DrNicole Deng
Associate Research Fellow
Faculty of Science Engineering and Built Environment/Institute for Intelligent Systems Research and Innovation
- Associate Research FellowFaculty of Science Engineering and Built Environment/Institute for Intelligent Systems Research and Innovation
- Geelong Waurn Ponds Campus, 75 Pigdons Road, Waurn Ponds, Victoria 3216
BIO
Dr Xinjie Deng is an interdisciplinary researcher specialising in lightweight deep learning, computer vision, information technology, and GIS for real-world applications. Her research integrates computer vision, remote sensing, and AI to develop efficient solutions for natural disaster management, intelligent transportation, and smart city systems. She focuses on designing accurate and computationally efficient AI models that enable real-time perception, monitoring, and decision support in practical environments.
My Research Interests:
- Computer Vision and Lightweight Deep Learning
- Geospatial AI (GeoAI)
- Natural Disaster Management
- Intelligent Transportation Systems
- Smart Cities
DEAKIN UNIVERSITY CURRENT APPOINTMENT
- Associate Research FellowDeakin University, Institute for Intelligent Systems Research and Innovation
DEGREES
- PhD Information TechnologyDeakin University, Waurn Ponds, Australia
- Master of Surveying and MappingChongqing University, China
- Bachelor of Surveying and MappingChongqing University, China
LANGUAGES
- EnglishCan read, write, speak, understand and peer review
- Chinese (Mandarin)Can read, write, speak, understand and peer review
FIELDS OF RESEARCH
- Computer vision and multimedia computation
- Artificial intelligence
- Geospatial information systems and geospatial data modelling
AREA/FACULTY
- Faculty of Science Engineering and Built Environment
DEPARTMENT/SCHOOL/INSTITUTE/DISCIPLINE
- Institute for Intelligent Systems Research and Innovation