Md Meraz Technical Lead, A.I HCL Technology, Noida, India Email: merazlab [at] gmail [dot] com pro2016001 [at] iiita [dot] ac [dot] in Contact No- +91-7891283789 [Google Scholar]   [GitHub]   [CV] [LinkedIn]   [YouTube]   [Course Page]

About Me

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I am currently a Technecal Lead role in next.ai Lab @HCL Technology, before that I am a Ph.D. student in Center of Intelligent Robotics (CIR Lab), Indian Institute of Information Technology Allahabad (IIIT Allahabad), supervised by Dr. Mohd. Javed and Prof. Pavan Chakraborty. also I received my bachelor’s degree in Electronics & Communication Engineering from Global Institute Technology Jaipur(GIT) in July 2015.

Computer Vision, Deep Learning and 3D Shape analysics is the area of my research, especially real world 3D scene understanding for solving perception problems for Autonomus Vehicle.

Education & Experiences

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• [Feb 2022 ~ Exp. 2022] Technecal Lead role in next.ai Lab @HCL Technology.
• [Jul 2016 ~ Jan 2022] Dual Degree (M.Tech+PhD) student in Robotics Specialization under Department of Information Technology. IIIT Allahabad.
• [Aug 2015 ~ June 2016] Hardware intern at B. B Softech Pvt. Ltd.
• [Aug 2011 ~ July 2015] Bachelor in Technology degree at Global Institute Technology Jaipur, major in Electronics & Communication Engineering.

Project

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• Using Lidar and Camera Sensor data, develop a 3D Object Detection fusion model for self driving car.
• Scratch dent detection in automobile parts during production environment.
• Develop Automatic Speech Recognition and Text to Speech Synthesis using the Nvidia NeMo toolkit.
• Real time Object Detection for self driving Car using KITTI Point Cloud dataset.
• 3D Object part segmentation on ShapeNet dataset.
• LSTM based Sequential network for mobile robots to solve the path prediction.
• Implement the various research papers of CVPR conference

Publication

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DC-GNN: drop channel graph neural network for object classification and part segmentation in the point cloud M Meraz, MA Ansari, M Javed, P Chakraborty International Journal of Multimedia Information Retrieval (IJMIR), 2022. [PDF]   [Bibtex]   [Code]

Angle Based Feature Learning in GNN for 3D Object Detection using Point Cloud MA Ansari, M Meraz, M Javed, P Chakraborty Machine Intelligence and Signal Processing (MISP), 2021. [PDF]   [Bibtex]

Self-Supervised Learning of Depth From Sequence of Images S Kumar, M Meraz, P Chakraborty IEEE 8th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), 2021. [PDF]   [Bibtex]

Automatic On-Road Object Detection in LiDAR-Point Cloud Data Using Modified VoxelNet Architecture GN Nikhil, M Meraz, M Javed International Conference on Computer Vision and Image Processing (CVIP), 2020. [PDF]   [Bibtex]

A Quick Review on Recent Trends in 3D Point Cloud Data Compression Techniques and the Challenges of Direct Processing in 3D Compressed Domain M Javed, M Meraz, P. Chakraborty arXiv preprint arXiv:2007.05038, 2020. [PDF]   [Bibtex]

One Shot Learning Based Human Tracking in Multiple Surveillance Cameras A Arulprakash, M Meraz, M Javed International Conference on Computer Vision and Image Processing (CVIP), 2020. [PDF]   [Bibtex]

Honors & Awards

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• MHRD PhD Fellowship (The GATE scholarship for PhD students in India), Jan 2018- July 2022
• MHRD Mtech Scholorship (The GATE scholarship for PhD students in India), July 2016- Dec 2017
• Third Prize in G.I.T Coding Contest, 2012
• Bihar Govt. Minority Scholarship 2010

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