Visual intelligence
Image processing, content-based image retrieval, video summarisation, object tracking and segmentation.
ARTIFICIAL INTELLIGENCE / VISUAL COMPUTING / ACADEMIC LEADERSHIP
Dr. Dipti
Jadhav
Associate Professor · Researcher · Postdoctoral Fellow
Two decades of academic practice across image processing, computer vision, pattern recognition, machine learning, artificial intelligence and software systems.
48IRINS-listed records
385Google Scholar citations
07Google Scholar h-index
129IRINS co-author network
Profile snapshot supplied September 2026. IRINS also reports 263 citations; Google Scholar reports i10-index 5. Live source records remain authoritative.
RESEARCH PRACTICE
Technology becomes meaningful when disciplined methods are carried into problems that matter, then returned to the classroom as sharper questions.
TRAJECTORY
A sustained academic practice.
Her record moves across scholarship, institutional leadership, research supervision and international exchange without separating research from teaching.
- 2006
Academic practice begins at RAIT
Teaching and research in computing, with a long-running focus on visual information and software systems.
- 2012-16
Head, Department of Information Technology
Academic administration, curriculum development and departmental leadership.
- 2019
Doctoral research completed
Ph.D. from Ramrao Adik Institute of Technology, D Y Patil Deemed to be University.
- 2024
International editorial work
Co-editor of Intelligent Solutions for Cognitive Disorders, published by IGI Global.
- 2026-27
European Scientific Institute Fellow
An international postdoctoral chapter connected to research guidance at the University of La Laguna, Spain.
RESEARCH ARCHITECTURE
Seeing, learning and building systems.
Her scholarship connects foundational visual-computing methods to intelligent, secure and socially situated applications.
Learning systems
Machine learning, deep learning, neural networks, predictive modelling and pattern recognition.
Software systems
Software engineering, distributed agile development, database systems, digital forensics and IoT security.
Medical & human context
Ultrasound imaging, assistive systems, cognitive disorders, poverty estimation and sustainability-oriented computing.
SELECTED RESEARCH / READING ROOM
Read the work, not only the citation.
Open-access works can be read here in full. Publisher-controlled publications remain linked to their official records.
PatchGAN-guided semi-supervised U-Net for carotid plaque segmentation
The newest verified record extends her visual-computing practice into ultrasound analysis under limited annotation conditions, connecting semi-supervised learning with clinically significant plaque segmentation.
Open the official recordIntegrating NTL Imagery and Environmental Indicators for Poverty Mapping in India
Night-time light imagery and environmental indicators are brought into a deep-learning framework for district-level poverty estimation, connecting visual intelligence to Sustainable Development Goal 1.
- Authors
- Pragati Khare & Dipti Jadhav
- Journal
- International Journal of Sustainable Development and Planning
- DOI
- 10.18280/ijsdp.200712
A Novel Three Stage CBIR Using Varying Higher-Order Zernike Moments
A transformation-invariant image retrieval method evaluated through precision and recall.
Enhancing Face Liveness Detection: Novel Deep CNN Architectures for Anti-Spoofing
Two efficient CNN architectures address 2D and 3D face-spoofing attacks with lower computational cost.
Security Threats in the Application Layer in IoT Applications
A widely referenced examination of application-layer vulnerabilities in Internet of Things systems.
Open IEEE recordVideo Summarization Using Higher Order Color Moments
Shot boundaries and keyframes are extracted through block-level colour statistics, skewness and kurtosis.
Read at publisherVideo Summarisation Based on Motion Estimation Using SURF
Motion estimation and Speeded Up Robust Features are used to identify representative moments within video.
Open journal recordEDITED BOOKS
Research convened across disciplines.
Intelligent Solutions for Cognitive Disorders
Co-edited with Dr. Pallavi Chavan and published by IGI Global in 2024, the volume brings intelligent systems into conversation with cognitive health and assistive practice.
View the volumeGUIDANCE & LEADERSHIP
Scholarship carried through others.
Research supervision is treated as a disciplined path from a useful question to defensible evidence, clear writing and independent judgement.
Doctoral guidance
Research framing, methodological review, publication planning and scholarly development.
Student research
Applied AI and computing projects developed with academic rigour and a route toward publication.
Institutional service
Curriculum, departmental leadership, peer review and academic programme development.
PROFESSIONAL RECORD
Academic identity, leadership and invention.
Selected institutional facts from the supplied September 2026 IRINS profile. Public databases can contain duplicates or mistaken author matches; the linked institutional record remains the review source.
APPOINTMENT
Associate Professor
Department of Computer Engineering, D Y Patil University
- Experience
- 2006-present
- Qualification
- Doctor of Philosophy, 2019
- Institution
- Ramrao Adik Institute of Technology
PROFESSIONAL BODIES
Academic community
Professional participation across computing and technical education.
- ACM
- Life membership, 2021
- ISTE
- Committee membership, 2019
- Practice
- Peer review and doctoral guidance
PATENTS / PUBLISHED
Video intelligence
- 2022Two Staged Optimized Video SummaryPatent no. 202022100819
- 2021Video Summarization Based on Motion Vectors and Prediction Error Frame EnergyPatent no. 2021105859
VERIFIED SCHOLAR IDENTIFIERS
The complete record continues elsewhere.
PRIVATE RESEARCH OFFICE
A protected desk for the work still taking shape.
Manuscripts, projects, reviews, doctoral guidance, reading notes, meetings and research planning remain separate from the public portfolio.
Enter Research Office