Admission Hotline

70 347 800 74 , 70 347 800 73

College Code : SCM

+91 484 2882900 , +91 484 2450330

Faculties

Computer Science & Engineering

Aswathy K Cherian

Assistant Professor

Specialisation: Computer Science and Engineering

Room: Computer Science and Engineering 4th Floor, Administrative Block

aswathycherian@scmsgroup.org

0848-2450330 Extn:120
8754208760

Educational Qualifications

  • Pursuing PHD in Image Processing at SRM Institute of Science and Technology, Chennai.
  • MTech in Computer Science & Engineering, SRM Institute of Science and Technology, Chennai.
  • BTech in Information Technology, Rajagiri School of Engineering and Technology, Ernakulam.

 
Employment History

  • Assistant Professor at SCMS School of Engineering & Technology, Karukutty from April 2021 till date.
  • Working as Assistant Professor in Computer Science and Engineering, Kattankulathur Campus, SRMIST from 12th June 2017 to 31st March 2021.
  • Worked as Software Engineer in Accenture Services Ltd, Chennai from the period July 2012- August 2015.

 

Key Responsibilities Held

Responsibilities Held

  • Faculty Advisor for 2017-2021 B.Tech CSE batch.
  • Mentor and counsellor
  • Worked as a member of NAAC Journal publication team.
  • In charge of the Big Idea Club to motivate students with innovative minor projects.
  • IET faculty representative of CSE Department.
  • Course co-ordinator  for Game Programming
  • Prepared syllabus for 2 courses for the 2018 regulation  of the institution.
  • Prepared University Question Paper for SRM IST in 2018, 2019, 2020.
  • B.Tech Project Guide
  • Session Track Incharge in International Conference
  • Technical Committee in International Conference
  • Result Analysis Committee of the department
  • Anti-ragging Committee of SRM

 
Teaching Interests

  • Data Structures
  • Object Oriented Programming in C++.
  • Digital System Design
  • Game Programming
  • Operating Systems
  • Database Management System
  • Compiler Design
  • Multimedia Tools and Applications

 
Research Interests

  • Data Mining
  • Machine Learning
  • Deep Learning
  • Image Processing

 
Publications

  • Aswathy K Cherian, E Poovammal “Survey on Mammographic Detection and  Diagnosis of Breast Cancer” in ‘International Journal of Pharmacy and Technology’ Dec-2016 Vol 8 Issue No.4 5188-5197.
  • Aswathy K Cherian, E Poovammal “Automatic Feature Extraction for Breast Density Segmentation and Classification” in ‘Asian Journal of Pharmaceutical and Clinical Research’ Vol. 10, no. 12, Dec. 2017, pp. 111-115.
  • Het K Patel, Sanket Singh, Aswathy K Cherian,’FEATURE ANALYSIS OF LOG FILES USING HADOOP’ in International Journal of Pure and Applied Mathematics , Vol 118 No 22 2018, 845-851
  • Aswathy K Cherian, Vaseem Ali, P.M. Shaheen,’ AN EFFECTIVE DATA MINING TECHNIQUE FOR THE MULTICLASS PROTEIN SEQUENCE CLASSIFICATION’ in Journal of Critical Reviews, Vol 7, Issue 6, 2020 Pg 180-186
  • Aswathy K Cherian, Kartik Jonnavithula, Daanvir Singh ‘A Deep Learning Approach to Detect Human Behaviour Using Smart Phones’, International Journal of Advanced Science and Technology Vol. 29, No. 6, (2020), pp. 2538 - 2549
  • Aswathy K Cherian, Pankaj Kumar, P. Saahil Kumar Reddy, Dr.E. Poovammal,’ DETECTING BARS IN GALAXIES USING CONVOLUTIONAL NEURAL NETWORKS’ in Journal of Critical Reviews, Vol 7, Issue 6, 2020 Pg 189-194
  • Aditya Kumar, Aswathy K Cherian,‘ Adaptive System For Prediction of Air Quality Index‘,International Journal of Advanced Science and Technology Vol. 29, No. 6, (2020), pp. 2550 - 2561
  • Aswathy K. Cherian, Aviral Rai, Vishvesh Jain,’ FLIGHT TRAJECTORY PREDICTION FOR AIR TRAFFIC MANAGEMENT’, in Journal of Critical Reviews, Vol 7, Issue 6, 2020 Pg 412-416
  • Masoom Patel, Pranav Sharma, Aswathy K Cherian,’ BULLY IDENTIFICATION WITH MACHINE LEARNING ALGORITHMS’, in Journal of Critical Reviews, Vol 7, Issue 6, 2020 Pg 417-425
  • Aswathy K Cherian, Aakash Tripathi, Shrey, ‘Detecting Hate Speech on Social Media Using Machine Learning’, in International Journal of Psychosocial Rehabilitation, Vol. 24, Issue 08, 2020 pg 1047-1058
  • Aswathy K Cherian, Poovammal. E,“Image Augmentation Using Hybrid Ransac Algorithm”, Webology, Vol. 18, April 2021, pg: 237-254 (SNIP: 0.757)
  • Aswathy K Cherian, Poovammal. E, “Classification Algorithms for Remote Sensing Images”, IOP Conference Series: Materials Science and Engineering, vol. 1130, Dec 2020. (SNIP:0.543)

 

Book Chapters

  • Aswathy K Cherian, Poovammal. E, “Anomaly Detection in Real-time Surveillance Videos using Deep Learning”  in Springer - Advances in Intelligent systems and Computing. ( SNIP : 0.429)
  • Aswathy K Cherian, Poovammal. E, Yash Rathi., “Improving Image Resolution on Surveillance Images using SRGAN”, in Springer Lecture Notes in Networks and Systems (SNIP: 0.211).

 

 

Technical programs attended

International Conferences:

  • Presented paper on “Image Segmentation for Feature Extraction” in the International Conference on Recent Trends in Computing and Information Technology ICRTCIT on March 27, 2017.
  • Presented paper on “Feature analysis of Log Files Using Hadoop” in the International Conference on Research Development in Engineering Science and Technology ICRDEST 2018 on February 19, 2018.
  • Presented paper on “Prediction of Air Quality Index” in the International Conference on Internet of Things  ICIoT 2019 on March 11, 2019.
  • Presented paper on “A Recent Survey on Human Behaviour Detection UsingSmart Phone Sensors” in the International Conference on Internet of Things  ICIoT 2019 on March 11, 2019.     
  • Presented paper on “Anomaly Detection in Real-time Surveillance Videos using Deep Learning” at the 4th International Conference On Computational Vision and Bio Inspired Computing(ICCVBIC 2020), springer on 3rd Nov 2020.
  • Presented paper on “Classification Algorithms For Remote Sensing Images” at the ICARSES-2020 , SRM IST on 3rd Dec 2020.
  • Presented paper on “Improving Image Resolution on Surveillance Images using SRGAN” to 5th International Conference on Inventive Systems and Control (ICISC 2021), springer on 7th Jan 2021       

 

Workshops Organised:

  • International Conference on Internet of Things organized by Department of Computer Science and Engineering, SRM Institute of Science and Technology, Kattankulathur, Chennai, 11 – 15 March 2019.
  • National level workshop on "Big Data Analytics Tools NWBAT 2018", organized by Department of Computer Science and Engineering, SRM Institute of Science and Technology, Kattankulathur, Chennai, during 6th  to 10th  February 2018.
  • National level workshop on "Big Data Analytics Tools NWBAT 2019", organized by Department of Computer Science and Engineering, SRM Institute of Science and Technology, Kattankulathur, Chennai, during 20th  to 24th August 2019.

Seminars/ Workshops Attended

  • Attended workshop on Machine Learning Through Python, organized by Department of CSE, SRMIST on 22nd September 2017.
  • Attended Faculty Development Programme on DevOps organized by TCS on 24,25th Jan 2018.
  • Attended National Workshop on Hands on Training on Machine Learning Algorithms Using Python organized by the Department of Software Engineering, SRMIST during 22/02/2018 to 23/02/2018.
  • Attended Faculty Development Programme on Cognitive Computing organized by the Department of CSE from 23rd Oct to 27th Oct 2018.
  • Attended Technical Training on Devops-Red Hat organized by the Council of Technical Education and Training of Advantage ProVectra Technosoft on 28th July 2018.
  • Attended National Workshop on Geographical Information Systems organized by the Department of CSE held on 15th and 16th October 2018.
  • Attended National Workshop on Data Analytics and Parallel Processing, organized by the Department of CSE, SRMIST during 26/08/2019 to 30/08/2019.

 

Patent Published

Patent Application No : 202041046906 filed on the title “ Vehicle Number Plate Detection”.