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Faculty of Engineering · Chulalongkorn University

Better insight.
Better infrastructure.

Civil engineering, geospatial science and AI. Explore the people and research behind infrastructure that serves society.

15Faculty & Fellows
4Core Disciplines
117Curated Works
OpenCode & Datasets

Center of Excellence in Infrastructure Management

Aerial imagery from the center’s original survey archive
Aerial survey imagery · Center archive

Scientific Research & Methods

Research, in practice.

Explore the questions, methods and published work across physical infrastructure and AI.

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YOLO26-RD · LearnableContrast + EdgeSPD 2026

YOLO26-RD · Learning from road-survey data

A pavement-distress detector informed by an audit of road-survey imagery. LearnableContrast adjusts local contrast, while EdgeSPD uses edge information during downsampling. The study compares five model scales with matched baselines; its findings are reported in an arXiv preprint.

YOLOv9 + partial attention 2024

YOLO9tr · Lightweight pavement-damage detection

A lightweight pavement-damage detector based on YOLOv9 with partial attention. The study evaluates accuracy and inference speed using road images from multiple countries and an expanded set of damage classes. The journal article and its earlier arXiv version are grouped as one work.

YOLO9tr + calibrated monocular depth estimation 2024

From detection to 3D road-damage assessment

Combines YOLO9tr damage detection with calibrated monocular depth estimation to assess pavement damage using a vehicle-mounted camera. The conference manuscript investigates both damage classification and dimensional measurement, extending the detector toward road-maintenance assessment.

Vision Transformer + YOLOX + FPN 2022

Seeing the assets along our roads

A road-asset detector combines a pretrained Vision Transformer with YOLOX and a feature-pyramid decoder. The study evaluates detection on Thai highway imagery, including small roadside objects such as kilometer stones.

Road safety & transport

Understanding road risk, travel behaviour and network performance through safety assessment, traffic information and transport research.

Pavements & asset management

Connecting pavement condition, material performance and life-cycle costs to maintenance planning and infrastructure decisions.

Geospatial information & surveying

Developing knowledge and tools around geographic information systems, surveying and infrastructure information management.

Disaster information & resilience

Studying how information supports decisions during disasters, alongside knowledge exchange on preparedness and response.

Research expertise

Field evidence. Engineering analysis.

Published work connects civil engineering, field measurement and data science across road assets, pavement performance, geospatial surveying and maintenance planning.

Faculty & Fellows

Ideas start with people.

Meet the team driving the center forward, alongside our advisers and research community.

All researcher portfolios ↗
Dr. Pawarotorn Chaipetch
Center Lead

Dr. Pawarotorn Chaipetch

Road maintenance and computer vision

Research connects road-maintenance prioritization, budget allocation and computer vision for pavement damage assessment.

View portfolio & papers →
Assoc. Prof. Dr. Boonchai Sangpetngam
Center adviser

Assoc. Prof. Dr. Boonchai Sangpetngam

Pavement materials and performance

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Prof. Dr. Supot Teachavorasinskun
Center adviser

Prof. Dr. Supot Teachavorasinskun

Geotechnical engineering

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Prof. Dr. Tospol Pinkaew
Center adviser

Prof. Dr. Tospol Pinkaew

Structural engineering

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Prof. Dr. Kasem Choocharukul
Center adviser

Prof. Dr. Kasem Choocharukul

AI for road safety and sustainable mobility

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Asst. Prof. Dr. Suebskul Phiphobmongkol
Center adviser

Asst. Prof. Dr. Suebskul Phiphobmongkol

Image analysis and intelligent transport

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Asst. Prof. Dr. Chaiyaporn Puprasert
Center adviser

Asst. Prof. Dr. Chaiyaporn Puprasert

Environmental engineering

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Assoc. Prof. Dr. Thanarat Chalidabhongse
Center Researcher

Assoc. Prof. Dr. Thanarat Chalidabhongse

Computer vision and scene understanding

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Assoc. Prof. Dr. Jittichai Rudjanakanoknad
Center Researcher

Assoc. Prof. Dr. Jittichai Rudjanakanoknad

Traffic operations and transit planning

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Assoc. Prof. Dr. Teetat Charoenkalunyuta
Center Researcher

Assoc. Prof. Dr. Teetat Charoenkalunyuta

GNSS positioning and cadastral surveying

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Assoc. Prof. Dr. Nakhon Kokkaew
Center Researcher

Assoc. Prof. Dr. Nakhon Kokkaew

Infrastructure evaluation and construction management

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Dr. Weerachai Wongweeranimit
Center Researcher

Dr. Weerachai Wongweeranimit

Infrastructure assessment and surveying

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Mr. Sittinun Thongbai
Center Researcher

Mr. Sittinun Thongbai

Road-asset computer vision

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Theeraruk Maneenart
Center Researcher

Theeraruk Maneenart

UAV mapping and photogrammetry

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Mr. Nuntawat Lersinghanart
Center Researcher

Mr. Nuntawat Lersinghanart

Pavement friction and maintenance

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Projects & impact

From ideas to the field.

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Peer-Reviewed Research

Published knowledge.

A source-linked selection spanning infrastructure and computing.

Browse publications ↗

A Comparative Performance Study of Conventional Hot Mix Asphalt Concrete and Plastic Waste-Modified Hot Mix Asphalt Concrete

Manoj Lohatepanont; Chotchanit Thienchai; Peerapong Jitsangiam; Korakod Nusit; Withit Pansuk; Weerachai Wongweeranimit; Nattanon Khumkud; Thanon Bualuang

Road and Airfield Pavement Technology · ICPT 2025, Lecture Notes in Civil Engineering 771, 847–858

Research focus

Compares conventional asphalt concrete and recycled-plastic-modified mixtures using laboratory and field tests of stiffness, moisture resistance, rutting and fatigue.

Weerachai Wongweeranimit

Optimizing Budget Allocation for Low-Volume Roads Through the AHP-TOPSIS Approach

Pawarotorn Chaipetch; Chisanu Amprayn; Warisara Lertpaitoonpan

Suranaree Journal of Science and Technology, 33(4), 010450 (1–15)

Research focus

Evaluates an AHP–TOPSIS framework for rural-road maintenance prioritization using 724 one-kilometer road sections across eight regional bureaus in Thailand. Compared with conventional allocation under the same budget, the study reports 7.4% greater maintenance coverage and lower regional variation in post-maintenance roughness.

Pawarotorn Chaipetch

Software & tools

Tools to explore.

All software & tools ↗
Preview of the simulated Survey City streets and infrastructure

Explore CE in 3D

Follow a simulated city journey from street level to a drone’s-eye view and orbit. Discover the center along the way.

Interactive example · Survey City Journey

Explore in 3D
Youwai et al. · Fig. 3 · CC BY 4.0
Youwai et al. · Fig. 3 · CC BY 4.0 · Source ↗

Research code · GitHub · 2026

YOLO26-RD · road-damage detection

Road-damage detection code for alligator cracking, linear cracks and patching. The authors’ repository includes installation and model training instructions.

PythonAGPL-3.0

Pawarotorn Chaipetch

YOLO9tr · Fig. 1 · Springer Nature
YOLO9tr · Fig. 1 · Springer Nature · Source ↗

Research code · GitHub · 2024

YOLO9tr · road-damage detection

A lightweight pavement-damage detector with attention mechanisms. Explore the authors’ training and inference code and setup instructions.

PythonGPL-3.0

Pawarotorn Chaipetch

Pintawong et al. · Analysis notebook
Pintawong et al. · Analysis notebook · Source ↗

Paper implementation · MIT · 2025

HER2CP: classification with uncertainty

Feature extraction, classifier training and analysis notebooks for HER2 classification in a medical-imaging collaboration coauthored by Thanarat Chalidabhongse.

PythonMIT

Thanarat Chalidabhongse

Teaching & resources

Knowledge to build on.

All learning resources ↗

Research news

Latest updates

Explore the timeline ↗

Research and activities involving our researchers, with dates and attribution from the linked sources.

Pawarotorn Chaipetch
Pawarotorn Chaipetch

Journal article

Prioritising rural-road maintenance with AHP–TOPSIS

Pawarotorn Chaipetch and coauthors study maintenance priorities across 724 road sections, balancing road condition, budget and regional needs.

Youwai et al. · Fig. 3 · CC BY 4.0
Youwai et al. · Fig. 3 · CC BY 4.0

Preprint · revised version

YOLO26-RD: road-survey research with open code

A preprint coauthored by Pawarotorn Chaipetch explores road-damage detection using survey imagery, learnable contrast and edge-guided downsampling. The authors provide a public repository.

Pawarotorn Chaipetch
Pawarotorn Chaipetch

Researcher activity · Source report

Pawarotorn shares digital infrastructure practice

Infra Plus reports Pawarotorn Chaipetch’s participation as its representative in an Engineering Expo panel on field data, GIS, AI and infrastructure management.

Collaboration & knowledge exchange

Working together.

Joint activities and knowledge exchange with industry and government, documented in the center’s archive.

Industry ·

Infra Plus Co., Ltd.

Co-organized an asset and infrastructure management seminar with the research unit for local-government personnel.

View activity record ↗

Government ·

Department of Highways

Kasem Choocharukul delivered iRAP Star Rating training for department personnel on 9–10 July 2020.

View activity record ↗

Government ·

Department of Rural Roads

Boonchai Sangpetngam contributed to a knowledge-transfer seminar on integrating rural-road network data using iAmR.

View activity record ↗

Years refer to the activities described. These records do not confirm current partnership or sponsorship status.

Study & collaborate

Bring an engineering question.

Explore graduate study, find a researcher working in your field, and connect through the university’s official channels.

Study & research enquiries ↗

Let’s build knowledge.
And better infrastructure.

Connect with the center about research collaboration, academic services and knowledge exchange.

Study & research enquiries

Center of Excellence in Infrastructure Management

Room 314, 3rd floor, Civil Engineering Building
Faculty of Engineering, Chulalongkorn University
Phaya Thai Road, Wang Mai, Pathum Wan
Bangkok 10330, Thailand