Aniwat Phaphuangwittayakul
D.Eng., Lecturer
International College of Digital Innovation
Chiang Mai University
Research Focus
Education
D.Eng. (Computer Science and Technology)
East China University of Science and Technology (ECUST)
2023
M.S. (Control Science and Engineering)
Beijing Institute of Technology (BIT)
2017
B.Sc. (Computer Engineering)
Chiang Mai University
2012
Research Interests
Computer Vision
Image processing, object detection, and visual recognition
Complex Network
Interconnected systems with nodes and edges showing emergent behaviors
Knowledge Discovery
Process of extracting useful insights from large datasets
Generative Models
GANs, VAEs, and other generative AI architectures
Few-Shot Learning
Learning from limited data and meta-learning approaches
Publications
Identifying Hubs Through Influential Nodes in Transportation Network by Using a Gravity Centrality Approach
Algorithms
Enhancing Multimodal Video Summarization via Temporal and Semantic Alignment
International Conference on Neural Information Processing
RailTrack-DaViT: A Vision Transformer-Based Approach for Automated Railway Track Defect Detection
Journal of Imaging
Augmented Reality-Enabled IoT Devices for Wireless Communication
Bio-Inspired Computational Paradigms: Security and Privacy in Dynamic Smart Networks
Few-shot image generation based on contrastive meta-learning generative adversarial network
Visual Computer
Adaptive adversarial prototyping network for few-shot prototypical translation
Journal of Visual Communication and Image Representation
An optimal deep learning framework for multi-type hemorrhagic lesions detection and quantification in head CT images for traumatic brain injury
Applied Intelligence
Fast Adaptive Meta-Learning for Few-Shot Image Generation
IEEE Transactions on Multimedia
A hybrid method for traumatic brain injury lesion segmentation
International Journal of Electrical and Computer Engineering
SELF-ATTENTION RECURRENT SUMMARIZATION NETWORK WITH REINFORCEMENT LEARNING FOR VIDEO SUMMARIZATION TASK
Proceedings - IEEE International Conference on Multimedia and Expo
Adaptive slices in brain haemorrhage segmentation based on the slic algorithm
Engineering Letters
Adaptive Image Segmentation for Traumatic Brain Haemorrhage
TEM Journal
Preliminary study and implementation of chiang mai tourism platform based on dosa
Advances in Intelligent Systems and Computing
Extracting Skeleton of the Global Terrorism Network Based on m-Modified Topology Potential
Complexity
Identifying influential nodes of global terrorism network: A comparison for skeleton network extraction
Physica A: Statistical Mechanics and its Applications
Skeleton network extraction and analysis on bicycle sharing networks
International Journal of Data Warehousing and Mining
Smart farming in Thailand
2019 13th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2019
Analysis of Skill Demand in Thai Labor Market from Online Jobs Recruitments Websites
Proceeding of 2018 15th International Joint Conference on Computer Science and Software Engineering, JCSSE 2018
From complex network to skeleton: Mj-Modified topology potential for node importance identification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Teaching Courses
Big Data for Business
Advanced analytics and data science applications in business contexts
Innovative Entrepreneurship Theory and Practice
Effective innovative business plan development
Digital Platforms
Modern digital platform architectures and development
Digital Business Ecosystem
Understanding digital transformation and business ecosystems
Application Development for Digital Startup
Low-code and no-code platforms for rapid application development
Modern Computer Vision and Applications
Advanced computer vision techniques for entrepreneurs
Interactive AI Demonstrations
Computer Vision Demo
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