SeismoMind: A Zero-shot Decision-Tree Based Multimodal Large Language Model Framework for Post-Earthquake Infrastructure Damage Understanding

Huili Huang, Chengeng Liu, Max Mahdi Roozbahani, J. David Frost

Rockfill Compaction Control and Decision Support Framework Using Transformers with Diffusion-Assisted Data Synthesis

Chengeng Liu^†, Huili Huang^†, Chaomin Shen, Sihong Liu, J. David Frost
† Co-first authors (equal contribution)

EIDSeg: A Pixel-Level Semantic Segmentation Dataset for Post-Earthquake Damage Assessment from Social Media Images

Huili Huang, Chengeng Liu, Danrong Zhang, Shail Patel, Anastasiya Masalava, Sagar Sadak, Parisa Babolhavaeji, WeiHong Low, Max Mahdi Roozbahani, J. David Frost

DASeg: A Domain-Adaptive Segmentation Pipeline Using Vision Foundation Models — Earthquake Damage Detection Use Case

Huili Huang, Andrew Zhang, Danrong Zhang, M. Mahdi Roozbahani, J. David Frost

Towards Enhancing the Utility of Social Media Images in Earthquake Disaster Assessment

Huili Huang, Danrong Zhang, Anastasiya Masalava, M. Mahdi Roozbahani, Nimisha Roy, J. David Frost

Machine Vision-Based Intelligent Analysis Framework for Particle Breakage in Roller-Compacted Rockfills

Chengeng Liu, Chaomin Shen, Sihong Liu, Huili Huang, J. David Frost

From Pixel to Damage Severity: Estimating Earthquake Impacts Using Semantic Segmentation of Social Media Images

Danrong Zhang, Huili Huang, N. Simrill Smith, M. Mahdi Roozbahani, Nimisha Roy, J. David Frost

Dynamic Object Detection and Distance Estimation in Construction: A Fisheye Camera and LiDAR Sensor Fusion Model

Yilong Chen, Huili Huang, Yong K. Cho

Black Marble Nighttime Light Data for Disaster Damage Assessment

Danrong Zhang, Huili Huang, Nimisha Roy, M. Mahdi Roozbahani, J. David Frost

ScaleNet: An Unsupervised Representation Learning Method for Limited Information

Huili Huang, M. Mahdi Roozbahani

An Improved Pseudo-Random Number Generator Based on the Logistic Chaotic Map

Huili Huang, Jingtao Yue