Mritunjoy Halder

Intro

I am a dedicated researcher with a strong background in Artificial Intelligence, Deep Learning, Statistics, and Machine Learning. My expertise lies in developing innovative solutions for complex problems in computer vision and image processing.

With a proven track record of publications in esteemed journals and conferences, I have contributed to the advancement of the field through my research. My work includes topics such as anomaly detection robot ego view camera, enhancement of hazy images and sex identification, accent, and emotion recognition from speech samples etc.

Apart from my publications, I have also submitted a book chapter on dehazing and vision enhancement, which has been accepted for publication in IET Intelligent Multimedia Processing and Computer Vision: Techniques and Applications.

I am currently involved in ongoing research projects, including a submitted article on a transmission model-based deep neural network for image dehazing under peer review in Multimedia Tools and Applications, Springer, and an article on anomalous activity detection from ego view cameras of surveillance robots accepted for presentation in the IEEE International Joint Conference on Neural Networks (IJCNN). I am also a part of two submitted Indian patent

• Artificial Intelligence
• Statistics
• Machine Learning
• Deep Learning
• Mathematics and Computing

I am always eager to collaborate with fellow researchers and professionals in the field to push the boundaries of AI and image processing. Let's connect and explore opportunities for mutual growth and contribution to the cutting-edge research in these areas.

Work

As a growing professional in my field, I am proud to present my four publications showcasing my testament to my dedication and expertise, representing the culmination of my hard work, research, and passion. Through these publications, I have contributed valuable insights and knowledge to the academic or professional community. Each publication represents a significant milestone in my career, highlighting my expertise and commitment to advancing my field. I invite you to explore my portfolio and delve into the diverse topics and areas of expertise that I have covered in my publications.

Published Article
• M. Halder et al. " Anomalous Activity Detection from Ego View Camera of Surveillance Robots" IEEE International Jont Conference on Neural Networks.
• T.Pal, M. Halder et al. "A transmission model based deep neural network for image dehazing" Springer Multimedia Tools and Applications.
• T.Pal, M.Halder et al. “Multi-feature based Hazy Image Classification for Vision Enhancement” Elsevier Procedia Computer Science.
• T.Pal, M.Halder et al. “A Deep Learning Model to Detect Foggy Images for Vision Enhancement” Taylor and Francis The Imaging Science Journal.
• S.Barua, M.Halder et al. “A Framework for Sex Identification, Accent and Emotion Recognition From Speech Samples” IEEE International Conference on Computing Communication and Networking Technologies.
Submitted Articles
• A book chapter titled Dehazing and Vision Enhancement: Challenges and Future Scope is submitted and accepted at IET Intelligent Multimedia Processing and Computer Vision: Techniques and Application
Patents
• Part of the filed patent named "SYSTEM AND METHOD FOR DEHAZING REAL TIME DYNAMIC DE- GRADED SCENES USING DEEP RESIDUAL NEURAL NETWORK". It is submitted at IP India
• Part of the filed patent named "METHOD AND SYSTEM FOR ANOMALY DETECTION IN SURVEILLANCE ROBOTS" (TCS Research). It is submitted at IP India

About

Employment History
• May 2022 : Research Intern Department of Robotics and Automation System TCS Research
  Mentor : Snehasis Banerjee, Scientist at TCS Research
• January 2021 : Research Intern NIT Agartala
  Mentor : Dr. Tannistha Paul, Assistant Professor
• July 2021 : Research Intern NIT Hamirpur
  Mentor : Dr. Mohit Kumar, Assistant Professor


Education
• 2019 – 2023 : Bachelor Of Technology, IIEST Shibpur CGPA 9.17
• 2017 – 2019 : Higher Secondary Education, Jadavpur Vidyapith Percentage 90.2
• 2011 – 2017 : Secondary Education, Jadavpur Vidyapith Percentage 88.28


Skills
• Languages : Bengali, English, Hindi
• Coding : Python, C/C++, LATEX, MATLAB
• Quatitaive Research : Deep Neural Network,Machine Learning, Computer Vision, Audio Processing, Image Pro cessing

Contact

• Research Gate
• Facebook
• Whatsapp
• Scholar
• LeetCode

Elements

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