1. A deeper generative adversarial network for grooved cement concrete pavement crack detection. (March 2023) Authors: Zhong, Jingtao; Huyan, Ju; Zhang, Weiguang; Cheng, Hanglin; Zhang, Jing; Tong, Zheng; Jiang, Xi; Huang, Baoshan Journal: Engineering applications of artificial intelligence Issue: Volume 119(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. An innovative Primary Surface Profile-based three-dimensional pavement distress data filtering approach for optical instruments and tilted pavement model-related noise reduction. Issue 1 (2nd January 2019) Authors: Li, Wei; Huyan, Ju; Tighe, Susan L.; Shao, Na-na; Sun, Zhao-yun Journal: Road materials and pavement design Issue: Volume 20:Issue 1(2019) Page Start: 132 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Assessment of importance-based machine learning feature selection methods for aggregate size distribution measurement in a 3D binocular vision system. (1st November 2021) Authors: Sun, Zhaoyun; Liu, Hanye; Huyan, Ju; Li, Wei; Guo, Meng; Hao, Xueli; Pei, Lili Journal: Construction & building materials Issue: Volume 306(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. CrackU‐net: A novel deep convolutional neural network for pixelwise pavement crack detection. Issue 8 (18th March 2020) Authors: Huyan, Ju; Li, Wei; Tighe, Susan; Xu, Zhengchao; Zhai, Junzhi Journal: Structural control and health monitoring Issue: Volume 27:Issue 8(2020) Page Start: n/a Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. International roughness index prediction based on multigranularity fuzzy time series and particle swarm optimization. (July 2019) Authors: Li, Wei; Huyan, Ju; Xiao, Liyang; Tighe, Susan; Pei, Lili Journal: Expert systems with applications Issue: Volume 2(2019) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Novel Computer Tomography image enhancement deep neural networks for asphalt mixtures. (17th October 2022) Authors: Yang, Handuo; Huyan, Ju; Ma, Tao; Tong, Zheng; Han, Chengjia; Xie, Tianyan Journal: Construction & building materials Issue: Volume 352(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Pixel-level pavement crack detection using enhanced high-resolution semantic network. Issue 14 (6th December 2022) Authors: Xu, Zhengchao; Sun, Zhaoyun; Huyan, Ju; Li, Wei; Wang, Fengping Journal: International journal of pavement engineering Issue: Volume 23:Issue 14(2022) Page Start: 4943 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Pixelwise asphalt concrete pavement crack detection via deep learning‐based semantic segmentation method. Issue 8 (5th April 2022) Authors: Huyan, Ju; Ma, Tao; Li, Wei; Yang, Handuo; Xu, Zhengchao Journal: Structural control and health monitoring Issue: Volume 29:Issue 8(2022) Page Start: n/a Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Predicting Marshall parameters of flexible pavement using support vector machine and genetic programming. (1st November 2021) Authors: Zhang, Weiguang; Khan, Adnan; Huyan, Ju; Zhong, Jingtao; Peng, Tianyi; Cheng, Hanglin Journal: Construction & building materials Issue: Volume 306(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Quantitative Analysis of Macrotexture of Asphalt Concrete Pavement Surface Based on 3D Data. Issue 8 (August 2020) Authors: Huyan, Ju; Li, Wei; Tighe, Susan; Sun, Zhaoyun; Sun, Hongchao Journal: Transportation research record Issue: Volume 2674:Issue 8(2020) Page Start: 732 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗