Dr. Rajib Kumar Jha | Machine Learning | Research Excellence Award
IIT Patna, India
Author Profile
Early Academic Pursuits 📚
Rajib Kumar Jha’s academic journey is marked by a strong foundation in science and engineering, beginning with his secondary education at M. L. Academy, Bihar, where he excelled in core subjects like Science, Mathematics, Hindi, and English, scoring an impressive 76% in 1992. His passion for engineering continued through his higher secondary studies at C.M. Sc. College, Bihar, where he obtained 69% in 1993. Driven to excel in the field, he pursued his undergraduate degree in Electronics and Communication Engineering (ECE) at UIET Kanpur under CSJM University, graduating in 2001 with a commendable CPI of 8.4/10. His commitment to advancing in his field took him to IIT Kharagpur, where he earned both his M.Tech (2003) with a CPI of 7.6/10 and his Ph.D. (2010) with a specialization in Digital Image Processing. This period marked a significant phase of growth, as he deepened his understanding of Digital Image & Signal Processing, Medical Imaging, Machine Learning, and Pattern Recognition.
Professional Endeavors 💼
Dr. Rajib Kumar Jha’s professional career reflects a steady progression in academia, combining teaching with intensive research. Starting in 2006, he joined IIITDM Jabalpur as an Assistant Professor, dedicating over six years to teaching and research until December 2012. He then moved to IIT Ropar, where he continued his teaching journey until May 2013. His skills and expertise led him to IIT Patna, initially as an Assistant Professor from 2013 to 2018, after which he was promoted to Associate Professor. At IIT Patna, Dr. Jha has been actively involved in research, development, and mentorship, making substantial contributions to the field and to the growth of his students.
Contributions and Research Focus 🔬
Dr. Jha’s research interests focus on the field of Digital Image & Signal Processing, with an emphasis on Medical Imaging, Machine Learning, and Pattern Recognition. His work in Digital Image Processing, initiated during his Ph.D. at IIT Kharagpur, has extended to pioneering research in Medical Imaging. By integrating Machine Learning and advanced pattern recognition techniques, he has made advancements in data interpretation and diagnostics that could significantly improve medical imaging accuracy. His research output has contributed to enhancing signal processing methods, which are essential for both academic and practical applications. Through this specialized focus, he has enriched both his students and the academic community, providing insights into cutting-edge developments in image and signal processing.
Accolades and Recognition 🏆
Throughout his career, Dr. Jha has earned recognition for his academic rigor and dedication. His academic records and early success led to opportunities in prestigious institutions, starting with his Ph.D. and M.Tech from IIT Kharagpur and culminating in his role as an Associate Professor at IIT Patna. His contributions to research and education have been recognized at various levels, with honors reflecting his commitment to excellence in the engineering discipline. His significant contributions to medical imaging and digital signal processing have attracted appreciation from his peers and set a benchmark for upcoming researchers.
Impact and Influence 🌍
Dr. Rajib Kumar Jha’s influence extends beyond his research; as a teacher and mentor, he has guided numerous students through their academic and research journeys. His tenure at institutions like IIITDM Jabalpur, IIT Ropar, and IIT Patna has allowed him to impact a diverse group of students, encouraging them to think innovatively and apply their knowledge to real-world challenges. His focus on digital signal processing has also contributed to advancements in medical technology, benefiting practitioners and patients alike. Dr. Jha’s collaborations and guidance have helped shape the careers of future engineers and researchers, many of whom now contribute to the field independently.
Legacy and Future Contributions 🌟
As he continues his journey at IIT Patna, Dr. Jha is poised to leave a lasting legacy, both as an academic and a researcher. His current research efforts hold potential for groundbreaking advancements in medical imaging and pattern recognition, particularly in healthcare applications within developing regions. Dr. Jha’s dedication to teaching and research ensures that his influence will extend well beyond his immediate academic environment, as his work is likely to inspire future innovations in signal processing, machine learning, and digital image processing. Embracing new technologies and methodologies, Dr. Jha is committed to enhancing the impact of engineering research and shaping a generation of engineers who are ready to tackle tomorrow’s challenges.
Citations
A total of 1187 citations for his publications, demonstrating the impact and recognition of his research within the academic community.
- Citations 1187
- h-index 103
- i10-index 18
Notable Publications
- Title: Ensemble learning using Gompertz function for leukemia classification
Authors: Abhishek, A., Deb, S.D., Jha, R.K., Sinha, R., Jha, K.
Journal: Biomedical Signal Processing and Control
Year: 2025. - Title: Segmentation of pectoral muscle from mammograms using U-Net having densely connected convolutional layers
Authors: Deb, S.D., Jha, R.K.
Journal: Multimedia Tools and Applications
Year: 2024. - Title: Severity estimation of Coffee leaf disease using U-Net and pixel counting mechanism
Authors: Deb, S.D., Kashyap, R., Abhishek, A., Jha, R.K.
Journal: ACM International Conference Proceeding Series
Year: 2024. - Title: Breast cancer diagnosis using modified Xception and stacked generalization ensemble classifier
Authors: Deb, S.D., Rahman, A., Jha, R.K.
Journal: Research on Biomedical Engineering
Year: 2023. - Title: Breast UltraSound Image classification using fuzzy-rank-based ensemble network
Authors: Deb, S.D., Jha, R.K.
Journal: Biomedical Signal Processing and Control
Year: 2023.