Work on Projects

Research Fellow (MHRD) at IIIT-A $Currently working$

Project Title: Efficient Transformer for Generating Super-Resolution Images

Proposed Method : GANs based Vision Transformer for generating Super-Resolution form low-resolution.

Publications:

1) Neeraj Baghel, Shiv Ram Dubey, and Satish Kumar Singh. "SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network." arXiv preprint arXiv:2312.01999 (2023) [Link].

2) Neeraj Baghel, Shiv Ram Dubey, and Satish Kumar Singh. "PTSR: Patch Translator for Image Super Resolution." arXiv preprint arXiv:2310.13216 (2023) [Link].

Research Team:

1) Neeraj Baghel (Research Scholar)

2) Dr. Shiv Ram Dubey (Project Supervisor)

3) Dr. Satish Kumar Singh (Project Co-Supervisor)

JRF at IIITS over DYSL-AI (DRDO) project

Project Title: Computer Vision Algorithm for Transformation of Night Time Images to Corresponding Day Time Images

Proposed Method : Modified Conditional GANs for Fake day time images generation.

REAL A FAKE B REAL B

Research Team:

1) Dr. Shiv Ram Dubey (Principal Investigator)

2) Dr. Himangshu Sarma (Co-PI)

3) P. Divyashree (JRF)

4) Neeraj Baghel (JRF)

JRF at CAS over DST project

Project Title: Intelligent Stethoscope: A Low Cost Device Based on Body Auscultation for Early Medical Diagnosis of Heart Lung and Prenatal Health

Developed device:Intelligent Stethoscope

Publications:

1) Neeraj Baghel, Malay Kishore Dutta, Radim Burget, “Automatic Diagnosis of Multi-Cardiovascular Diseases from PCG Signals using Deep Convolutional Neural Network”, Computer Methods and Programs in Biomedicine, Elsevier [2020] [Q1-SCI-7.027] [Link].

2) Neeraj Baghel, Vivek Nangia, Malay Kishore Dutta, “ALSDNET: Automatic Lungs Sound Diagnosis Network from Pulmonary Signals” Neural Computing & Applications, Springer. [Q1-SCI-5.606] [Link].

3) Neeraj Baghel, Malay Kishore Dutta, Radim Burget, “FHR-Net: Automatic Diagnosis of Fetal Acidosis from Fetal Heart Rate Signals using 1D-CNN”, Biomedical Signal Processing and Control [2021]. [Q2-SCI-5.076] [Link].

Dataset: Pulmonary (Lungs) Sound: Link.

Patent: Neeraj Baghel, Malay Kishore Dutta “Automatic Detection of Lungs Disease using Machine Learning from Respiratory Sound” Application number: 202011009043 (Submitted:03.03.2020, Published:10.09.2021), Status: Published.

Research Team:

1) Prof. M. K. Dutta (Principal Investigator)

2) Dr. Vivek Nangia (Co-PI)

3) Prof. Radim Burget (Collaborator)

4) Anjali Yadav (JRF)

5) Neeraj Baghel (JRF)

6) Juwairiya Khan (JRF)

M.Tech Thesis

Project Title: Image Conditioned Key frame-Based Video Summarization Using Object Detection .

Proposed Method: Mathematical model for IMVS