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Allen A. Zhang

Southwest Jiaotong University

No. 111, Sec. North 1, Er-Huan Rd.

Chengdu

Chengdu, 610031

China

SCHOLARLY PAPERS

7

DOWNLOADS

255

TOTAL CITATIONS

7

Scholarly Papers (7)

1.

Automatic Pixel-Level Pavement Sealed Crack Detection Using Multi-Fusion U-Net Network

Number of pages: 19 Posted: 26 Aug 2022
Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University, Oklahoma State University, Oklahoma State University, Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 84 (777,583)
Citation 7

Abstract:

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Sealed crack, Multi-fusion U-net, Pavement detection, Semantic segmentation, DANet, attention mechanism

2.

Intelligent Pixel-Level Pavement Marking Detection Using 2d Laser Pavement Images

Number of pages: 25 Posted: 21 Sep 2022
Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University, Oklahoma State University, Oklahoma State University, affiliation not provided to SSRN, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 55 (1,010,164)

Abstract:

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Pavement Marking Detection, Deep learning, Semantic Segmentation, Object-Contextual Representations, Attention Module

3.

Lightweight Segmentation Network for Road Landslides in High-Resolution Satellite Images

Number of pages: 22 Posted: 15 May 2025
Jing Yu, Jiawei Guo, Songtao Lv, Allen A. Zhang and Yu Shen
Changsha University of Science and Technology, Changsha University of Science and Technology, Changsha University of Science and Technology, Southwest Jiaotong University and Tongji University
Downloads 39 (1,196,171)

Abstract:

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Road Infrastructure Inspection, Landslide, Image Segmentation, Lightweight Network, Real-time Detection

4.

Automated Detection of Pavement Manhole Under Complex Environments Using a Deep-Learning-Based Approach

Number of pages: 27 Posted: 04 Jul 2023
Anzheng He, Allen A. Zhang, Hang Zhang and Zishuo Dong
Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 37 (1,236,159)

Abstract:

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Deep Learning, convolutional neural network, Object detection, Single Shot Detector, Pavement manhole

5.

Rail Surface State Detection and Defect Identification Using Semantic Segmentation

Number of pages: 26 Posted: 06 Oct 2025
Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 30 (1,318,317)

Abstract:

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Rail surface running band, Convolutional neural network, Semantic segmentation, Automatic detection

6.

Robust multi-source error-aware segmentation corrector with image cues and logit priors for single-stage coarse multi-distress segmentation enhancement on asphalt pavements

Number of pages: 37 Posted: 05 Feb 2026
Anzheng He, Guoan Gan, Jing Shang and Allen A. Zhang
Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 9 (1,548,648)

Abstract:

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Pavement distress detection, Deep learning, Semantic segmentation, Error-aware correction, Multi-source data fusion

7.

Multi-source error-aware post-refinement for reliable multi-distress segmentation in intelligent pavement inspection

Number of pages: 34 Posted: 20 Jun 2026
Anzheng He, Allen A. Zhang, Guoan Gan and Jing Shang
Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 1

Abstract:

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Pavement multi-distress segmentation, Intelligent pavement inspection, Error-aware post-refinement, Multi-source feature fusion, Deep learning