Submission Deadline: 15 March 2026 View: 560 Submit to Special Issue
Prof. Dr. Wenfeng Zheng
Email: winfirms@uestc.edu.cn
Affiliation: Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, 11574, Saudi Arabia; School of Automation, University of Electronic Science and Technology of China, Chengdu 610054, China
Research Interests: AI/ML, pattern recognition, intelligent systems, visual reasoning, visual question answering, NLP, surgical robot, geospatial AI, complex dynamics, image fusion, surgical vision, Artificial Neural Network, Computer Graphics, image processing, machine vision, 3D reconstruction, perception and cognition
Dr. Chao Liu
Email: liu@lirmm.fr
Affiliation: French National Center for Scientific Research (CNRS), LIRMM, 34095 Montpellier, France
Research Interests: visual augmentation and reconstruction, 3D reconstruction of deformable surface, haptics in human-machine interaction, multimodal sensor-based analysis of manipulation skills, surgical robot, medical image processing
Dr. Lirong Yin
Email: yin.lyra@gmail.com
Affiliation: Department of Hydrology and Atmospheric Sciences, University of Arizona, 85721, Tucson, USA
Research Interests: AI/ML, pattern recognition, visual reasoning, visual question answering, GeoMatics, GeoAI, complex dynamics, Artificial Neural Network
Artificial Intelligence (AI) has rapidly advanced in recent years, leading to the emergence of groundbreaking technologies and applications with far-reaching implications. AI has the potential to revolutionize industries, enhance human capabilities, and address complex challenges in innovative ways.
From using convolutional neural networks to extract image features, to advanced natural language processing achieved by Transformer models, and further to employing graph neural networks to analyze complex topological structures, artificial intelligence is driving unprecedented progress. In medical field, AI is facilitating early disease detection and personalized treatment plans, while in finance, it's optimizing risk management and fraud detection. Additionally, autonomous vehicles and smart manufacturing systems are benefiting from AI's ability to process vast amounts of data in real time, enhancing safety and efficiency. With the continued evolution of AI technologies, the potential for their application across diverse domains is immense, promising to reshape the way we live, work, and interact with the world around us.
As AI continues to advance, its impact will be profound, offering transformative solutions to complex problems and paving the way for a more sustainable and inclusive future. This special issue is open to fresh research contributions that introduce novel theories, innovative methodologies, unique application strategies, and investigations of AI across diverse fields. The potential topics encompassed may include, but are not limited to, the following topics:
· Artificial intelligence
· Multimodal artificial intelligence
· Potential problems, challenges, and applications of large models
· Visual question and answer (VQA), visual reasoning
· Semantic reasoning, semantic representation, knowledge base
· Characterization inference, natural language reasoning
· Machine translation, text sentiment analysis, text classification
· Meta-learning, transfer learning, few-shot learning.
· Contrastive learning, representation learning, reinforcement learning
· Geospatial artificial intelligence, geospatial AI (GeoAI)
· AI in geostatistics, remote sensing, spatio-temporal simulation
· AI for geospatial data acquisition, analysis, planning, and prediction
· Visual augmentation and reconstruction, 3D reconstruction of deformable surfaces
· Visual- and spatial-based perception enhancement and reasoning
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