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About

I joind PAVIS in January 2019. Prior to joining PAVIS, I was working as a senior research engineer at Vehant Technologies Pvt. Ltd., NOIDA, India (March 2017 -- December 2018).

My Ph.D. thesis is titled "Novel Techniques for Auto-inpainting in Heritage Reconstruction", for which I worked under the supervision of Prof. Manjunath V. Joshi at DA-IICT, Gandhinagar, India. At DA-IICT, I also worked as a teaching assistant and as a junior research fellow (JRF) in the Indian Digital Heritage (IDH)-Hampi project.

I completed M.Tech. in Computer Engineering under the supervision of Prof. Mukesh A. Zaveri at SVNIT, Surat, India in 2010 and B.E. in Information Technology from FAMT, Ratnagiri, India in 2008.

I have co-authored the book titled "Digital Heritage Reconstruction Using Super-resolution and Inpainting" published under Synthesis Lectures on Visual Computing by Morgan & Claypool Publishers in December 2016.

Education

Title: Ph.D.
Institute: Dhirubhai Ambani Institute of Information and Communication Technology (DA-IICT)
Location: Gandhinagar
Country: India
From: 2011 To: 2017

Experience External

Title: Senior Research Engineer
Institute: Vehant Technologies, Pvt. Ltd.
Location: NOIDA
Country: India
From: 2017 To: 2018

Skills

Programming Languages
- C/C++
- Python
- Matlab

Libraries
- OpenCV
- PyTorch
- Tensorflow

All Publications
2023
Natali A., Padalkar M. G., Messina V., Salvatore W., Morerio P., Del Bue A., Beltrán-González C.
Artificial Intelligence Tools to Predict the Level of Defectiveness of Existing Bridges
Procedia Structural Integrity, vol. 44, pp. 2020-2027
Conference Paper Journal
2022
Zohaib M., Taiana M., Padalkar M. G., Del Bue A.
3D Key-points Estimation From Single-view RGB Images
21st International Conference on Image Analysis and Processing (ICIAP)
Conference Paper Conference
2022
Beltrán-González C., Padalkar M. G., Del Bue A.
Enhancing Machine Learning Pipelines on Industrial Applications
Workshop: AI for Industry, Second CINI National Conference on Artificial Intelligence (Ital-IA)
Conference Review Conference
2021
Padalkar M. G., Beltrán-González C., Del Bue A.
Multi-Illumination Fusion With Crack Enhancement Using Cycle-Consistent Losses
2021 IEEE International Conference on Image Processing, pp. 2898-2902
Conference Paper Conference
2020
Padalkar M.G., Beltran-Gonzalez C., Bustreo M., Del Bue A., Murino V.
A versatile crack inspection portable system based on classifier ensemble and controlled illumination
Proceedings - International Conference on Pattern Recognition, pp. 4009-4016
Awards and Achievements
2015
Padalkar M. G.
Awarded Travel Grant of INR 1,25,000/- by XRCI for presenting our work at BMVC 2015
2007
Padalkar M. G.
All India Rank 46 in Graduate Aptitude Test in Engineering (GATE), Information Technology Discipline
Organized Events
2014
Padalkar M. G.
Organizing Committee Member for the 3rd ACCV Workshop on e-Heritage, 2014