About Me.
I am an M.A.Sc candidate at Carleton University under the guidance of Dr.Rafik Goubran. My work is supported in part by the AGE-WELL NCE Inc and National Innovation hub program, Bruyère Research Institute New Investigator Grant, in part by the National Institute on Aging (NIA) grant and by the Natural Sciences and Engineering Research Council (NSERC) Discovery Grant. My research at Carleton focuses on assisting the lives of older adults in a Smart Home setting by calculating important health measures unobtrusively. My reasearch interests lie in Signal Processing, Image Processing, Machine Learning and Deep Learning. I completed my Bachelors of Technology in Electronics and Communication from Amity University, India, where I was an undergraduate Research Assistant in Signal and Image Processing lab under the guidance of Dr.M.K.Dutta and Prof.M.Partha Sarathi.
Skills:
My Publications.
Using Zigbee Sensors to Measure Human Behaviour – Analytical Considerations, MeMeA 2021.
This paper highlights some serious accuracy issues raised due to additional variant delay induced by ZigBee protocol in any time sensitive measurements.
Can home-based mobility data help identify changes in cognition, AIIC 2021.
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Automated Skin Lesion Segmentation using K-Means Clustering from digital Dermoscopic Images, TSP17, published in IEEE Digital Library (July 5-7, 2017), Barcelona, Spain.
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Automated Computer Vision Method for lesion Segmentation from Digital Dermoscopic Images, 4th UPCON 2017, published in IEEE Digital Library (October 26-28, 2017).
lorem ipsum Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries.
A Region Growing Based Imaging method for Lesion Segmentation from Dermoscopic Images, 4th UPCON 2017, published in IEEE Digital Library (October 26-28, 2017).
lorem ipsum Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries.
Automatic Imaging Method for Optic Disk Segmentation using Morphological Techniques and Active Contour Fitting, 9th IC3, published in IEEE Digital Library (August 11-13, 2016).
lorem ipsum Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries.
My Projects.
AI Model Web Deployment: DeepEye
A web application called DeepEye, was developed as a final year project which aims to classify the given input fundus image as the glaucomatic or the non-glaucomatic case. The project was funded under CST UP Engineering Project Grant Scheme.
Fast Image Enhancement Based on Maximum and Guided Filters
Proposed method improves the brightness of low lit images using Retinex theory. Maximum and guided filters are used to extract the illumination information. Results obtained from proposed methodology has proved that this method reduced the computation complexity significantly whilst achieving better visual quality than state-of-the-art methods. Algorithm used in this project is a MATLAB implementation of this paper.
My Teaching Assistant Courses.
Operating Systems (SYSC 4001): Winter 2021
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Software Validation (SYSC 4101): Fall 2020
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Software Development Project (SYSC 3110): Fall 2020
lorem ipsum Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries.
My Courses and Certifications.
- Applied Macine Learning (A+)
- Digital Signal Processing (A+)
- Image Processing and Communication (A)
- Advance linear system (A)
- Matrix Methods and Algorithms for Signal Processing (A+)
- Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning by deeplearning.ai, Coursera
- Convolutional Neural Networks in TensorFlow by deeplearning.ai, Coursera
- Natural Language Processing in TensorFlow by deeplearning.ai, Coursera
- Sequences, Time Series and Prediction by deeplearning.ai, Coursera
- Tri-Council Policy Statement: Ethical Conduct for Research Involving Humans Course on Research Ethics
My Scholarships, Grants and Achievements.
CST UP Engineering Project Grant Scheme
Awarded with 20,000 INR to complete the engineering project which was shortlisted by the Council of Science and Technology, Uttar Pradesh Government.
Young Women Scientist Camp and Smart Sister Workshop, Daejeon, South Korea
Selected in top 2 women scientists to represent INDIA and was the youngest participant there. Also awarded with a 4 day fully funded travel grant to Daejeon, South Korea.
Dr. Ashok K Chauhan On-Admission Scholarship
Awarded with 100% merit based tuition waiver for the following sessions: 2015-16, 2016-17, 2017-18, 2018-19.