Conference on Communication, Computing & Security 2011, which was held on February 12 – 14 in NIT Rourkela, 2011 (Proceedings by ACM with ISBN-978-1-4503-0464-1)

16. Mohammad Imroze Khan, Bibhudendra Acharya, Shrish Verma, “Comparison between Different Illumination Independent Change Detection Techniques”, International Conference on Communication, Computing & Security 2011, pp. 347-350, which was held on February 12 – 14, in NIT Rourkela, 2011 (Proceedings by ACM with ISBN-978-1-4503-0464-1)

17. Bikesh Kr. Singh, G. R Sinha, Bidyut Mazumdar, Mohammad Imroze Khan, “Content Based Retrieval of X- ray Images Using Fusion of Spectral Texture and Shape Descriptors”, Second IEEE International Conference on Advances in Recent Technologies in Communication and Computing, ARTCom held in Kottayam, Kerala, India Oct 16-17, ARTCom 2010. pp 80 – 84. (The paper is published in IEEE Explore with ISBN: 978-1-4244-8093-7)

18. Bikesh Kr. Singh, G.R. Sinha and Mohammad Imroze Khan, “Comparison of Histogram & Spatiograms for Content Based Retrieval of Remote Sensing Images” International conference on recent trends in Business Administration and Information Processing, BAIP 2010, which was held on March 26-27, 2010 in Trivandrum, Kerala, India, Volume 70, 152-156, DOI: 10.1007/978-3-642-12214-9_26. The paper is published in Springer digital library.

19. Mohammad Imroze Khan and Fatema Ahmed “Moving Object Detection using Shading Model Statistical Circular Shift Moments” Proceeding of National conference Techonologia - 2010, MP Christian College of Engineering & Technology, Bhilai, Chhattisgarh. February 24-25, 2010

20. Rohit Miri and Mohammad Imroze Khan, “A Fuzzy Logic Approach for Dynamic Motion Planning in Mobile Robot” National conference, AICON 2010 which was held on 22nd to 24th January 2010 in Chhatarpati Shivaji Institute of Technology, Durg, Chhattisgarh, pp. 34 - 41

PAPER PRESENTED IN CONFERENCES

1. Dr. Moushmi Kar, (Dr.) Mrs. Kavita Thakur, Dr. A. S. Zadgaonkar and Bikesh Kr. Singh “Appropriate Windowing in Speech Parameter Extraction”, Second IEEE International Conference on Advances in Recent Technologies in Communication and Computing, ARTCom held in Kottayam, Kerala, India Oct 16-17, ARTCom 2010. The paper is published in IEEE Explore.