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Faculty Profile
Dr. Binju Saju
Dr. Binju Saju
Assistant Professor

Dr. Binju Saju is an Intelligent Assistant Professor promotes thoughtful in-classroom discussion. Meticulous Teacher skilled in developing and maintaining student engagement in online and in-classroom environments. Strong foundation of providing engaging course content. More than eight years of experience assisting UG and PG students within the academic sphere. Extensive research experience in Artificial Intelligence and Machine Learning backed by publications in different journals and presentations at major conferences. Thoughtful understanding of intricacies of education and curriculum planning. Skilled in delivering scheduled lectures and collecting educational information for use in presentations. Committed to serving as mentor and liaison for many students.

Binju Saju’s research interests are focused on Machine Learning, Artificial Intelligence, Image Processing and Deep Learning.  

Journals Publications

  • Saju, B. ., & R, R. . (2023). An Image Quality Selection and Effective Denoising on Retinal Images Using Hybrid Approaches . International Journal on Recent and Innovation Trends in Computing and Communication, 11(5), 170–180. https://doi.org/10.17762/ijritcc.v11i5.6603

  • Saju B, Tressa N, Dhanaraj RK, Tharewal S, Mathew JC, Pelusi D. Effective multi-class lung disease classification using the hybrid feature engineering mechanism. Math Biosci Eng. 2023 Nov 7;20(11):20245-20273. doi: 10.3934/mbe.2023896. PMID: 38052644.

  • Binju Saju and Rajesh R, “Eye-Vision Net: Cataract Detection and Classification in Retinal and Slit Lamp Images using Deep Network” International Journal of Advanced Computer Science and Applications(IJACSA), 13(12), 2022. http://dx.doi.org/10.14569/IJACSA.2022.0131227

  • Saju, B., & Rajesh, R. (2022). Denoising and contrast enhancement of normal eye images and slit lamp images of cataract using optimized deep learning model. International Journal of Health Sciences, 6(S5), 833–852. https://doi.org/10.53730/ijhs.v6nS5.8764

  • Saju, B., Rajesh, R. (2022). A Comprehensive Study on Computer-Aided Cataract Detection, Classification, and Management Using Artificial Intelligence. In: Saraswat, M., Sharma, H., Balachandran, K., Kim, J.H., Bansal, J.C. (eds) Congress on Intelligent Systems. Lecture Notes on Data Engineering and Communications Technologies, vol 114. Springer, Singapore. https://doi.org/10.1007/978-981-16-9416-5_25

Conference Publications

  • B. Saju, V. Asha, A. Prasad, V. A, A. S and S. P. Sreeja, "Prediction Analysis of Hypothyroidism by Association," 2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), Bhilai, India, 2023, pp. 1-6, doi: 10.1109/ICAECT57570.2023.10117641.

  • B. Saju, V. Asha, S. C. Murali, V. D, V. Kumar and B. Nithya, "ML based Prototype for Skin Cancer Detection," 2022 3rd International Conference on Communication, Computing and Industry 4.0 (C2I4), Bangalore, India, 2022, pp. 1-6, doi: 10.1109/C2I456876.2022.10051378.

  • B. Saju, L. Thomas, F. Varghese, A. Prasad and N. Tressa, "Deep Learning-Based Brain Tumor Classification Prototype Using Transfer Learning," 2023 International Conference on Advances in Intelligent Computing and Applications (AICAPS), Kochi, India, 2023, pp. 1-7, doi: 10.1109/AICAPS57044.2023.10074201.

  • B. Saju, V. Asha, A. Prasad, H. K. P, R. V and A. P. Nirmala, "Heart Disease Prediction Model using Machine Learning," 2022 International Conference on Automation, Computing andRenewable Systems (ICACRS), Pudukkottai, India, 2022, pp. 723-729, doi:10.1109/ICACRS55517.2022.10029273.

  • B. Nithya, A. V, A. P. Nirmala, B. Saju, D. Parth and J. Komal, "Effectual Assessment of Machine Learning-based Heart Failure Prediction Prototype," 2022 International Conference on Automation, Computing and Renewable Systems (ICACRS), Pudukkottai, India, 2022, pp. 1467- 1472, doi: 10.1109/ICACRS55517.2022.10029187.

  • S. P. Sreeja, V. Asha, B. Saju, N. CP, P. O. Prakash and A. K. Singh, "Real Estate Price Prediction using Machine Learning," 2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), Bhilai, India, 2023, pp. 1-7, doi: 10.1109/ICAECT57570.2023.10117910.

  • A. Prasad, V. Asha, B. Saju, L. S and M. P, "Poaceae Family Leaf Disease Identification and Classification Applying Machine Learning," 2022 International Conference on Automation, Computing and Renewable Systems (ICACRS), Pudukkottai, India, 2022, pp. 730-735, doi:10.1109/ICACRS55517.2022.10029099.

  •  S. P. Sreeja, V. Asha, B. Saju, P. T S and Prajwal, "Pituitary Tumor Classification using Machine Learning," 2022 3rd International Conference on Communication, Computing and Industry 4.0(C2I4), Bangalore, India, 2022, pp. 1-6, doi: 10.1109/C2I456876.2022.10051344.

  • S. P. Sreeja, V. Asha, B. Saju, P. P. Chandrakantbhai, P. Prabhasan and A. Prasad, "Cotton Plant Disease Prediction using Deep Learning," 2022 3rd International Conference on Communication,Computing and Industry 4.0 (C2I4), Bangalore, India, 2022, pp. 1-6, doi:10.1109/C2I456876.2022.10051527.

  • M. Govindaraj, V. Asha, B. Saju, M. Sagar and Rahul, "Machine Learning algorithms for Disease Prediction Analysis," 2023 5th International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, 2023, pp. 879-888, doi:10.1109/ICSSIT55814.2023.10060987.

  • A. Prasad, V. Asha, B. Saju, S. M. Manoj, P. Manoj Kumar and B. N. Ramesh, "Machine Learning for Identification of Immedicable Renal Disease," 2023 5th International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, 2023, pp. 1-7, doi: 10.1109/ICSSIT55814.2023.10061031.

  • V. C. R, V. Asha, B. Saju, S. N, T. R. Mrudhula Reddy and S. K. M, "Face ecognition and Identification Using Deep Learning," 2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), Bhilai, India, 2023, pp. 1-5, doi: 10.1109/ICAECT57570.2023.10118154.

  • V. Asha, A. P. Nirmala, B. Saju, A. Sk, A. K. Das and A. Sharma, "Role of  Block chain Technology in Healthcare," 2023 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), Erode, India, 2023, pp. 370-374, doi:10.1109/ICSCDS56580.2023.10104832.

  • V. Asha, B. Saju, S. Mathew, A. M. V, Y. Swapna and S. P. Sreeja, "Breast Cancer classification using Neural networks," 2023 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), Bengaluru, India, 2023, pp. 900-905, doi: 10.1109/IITCEE57236.2023.10091020.

  • S. P. Sreeja, V. Asha, B. Saju, P. K. C, P. Manasa and V. C. R, "Classifying Chest X-rays for COVID-19 using Deep Learning," 2023 International Conference on Intelligent and Innovative  Technologies in Computing, Electrical and Electronics (IITCEE), Bengaluru, India, 2023, pp. 1084-1089, doi: 10.1109/IITCEE57236.2023.10090915.

  • B. Saju, M. K. Gopal, B. Nithya, V. Asha and V. Kumar, "Analysis on Role of Quantum Computing in Machine Learning," 2022 Fourth International Conference on Cognitive Computing and Information Processing (CCIP), Bengaluru, India, 2022, pp. 1-8, doi: 10.1109/CCIP57447.2022.10058679.

  • V. Asha, S. P. Sreeja, B. Saju, N. C S, P. G. N and A. Prasad, "Performance Analysis of Olympic Games using Data Analytics," 2023 Second International Conference on Electronics and Renewable Systems (ICEARS), Tuticorin, India, 2023, pp. 1436-1443, doi: 10.1109/ICEARS56392.2023.10084943.

  • S. P. Sreeja, V. Asha, B. Saju, N. CP, P. O. Prakash and A. K. Singh, "Real Estate Price Prediction using Machine Learning," 2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), Bhilai, India, 2023, pp. 1-7, doi: 10.1109/ICAECT57570.2023.10117910.

  • B. Saju, V. Asha, A. Prasad, V. A, A. S and S. P. Sreeja, "Prediction Analysis of Hypothyroidism by Association," 2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), Bhilai, India, 2023, pp. 1-6, doi: 10.1109/ICAECT57570.2023.10117641.

  • A. P. Nirmala, V. Asha, B. Saju, S. C. Murali, D. P. Jacob and B. J. Mathew, "Comparative Analysis of Quantum Computing Algorithm," 2023 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), Ernakulam, India, 2023, pp. 1-7, doi: 10.1109/ACCTHPA57160.2023.10083363.

  • S. P. Sreeja, V. Asha, B. Saju, P. K. C, P. Manasa and V. C. R, "Classifying Chest X-rays for COVID-19 using Deep Learning," 2023 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), Bengaluru, India, 2023, pp.1084-1089, doi: 10.1109/IITCEE57236.2023.10090915.

  • B. Saju, S. Jose and A. Antony, "Comprehensive Study on Sentiment Analysis: Types, Approaches, Recent Applications, Tools and APIs," 2020 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), Cochin, India, 2020, pp. 186-193, doi: 10.1109/ACCTHPA49271.2020.9213209.

Patents Published

  • A Framework And Method For Clothing Customization Through Virtual Outfit Designing-202241047189

  • Automatic Room Light Controller Using Visitor Counter- 202241047188

  • A Novel, Secure And Smart Automation System To Assist Aged And Disabled In Home Environment-202241047200

  • A Novel System Dreamzaa [Speech To Anime] Using Ml, Python, React-Native And Java-202241047216

  • Live Weather Station Monitoring system using Esp 8266-202241047222

  • ML Based Prototype For Skin Cancer Detection, 202341020860

  • Real Time Sign Language Detection, 202341020874

  • Covid-19 Detection on chest x-ray using Deep learning, 202341020898

  • ML Based Prototype For Image Cartooning, 202341020937

  • ML Based Social Distance Detector, 202341020993

Research Interests:

  • Machine Learning

  • Artificial Intelligence

  • Deep Learning 

  • Image Processing

Email Phone Date Of Joining
binju.cs[@]adishankara.[ac].[in] 0484-263825 05-01-2024