ESI 热点论文+高被引论文

[1]  Kechen Song, Jie Wang, Yanqi Bao, Liming Huang,Yunhui Yan. A Novel Visible-Depth-Thermal Image Dataset of Salient Object Detection for Robotic Visual Perception [J]. IEEE/ASME Transactions on Mechatronics, 2023, 28(3), 1558-1569. (IF:6.1) (paper) (Dataset and code) (ESI highly cited,  9/2023-11/2023)

[2]   Kechen Song,  Liming Huang, Aojun Gong, Yunhui Yan. Multiple Graph Affinity Interactive Network and A Variable Illumination Dataset for RGBT Image Salient Object Detection [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(7), 3104-3118. (IF:8.3)    (paper) (Dataset and code)  (ESI highly cited,  11/2023)

[3]   Yu He,  Kechen Song, Qinggang Meng and Yunhui Yan. An End-to-end Steel Surface Defect Detection Approach via Fusing Multiple Hierarchical Features [J]. IEEE Transactions on Instrumentation and Measurement, 2020,69(4),1493-1504. (IF:5.6)    (paper) (NEU-DET)  (Popular Articles, 12/2020-3/2023) (ESI highly cited, 12/2020-11/2023)(ESI Hot Paper,5/2022)

[4]   Hongwen Dong,  Kechen Song, Yu He, Jing Xu, Yunhui Yan, Qinggang Meng. PGA-Net: Pyramid Feature Fusion and Global Context Attention Network for Automated Surface Defect Detection [J]. IEEE Transactions on Industrial Informatics, 2020,16(12),7448-7458. (IF:11.7)    (paper) (NEU-Seg) (ESI highly cited, 7/2021-11/2023)

[5]  Menghui Niu,  Kechen Song, Liming Huang, Qi Wang, Yunhui Yan, Qinggang Meng. Unsupervised Saliency Detection of Rail Surface Defects using Stereoscopic Images [J]. IEEE Transactions on Industrial Informatics, 2021,17(3),2271-2281. (IF:11.7)    (paper) (code)(RSDDS-113 dataset) (ESI highly cited, 7/2021-3/2023)  Reported by 《Imaging & Machine Vision Europe》

[6]  Yanqi Bao,  Kechen Song, Jie Liu, Yanyan Wang, Yunhui Yan, Han Yu, Xingjie Li. Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation [J].IEEE Transactions on Instrumentation and Measurement, 2021, 70, 5011111(IF:5.6)    (paper) (code) (dataset)(ESI highly cited, 5/2022-11/2023)

[7]  Jie Wang,  Kechen Song, Yanqi Bao,  Liming Huang, Yunhui Yan. CGFNet: Cross-Guided Fusion Network for RGB-T Salient Object Detection [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(5),2949-2961.(IF:8.3)   (paper) (code)(ESI highly cited, 11/2022-11/2023)

[8]  Hongwen Dong,   Kechen Song, Qi Wang, Yunhui Yan, Peng Jiang . Deep metric learning-based for multi-target few-shot pavement distress classification [J]. IEEE Transactions on Industrial Informatics,  2022,18(3),1801-1810. (IF:11.7)   (paper)  (code)  (ESI highly cited, 7/2022-11/2023)

[9]   Liming Huang,  Kechen Song, Jie Wang, Menghui Niu, Yunhui Yan. Multi-graph Fusion and Learning for RGBT Image Saliency Detection [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022,32(3),1366-1377. (IF:8.3)  (paper) (code) (ESI highly cited,  1/2023)

[10]  Xin Wen, Jvran Shan, Yu He, Kechen Song.  Steel Surface Defect Recognition: A Survey [J]. Coatings, 2023, 13(1), 17.(IF:2.9) (paper)  (ESI highly cited,  9/2023-11/2023)

[11]   Guorong Song,  Kechen Song and Yunhui Yan. EDRNet: Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects [J]. IEEE Transactions on Instrumentation and Measurement, 2020,69(12),9709-9719. (IF:5.6)    (paper)  (code)  (SD-saliency-900 database) (ESI highly cited,  9/2023-11/2023)

Journal Papers(incomplete):

2025年

【115】Kechen Song,  Xiaotong Xue, Hongwei Wen, Yingying Ji, Yunhui Yan, and Qinggang Meng.  Misaligned Visible-Thermal Object Detection: A Drone-based Benchmark and Baseline [J]. IEEE Transactions on Intelligent Vehicles, , . (IF:14)   (paper) (code) 

【114】Xiangkun Sun,  Kechen Song, Xin Wen, Yanyan Wang, Yunhui Yan.  SDD-DETR: Surface Defect Detection for No-Service Aero-engine Blades with Detection Transformer [J]. IEEE Transactions on Automation Science and Engineering, , , . (IF:5.9)   (paper) (code)  

【113】Hongshu Chen,  Kechen Song,  Wenqi Cui, Tianle Zhang, Yunhui Yan and Jun Li. SRPCNet: Self-Reinforcing Perception Coordination Network for Seamless Steel Pipes Internal Surface Defect Detection [J]. IEEE Transactions on Industrial Informatics, , , . (IF:11.7)   (paper) (code)  

【112】Yingying Ji, Kechen Song, Hongwei Wen, Xiaotong Xue, Yunhui Yan, and Qinggang Meng.  UAV Applications in Intelligent Traffic: RGBT Image Feature Registration and Complementary Perception[J]. Advanced Engineering Informatics, 2025, 63, 102953. (IF:8)    (paper) (code) 

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2024年

【111】Kechen Song,  Hu Feng, Tonglei Cao, Wenqi Cui, Yunhui Yan.  MFANet: Multifeature Aggregation Network for Cross-granularity Few-shot Seamless Steel Tubes Surface Defect Segmentation [J]. IEEE Transactions on Industrial Informatics, 2024, 20(7), 9725-9735. (IF:11.7)   (paper)  

【110】Wenqi Cui,  Kechen Song, Yanyan Wang, Guotong Lv, Yunhui Yan, Han Yu, and Xingjie Li.  A Rapid Screening Method for Suspected Defects in Steel Pipe Welds by Combining Correspondence Mechanism and Normalizing Flow [J]. IEEE Transactions on Industrial Informatics, 2024, 20(9), 11171-11180. (IF:11.7)   (paper) (code)  

【109】Kechen Song,  Tianle Zhang, Chongyan Sun, Xin Wen, Yunhui Yan.  A Novel Multi-Exposure Fusion-induced Stripe Inpainting Method for Blade Reflection-Encoded Images [J]. Advanced Engineering Informatics, 2024, 60, 102376. (IF:8)    (paper) (code) 

【108】Kechen Song, Hongwei Wen, Yingying Ji, Xiaotong Xue, Liming Huang, Yunhui Yan, Qinggang Meng. SIA: RGB-T Salient Object Detection Network with Salient-Illumination Awareness [J]. Optics and Lasers in Engineering, 2024, 172, 107842. (IF:3.5)   (paper) (code) 

【107】Kechen Song,  Wenqi Cui, Han Yu, Xingjie Li, Yunhui Yan.  SAM Era: Can it Segment Any Industrial Surface Defects? [J]. Computers, Materials & Continua, 2024, 78(3), 3953-3969. (IF:2.0)  (paper) (code) 

【106】Hu Feng, Kechen Song, Wenqi Cui, Zhenbo Zhou, Yunhui Yan. A Suspected Defect Screening Guided Lightweight Network for Few-shot Aviation Steel Tube Surface Defect Segmentation [J]. IEEE SENSORS JOURNAL, 2024, 24(22), 38113-38124.  (IF:4.3)    (paper)  

【105】Chenxi An, Kechen Song, Lulu Bao, Dong Zhao, Zhenbo Zhou, Yunhui Yan. A Novel Edge Detection Method of Blade With Multisupervision for Fore-Background Confusion Caused by Extreme Illumination [J]. IEEE SENSORS JOURNAL, 2024, 24(18), 29429-29440.  (IF:4.3)  (paper) (code) 

【104】Ling Tong, Kechen Song, Hongkun Tian, Yi Man, Yunhui Yan and Qinggang Meng. A Novel RGB-D Cross-Background Robot Grasp Detection Dataset and Background-Adaptive Grasping Network [J]. IEEE Transactions on Instrumentation & Measurement, 2024, 73, 9511615.  (IF:5.6)    (paper) (code) 

【103】Wenqi Cui, Kechen Song,  Xiujian Jia,  Hongshu Chen, Yu Zhang, Yunhui Yan, Wenying Jiang.  An Efficient Targeted Design for Real-time Defect Detection of Surface Defects [J]. Optics and Lasers in Engineering,  2024, 178, 108174.  (IF:3.5)    (paper) (code) 

【102】Shaoning Liu,  Kechen Song,  Xianming Yang, Ling Tong, Yunhui Yan. EHSGNet: A novel edge and high-level semantic guided network for CFRP subsurface defects detection[J].  Measurement,  2024, 237, 115210. (IF:5.2)  (paper)  

【101】Shuai Ma,  Kechen Song,  Menghui Niu, Hongkun Tian, Yanyan Wang, Yunhui Yan.  Feature-based Domain Disentanglement and Randomization: A Generalized Framework for Rail Surface Defect Segmentation in Unseen Scenarios [J]. Advanced Engineering Informatics, 2024, 59, 102274. (IF:8)    (paper)  

【100】Yunhui Yan, Hongkun Tian,  Kechen Song,  Yuntian Li, Yi Man, Ling Tong.   Transparent Object Depth Perception Network for Robotic Manipulation Based on Orientation-aware Guidance and Texture Enhancement [J]. IEEE Transactions on Instrumentation & Measurement, 2024, 73, 7505711.  (IF:5.6)    (paper) 

【99】Yunhui Yan, Shuai Ma,  Kechen Song,  Yanyan Wang, Hongkun Tian, Jingbo Guo.  Uncertainty inspired domain adaptation network for rail surface defect segmentation [J]. Engineering Applications of Artificial Intelligence, 2024, 135, 108860.(IF:7.5)  (paper)

【98】Yunhui Yan, Xiujian Jia,  Kechen Song,  Wenqi Cui, Ying Zhao, Chuang Liu, Jingbo Guo.  Specificity Autocorrelation Integration Network for Surface Defect Detection of No-Service Rail [J]. Optics and Lasers in Engineering,  2024, 172, 107862.  (IF:4.6)    (paper) (code) 

【97】Tonglei Cao,  Kechen Song,  Likun Xu, Hu Feng, Yunhui Yan, Jingbo Guo. Balanced Multi-Scale Target Score Network for Ceramic Tile Surface Defect Detection [J].  Measurement,  2024, 224, 113914. (IF:5.2)  (paper)  

【96】Xianbin Wei,  Kechen Song,  Wenkang Yang, Yunhui Yan and Qinggang Meng.  A Visible-Infrared Clothes-Changing Dataset for Person Re-identification in Natural Scene [J]. Neurocomputing, 2024, 569, 127110. (IF:5.5)  (paper)(code) 

【95】Shenghui Sun,  Kechen Song,  Hongkun Tian, Yi Man, Yunhui Yan.  DCBFusion: An Infrared and Visible Image Fusion Method Through Detail Enhancement, Contrast Reserve and Brightness Balance [J]. The Visual Computer, 2024, 40, 5763-5781. (IF:3)  (paper)

【94】Hongkun Tian,  Kechen Song,  Ling Tong, Yi Man, Yunhui Yan.  Robot Unknown Objects Instance Segmentation based on Collaborative Weight Assignment RGB-Depth Fusion Strategy [J]. IEEE/ASME Transactions on Mechatronics, 2024, 29(3), 2032-2043.  (IF:6.1)  (paper) 

【93】 Ziang Zhou, Wensong Zhao, Kechen Song, Yanyan Wang, and Jun Li. EAFNet:  Extraction-Amplification-Fusion Network for Tiny Cracks Detection [J].  Engineering Applications of Artificial Intelligence, 2024, 135, 108860.(IF:7.5)  (paper)(code)

【92】Junyi Wang, Wentao Zhang, Jun Fu,  Kechen Song,  Qinggang Meng, Lin Zhu, Yuru Jin.  LDCNet: A Lightweight Multi-Scale Convolutional Neural Network Using Local Dense Connectivity for Image Recognition [J]. IEEE Transactions on Cognitive and Developmental Systems, 2024, 16(3), 888-898. (IF:5)    (paper) 

【91】Shuai Ma,  Kechen Song,  Menghui Niu, Hongkun Tian, Yunhui Yan. Cross-scale Fusion and Domain Adversarial Network for Generalizable Rail Surface Defect Segmentation on Unseen Datasets [J]. Journal of Intelligent Manufacturing, 2024, 35: 367-386. (IF:5.9) (paper)(code)

【90】 Ziang Zhou, Wensong Zhao, Jun Li, Kechen Song. SPCNet: A Strip Pyramid ConvNeXt Network for Detection of Road Surface Defects [J]. Signal, Image and Video Processing, 2024, 18: 37-45. (IF:2) (paper)

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2023年

【89】Kechen Song, Jie Wang, Yanqi Bao, Liming Huang,Yunhui Yan. A Novel Visible-Depth-Thermal Image Dataset of Salient Object Detection for Robotic Visual Perception [J]. IEEE/ASME Transactions on Mechatronics, 2023, 28(3), 1558-1569. (IF:6.4) (paper) (Dataset and code) (ESI highly cited,  9/2023-11/2023)

【88】Kechen Song,  Liming Huang, Aojun Gong, Yunhui Yan. Multiple Graph Affinity Interactive Network and A Variable Illumination Dataset for RGBT Image Salient Object Detection [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(7), 3104-3118. (IF:8.4)    (paper) (Dataset and code)  (ESI highly cited,  11/2023)

【87】Kechen Song,  Ying Zhao, Liming Huang, Yunhui Yan, Qinggang Meng. RGB-T Image Analysis Technology and Application A Survey [J].  Engineering Applications of Artificial Intelligence, 2023, 120, 105919.  (IF:8)  (paper) 

【86】Kechen Song, Yanqi Bao, Han Wang, Liming Huang,Yunhui Yan. A Potential Vision-Based Measurements Technology: Information Flow Fusion Detection Method Using RGB-Thermal Infrared Images [J]. IEEE Transactions on Instrumentation & Measurement, 2023, 72, 5004813 (IF:5.6)    (paper) (code) 

【85】Kechen Song, Hongwei Wen, Xiaotong Xue, Liming Huang, Yingying Ji, Yunhui Yan. Modality Registration and Object Search Framework for UAV-based Unregistered RGB-T Image Salient Object Detection [J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 5531015. (IF:8.2)    (paper) (code) 

【84】Kechen Song, Xiangkun Sun, Shuai Ma, Yunhui Yan. Surface Defect Detection of Aeroengine Blades Based on Cross-Layer Semantic Guidance [J]. IEEE Transactions on Instrumentation & Measurement, 2023, 72, 2514411. (IF:5.6)    (paper) (code) 

【83】Kechen Song, Yiming Zhang, Yanqi Bao, Ying Zhao,  Yunhui Yan. Self-Enhanced Mixed Attention Network for Three-Modal Images Few-shot Semantic Segmentation [J]. Sensors, 2023, 23, 6612. (IF:3.9)    (paper) (code) 

【82】Kechen Song, Han Wang, Ying Zhao, Liming Huang, Hongwen Dong,  Yunhui Yan. Lightweight Multi-level Feature Difference Fusion Network for RGB-D-T Salient Object Detection [J]. Journal of King Saud University - Computer and Information Sciences, 2023, 35(8), 101702. (IF:6.9)    (paper) (code) 

【81】Hu Feng, Kechen Song,  Wenqi Cui, Yiming Zhang, Yunhui Yan. Cross Position Aggregation Network for Few-shot Strip Steel Surface Defect Segmentation [J]. IEEE Transactions on Instrumentation & Measurement, 2023, 72, 5007410. (IF:5.6)    (paper) (code) 

【80】Yunhui Yan, Ling Tong,  Kechen Song,  Hongkun Tian, Yi Man, Wenkang Yang.  SISG-Net: Simultaneous Instance Segmentation and Grasp Detection for Robot Grasp in Clutter [J]. Advanced Engineering Informatics, 2023, 58, 102189 . (IF:8.8)    (paper) (code) 

【79】Ling Tong,  Kechen Song,  Hongkun Tian, Yi Man, Yunhui Yan, Qinggang Meng.  SG-Grasp: Semantic Segmentation Guided Robotic Grasp Oriented to Weakly Textured Objects Based on Visual Perception Sensors [J]. IEEE Sensors Journal, 2023, 23(22), 28430-28441. (IF:4.3)    (paper) (code) 

【78】Ying Zhao,  Kechen Song,  Wenqi Cui, Hang Ren, Yunhui Yan.  MFS Enhanced SAM: Achieving Superior Performance in Bimodal Few-shot Segmentation [J]. Journal of Visual Communication and Image Representation, 2023, 97,  103946.  (IF:2.6)   (paper) (code) 

【77】Ying Zhao,  Kechen Song,  Yiming Zhang, Yunhui Yan.  BMDENet: Bi-directional Modality Difference Elimination Network for Few-shot RGB-T Semantic Segmentation [J]. IEEE Transactions on Circuits and Systems II Express Briefs, 2023, 70(11), 4266-4270. (IF:4.4)    (paper) (code) 

【76】Wenqi Cui, Kechen Song, Hu Feng, Xiujian Jia, Shaoning Liu, Yunhui Yan. Autocorrelation Aware Aggregation Network for Salient Object Detection of Strip Steel Surface Defects [J]. IEEE Transactions on Instrumentation & Measurement, 2023, 72, 5019412. (IF:5.6)    (paper) (code) 

【75】 Liangliang Feng, Kechen Song, Junyi Wang, Yunhui Yan. Exploring the Potential of Siamese Network for RGBT Object Tracking [J]. Journal of Visual Communication and Image Representation, 2023, 95, 103882. (IF:2.6) (paper)

【74】 Shubo Liang, Kechen Song, Wenli Zhao, Song Li, Yunhui Yan. DASR: Dual-Attention Transformer for Infrared Image Super-resolution [J]. Infrared Physics & Technology, 2023, 133, 104837. (IF:3.3) (paper)(code)

【73】Hongwei Wen,  Kechen Song,  Liming Huang, Han Wang, Junyi Wang, Yunhui Yan. Hierarchical Two-stage Modal Fusion for Triple-modality Salient Object Detection [J].  Measurement,  2023, 218, 113180. (IF:5.6)  (paper)  (Dataset and code) 

【72】Hongwei Wen,  Kechen Song,  Liming Huang, Han Wang, Yunhui Yan. Cross-Modality Salient Object Detection Network with Universality and Anti-interference [J].  Knowledge-Based Systems,  2023, 264, 110322. (IF:8.8)  (paper)  (code) 

【71】Hongkun Tian,  Kechen Song, Jing Xu, Shuai Ma,  Yunhui Yan. Antipodal-Points-aware Dual-decoding Network for Robotic Visual Grasp Detection Oriented to Multi-object Clutter Scenes [J].  Expert Systems With Applications, 2023, 230, 120545.(IF:8.5)  (paper) 

【70】Wenkang Yang, Kechen Song,  Yanyan Wang, Xianbin Wei, Ling Tong, Shuo Chen, Yunhui Yan. NFCF: Industrial Surface Anomaly Detection with Normalizing Flow Cross-Fitting Network [J].  Optics and Lasers in Engineering, 2023, 168:107655. (IF:4.6) (paper)  (Dataset and code) 

【69】Hongkun Tian,  Kechen Song,  Song Li, Shuai Ma,  Yunhui Yan. Rotation Adaptive Grasping Estimation Network Oriented to Unknown Objects Based on Novel RGB-D Fusion Strategy [J].  Engineering Applications of Artificial Intelligence, 2023, 120, 105842. (IF:8)  (paper) 

【68】Wenli Zhao,  Kechen Song,  Yanyan Wang, Shubo Liang, Yunhui Yan. FaNet: Feature-aware Network for Few Shot Classification of Strip Steel Surface Defects [J].  Measurement,  2023, 208, 112446. (IF:5.6)  (paper)  (Dataset and code) 

【67】Shuai Ma,  Kechen Song,  Menghui Niu, Hongkun Tian, Yanyan Wang, Yunhui Yan. Shape Consistent One-Shot Unsupervised Domain Adaptation for Rail Surface Defect Segmentation [J].  IEEE Transactions on Industrial Informatics, 2023, 19(9), 9667-9679 . (IF:12.3)  (paper)  (code) 

【66】Yanyan Wang, Menghui Niu, Kechen Song,  Peng Jang,  Yunhui Yan. Normal-knowledge-based Pavement Defect Segmentation Using Relevance-aware and Cross-reasoning Mechanisms [J].  IEEE Transactions on Intelligent Transportation Systems, 2023, 24(4), 4413-4427 .(IF:8.5) (paper) (dataset)  (code) 

【65】Xin Wen, Wenli Zhao, Zhenhao Yu, Jianxun Zhao, Kechen Song.  A Novel Anomaly Detection Method for Strip Steel Based on Multi-Scale Knowledge Distillation and Feature Information Banks Network [J]. Coatings, 2023, 13(7), 1171.(IF:3.4) (paper) 

【64】Xin Wen, Jvran Shan, Yu He, Kechen Song.  Steel Surface Defect Recognition: A Survey [J]. Coatings, 2023, 13(1), 17.(IF:3.4) (paper)  (ESI highly cited,  9/2023-11/2023)

【63】Han Wang, Kechen Song,  Liming Huang, Hongwei Wen, Yunhui Yan.  Thermal Images-Aware Guided Early Fusion Network for Cross-Illumination RGB-T Salient Object Detection [J]. Engineering Applications of Artificial Intelligence, 2023, 118,105640. (IF:8) (paper) (code)

【62】Kuan Wang, Jing Xu, Kechen Song,  Yunhui Yan, Yihang Peng. Informed Anytime Bi-directional Fast Marching Tree for Optimal Motion Planning in Complex Cluttered Environments [J]. Expert Systems With Applications, 2023, 215,119263.(IF:8.5) (paper)

【61】Hongkun Tian, Kechen Song, Song Li, Shuai Ma, Jing Xu and Yunhui Yan. Data-driven Robotic Visual Grasping Detection for Unknown Objects A Problem-oriented Review [J]. Expert Systems With Applications, 2023, 211, 118624.(IF:8.5)   (paper)  

【60】Shuai Ma, Kechen Song, Hongwen Dong, Hongkun Tian, Yunhui Yan. Modal Complementary Fusion Network for RGB-T Salient Object Detection [J]. Applied Intelligence,  2023, 53, 9038-9055.(IF:5.019) (paper)  (code)

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2022年

【59】Chongyan Sun, Kechen Song, Jianyu Su,Yunhui Yan, Tianle Zhang. A Multi-Exposure Fusion Method for Reflection Suppression of Curved Workpieces [J]. IEEE Transactions on Instrumentation and Measurement, 2022,71,5021104 .(IF:5.6)   (paper)   (Dataset and code)

【58】Hongkun Tian, Kechen Song, Song Li, Shuai Ma and Yunhui Yan. Light-weight Pixel-wise Generative Robot Grasping Detection Based on RGB-D Dense Fusion [J]. IEEE Transactions on Instrumentation and Measurement, 2022,71, 5017912.(IF:5.6)   (paper) (video) 

【57】Jingpeng Wang, Kechen Song, Defu Zhang, Menghui Niu, Yunhui Yan. Collaborative Learning Attention Network Based on RGB Image and Depth Image for Surface Defect Inspection of No-Service Rail [J].  IEEE/ASME Transactions on Mechatronics, 2022, 27(6),4874-4884. (IF:6.4)   (paper) 

【56】Weiwei Xiao, Kechen Song, Jie Liu and Yunhui Yan.Graph Embedding and Optimal Transport for Few-Shot Classification of Metal Surface Defect [J]. IEEE Transactions on Instrumentation and Measurement, 2022, 71,5010310.(IF:5.6)   (paper) (code) 

【55】Hongwen Dong, Kechen Song, Yanyan Wang, Yunhui Yan, Peng Jiang. Automatic Inspection and Evaluation System for Pavement Distress [J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(8),12377-12387.(IF:8.5)   (paper) 

【54】Jie Wang, Kechen Song, Yanqi Bao,  Liming Huang, Yunhui Yan. CGFNet: Cross-Guided Fusion Network for RGB-T Salient Object Detection [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(5),2949-2961.(IF:8.4)   (paper) (code)(ESI highly cited, 11/2022-11/2023)

【53】Hongwen Dong,  Kechen Song, Qi Wang, Yunhui Yan, Peng Jiang . Deep metric learning-based for multi-target few-shot pavement distress classification [J]. IEEE Transactions on Industrial Informatics,  2022,18(3),1801-1810. (IF:12.3)   (paper)  (code)  (ESI highly cited, 7/2022-11/2023)

【52】Liming Huang,  Kechen Song, Jie Wang, Menghui Niu, Yunhui Yan. Multi-graph Fusion and Learning for RGBT Image Saliency Detection [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022,32(3),1366-1377.(IF:8.4)  (paper) (code)(ESI highly cited, 1/2023)

【51】Han Yu, Erfeng Shang, Xingjie Li, Huasheng Xie, Zhi Zhu, Zhaowei Song, Xiao Liang, Kechen Song, et al. Center-Guided and Connectivity-Preserving Network for Grain Size Measurement [J]. IEEE Transactions on Instrumentation and Measurement, 2022, 71,5000810.(IF:5.6)  (paper) (code)

【50】Chi Wan, Shuai Ma, Kechen Song.  TSSTNet: A Two-Stream Swin Transformer Network for Salient Object Detection of No-Service Rail Surface Defects [J]. Coatings, 2022, 12(11), 1730.(IF:3.4) (paper) (code)

【49】Yanyan Wang, Kechen Song,  Menghui Niu, Yanqi Bao, Hongwen Dong, Yunhui Yan. Unsupervised defect detection with patch-aware mutual reasoning network in image data [J]. Automation in Construction, 2022, 142, 104472.(IF:10.3) (paper)  (code)

【48】Jie Wang, Kechen Song,   Yanqi Bao, Yunhui Yan, Yahong Han. Unidirectional RGB-T salient object detection with intertwined driving of encoding and fusion [J]. Engineering Applications of Artificial Intelligence, 2022, 114, 105162. (IF:8) (paper) 

【47】Defu Zhang, Kechen Song, Jing Xu, Hongwen Dong, Yunhui Yan. An image-level weakly supervised segmentation method for No-service rail surface defect with size prior [J]. Mechanical Systems and Signal Processing, 2022, 165, 108334.(IF:8.4) (paper) (code)

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2021年

【46】Menghui Niu,  Kechen Song, Liming Huang, Qi Wang, Yunhui Yan, Qinggang Meng. Unsupervised Saliency Detection of Rail Surface Defects using Stereoscopic Images [J]. IEEE Transactions on Industrial Informatics, 2021,17(3),2271-2281. (IF:12.3)    (paper) (code)(RSDDS-113 dataset) (ESI highly cited, 7/2021-1/2023)  Reported by 《Imaging & Machine Vision Europe》

【45】Yanqi Bao,  Kechen Song, Jie Liu, Yanyan Wang, Yunhui Yan, Han Yu, Xingjie Li. Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation [J].IEEE Transactions on Instrumentation and Measurement, 2021, 70, 5011111(IF:5.6)    (paper) (code) (dataset)(ESI highly cited, 5/2022-11/2023)

【44】Defu Zhang, Kechen Song, Qi Wang, Yu He, Xin Wen, Yunhui Yan. Two Deep Learning Networks for Rail Surface Defect Inspection of Limited Samples with Line-Level Label [J]. IEEE Transactions on Industrial Informatics, 2021,17(10),6731-6741. (IF:12.3)    (paper)

【43】Defu Zhang,  Kechen Song, Jing Xu, Yu He, Menghui Niu, Yunhui Yan. MCnet: Multiple Context Information Segmentation Network of No-service Rail Surface Defects [J]. IEEE Transactions on Instrumentation and Measurement, 2021, 70,5004309(IF:5.6)    (paper) (code) (dataset)

【42】Jing Xu,  Kechen Song, Defu Zhang, Hongwen Dong, Yunhui Yan, Qinggang Meng. Informed Anytime Fast Marching Tree for Asymptotically-Optimal Motion Planning [J]. IEEE Transactions on Industrial Electronics, 2021,68(6),5068-5077. (IF:7.7)   (paper)

【41】Menghui Niu, Yanyan Wang,  Kechen Song, Qi Wang, Yongjie Zhao, Yunhui Yan. An Adaptive Pyramid Graph and Variation Residual-Based Anomaly Detection Network for Rail Surface Defects [J]. IEEE Transactions on Instrumentation and Measurement, 2021,70,5020013(IF:5.6)     (paper)

【40】Huiyu Liu,  Yunhui Yan, Kechen Song and Han Yu. SPS-Net:Self-attention Photometric Stereo Network [J]. IEEE Transactions on Instrumentation and Measurement, 2021, 70, 5006213.(IF:5.6)    (paper)

【39】 Huiyu Liu,  Yunhui Yan,  Kechen Song, Hao Chen and Han Yu. Efficient Optical Measurement of Welding Studs with Normal Maps and Convolutional Neural Network [J]. IEEE Transactions on Instrumentation and Measurement, 2021, 70,5000614. (IF:5.6)    (paper)

【38】 Yanqi Bao, Kechen Song, Jie Wang, Liming Huang, Hongwen Dong, Yunhui Yan. Visible and Thermal Images Fusion Architecture for Few-shot Semantic Segmentation [J]. Journal of Visual Communication and Image Representation, 2021, 80, 103306. (IF:2.6) (paper)

【37】Yanyan Wang, Kechen Song, Jie Liu, Hongwen Dong, Yunhui Yan, Peng Jiang. RENet: Rectangular Convolution Pyramid and Edge Enhancement Network for Salient Object Detection of Pavement Cracks [J]. Measurement, 2021, 170, 108698. (IF:5.6)(paper)

【36】 Jie Liu, Kechen Song,  Mingzheng Feng, Yunhui Yan, Zhibiao Tu, Liu Zhu. Semi-supervised anomaly detection with dual prototypes autoencoder for industrial surface inspection [J]. Optics and Lasers in Engineering, 2021, 136, 106324. (IF:4.6) (paper)

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2020年

【35】Hongwen Dong,  Kechen Song, Yu He, Jing Xu, Yunhui Yan, Qinggang Meng. PGA-Net: Pyramid Feature Fusion and Global Context Attention Network for Automated Surface Defect Detection [J]. IEEE Transactions on Industrial Informatics, 2020,16(12),7448-7458. (IF:12.3)    (paper) (NEU-Seg) (ESI highly cited, 7/2021-1/2023)

【34】 Yu He,  Kechen Song, Qinggang Meng and Yunhui Yan. An End-to-end Steel Surface Defect Detection Approach via Fusing Multiple Hierarchical Features [J]. IEEE Transactions on Instrumentation and Measurement, 2020,69(4),1493-1504. (IF:5.6)    (paper) (NEU-DET)  (Popular Articles, 12/2020-1/2023) (ESI highly cited, 12/2020-11/2023)(ESI Hot Paper,5/2022)

【33】Guorong Song,  Kechen Song and Yunhui Yan. EDRNet: Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects [J]. IEEE Transactions on Instrumentation and Measurement, 2020,69(12),9709-9719. (IF:5.6)    (paper)  (code)  (SD-saliency-900 database) (ESI highly cited,  9/2023-11/2023)

【32】Liming Huang,  Kechen Song,  Aojun Gong, Chuang Liu, Yunhui Yan. RGB-T Saliency Detection via Low-rank Tensor Learning and Unified Collaborative Ranking [J]. IEEE Signal Processing Letters, 2020, 27,1585-1589. (IF: 3.9) (paper) (code and datasets)

【31】Jie Liu,  Kechen Song,  Yu He, Hongwen Dong, Yunhui Yan, Qinggang Meng. Learning object-centric complementary features for zero-shot learning [J]. Signal Processing: Image Communication, 2020, 89, 115974.(IF: 3.5) (paper)

【30】Han Yu, Xingjie Li,  Kechen Song,  Erfeng Shang, Huiyu Liu, Yunhui Yan. Adaptive depth and receptive field selection network for defect semantic segmentation on castings X-rays [J]. NDT & E International, 2020, 116, 102345.(IF: 4.2) (paper)

【29】 Mingzheng Feng,  Kechen Song, Yanyan Wang, Jie Liu, Yunhui Yan. Learning Discriminative Update Adaptive Spatial-Temporal Regularized Correlation Filter for RGB-T Tracking [J]. Journal of Visual Communication and Image Representation, 2020, 72, 102881. (IF:2.6) (paper)

【28】Bingyang Guo,  Kechen Song, Hongwen Dong, Yunhui Yan, Zhibiao Tu, Liu Zhu. NERNet: Noise estimation and removal network for image denoising [J]. Journal of Visual Communication and Image Representation, 2020, 71, 102851. (IF:2.6) (paper)

【27】Guorong Song,  Kechen Song and Yunhui Yan. Saliency detection for strip steel surface defects using multiple constraints and improved texture features [J]. Optics and Lasers in Engineering, 2020, 128, 106000.(IF:4.6) (paper)  (code)  (SD-saliency-900 database)

【26】 Jing Xu, Kechen Song, Hongwen Dong, Yunhui Yan. A batch informed sampling-based algorithm for fast anytime asymptotically-optimal motion planning in cluttered environments [J]. Expert Systems with Applications, 2020, 144, 113124. (IF:8.5)    (paper)

【25】Defu Zhang, Kechen Song, Jing Xu, Yu He and Yunhui Yan. Unified Detection Method of Aluminium Profile Surface Defects: Common and Rare Defect Categories [J]. Optics and Lasers in Engineering, 2020, 126, 105936. (IF:4.6) (paper)

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Before 2020

【24】Yongjie Zhao, Dongtai Liang, Kechen Song, Yunhui Yan, and Haonan Li . Automatic measurement of grinding-induced white layer in titanium alloys based on image processing technique [J]. The International Journal of Advanced Manufacturing Technology, 2019,109:1483-1496. ( IF: 3.226) (paper)

【23】Xin Wen,  Kechen Song, Liming Huang, Menghui Niu and Yunhui Yan. Complex surface ROI detection for steel plate fusing the gray image and 3D depth information[J]. Optik, 2019, 198: 163313. ( IF: 1.914)   (paper)

【22】Yu He,  Kechen Song, Hongwen Dong and Yunhui Yan. Semi-supervised Defect Classification of Steel Surface Based on Multi-training and Generative Adversarial Network [J]. Optics and Lasers in Engineering, 2019, 122: 294-302. (IF:4.6)  (paper)

【21】 Jing Xu,  Kechen Song, Yu He, Zhipeng Dong and Yunhui Yan. Inverse Kinematics for 6-DOF Serial Manipulators with Offset or Reduced Wrists via a Hierarchical Iterative Algorithm [J]. IEEE Access, 2018, 6: 52899-52910. ( IF:3.367)   (paper)

【20】 Kechen Song, Bin Hou, Menghui Niu, Xin Wen, and Yunhui Yan. Flexible line-scan camera calibration method using a coded eight trigrams pattern [J]. Optics and Lasers in Engineering, 2018, 110: 296–307.(IF:4.6) (paper)

【19】Menghui Niu, Kechen Song, Xin Wen, Defu Zhang and Yunhui Yan. The Line Scan Camera Calibration Based on Space Rings Group [J]. IEEE Access, 2018, 6: 23711-23721. (  IF:3.367)   (paper)

【18】Yongjie Zhao, Yunhui Yan,Kechen Song，and Haonan Li. Robust and automatic measurement of grinding-induced subsurface damage in optical glass K9 based on digital image processing [J]. Archives of Civil and Mechanical Engineering, 2018: 320-330. ( IF: 2.846) (paper)

【17】Yongjie Zhao, Yunhui Yan,  Kechen Song，and Haonan Li. Intelligent assessment of subsurface cracks in optical glass generated in mechanical grinding process [J]. Advances in Engineering Software, 2018, 115: 17-25.  ( IF: 4.194) (paper)

【16】Yongjie Zhao, Haonan Li,Kechen Song, and Yunhui Yan . In-situ and in-process monitoring of optical glass grinding process based on image processing technique [J]. The International Journal of Advanced Manufacturing Technology, 2017, 93(9-12): 3017-3031. ( IF:3.226) (paper)

【15】 Xin Wen, Kechen Song, Menghui Niu, Zhipeng Dong and Yunhui Yan. 3D inspection technology combining passive stereo matching and active structured light for steel plate surface sample [J]. International Journal of Surface Science and Engineering, 2017, 11(4): 299-319.  ( IF: 1.178) (paper)

【14】Xin Wen,  Kechen Song, Menghui Niu, Zhipeng Dong and Yunhui Yan. A three-dimensional inspection system for high temperature steel product surface sample height using stereo vision and blue encoded patterns [J]. Optik - International Journal for Light and Electron Optics, 2017, 130: 131-148. ( IF: 0.835) (paper)

【13】Yongjie Zhao, Yunhui Yan, and Kechen Song. Vision-based automatic detection of steel surface defects in the cold rolling process: considering the influence of industrial liquids and surface textures [J]. The International Journal of Advanced Manufacturing Technology, 2017, 90(5): 1665-1678. ( IF: 3.226) (paper) 

【12】 Kechen Song, Shaopeng Hu, Xin Wen, and Yunhui Yan. Fast 3D shape measurement using Fourier transform profilometry without phase unwrapping [J]. Optics and Lasers in Engineering, 2016, 84:74-81. ( IF: 4.6) (paper) 

【11】 Kechen Song, Xin Wen, Yongjie Zhao, Zhipeng Dong and Yunhui Yan. Noise robust stereo matching using adjacent evaluation census transform and wavelet edge joint bilateral filter [J]. Journal of Visual Communication and Image Representation, 2016, 38:487-503. (2016 IF: 2.6) (paper) (website)

【10】Kechen Song,  Yunhui Yan, Menghui Niu, Changsheng Liu. Effective stereo matching method with equicrural triangle census
tansform [J]. Journal of Computational Information Systems, 2015, 11(21)：7769-7780.(paper) (website)

【9】 Kechen Song, Yunhui Yan, Yongjie Zhao, Changsheng Liu. Adjacent evaluation of local binary pattern for texture classification [J]. Journal of Visual Communication and Image Representation, 2015, 33:323-339.(2016IF: 2.6)(paper)(website) (code)

【8】 Kechen Song, Shaopeng Hu, Yunhui Yan and Jun Li. Surface defect detection method using saliency linear scanning morphology for silicon steel strip under oil pollution interference[J]. ISIJ International, 2014, 54(11):2598-2607. ( IF: 1.110)(paper)(website) (code)

【7】Kechen Song and Yunhui Yan. Micro surface defect detection method for silicon steel strip based on saliency convex active contour model[J].Mathematical Problems in Engineering, 2013, (IF: 0.802) (paper) (website) (code) 

【6】Kechen Song, Shaopeng Hu and Yunhui Yan. Automatic Recognition of Surface Defects on Hot-Rolled Steel Strip Using Scattering Convolution Network [J].Journal of Computational Information Systems, 2014, 10(7):3049-3055 . (paper)

【5】 Kechen Song and Yunhui Yan. A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defects [J].Applied Surface Science, 2013, 285: 858-864.  ( IF: 4.439) (paper) (database)

【4】 SONG Ke-Chen, YAN Yun-hui, CHEN Wen-Hui, ZHANG Xu. Research and Perspective on Local Binary Pattern[J].ACTA AUTOMATICA SINICA, 2013, 39(6): 730-744.(paper)

【3】 SONG Kechen, YAN Yunhui, PENG Yishu, DONG Dewei. Convex Active Contour Segmentation Model of Strip Steel Defects Image Based on Local Information[J].JOURNAL OF MECHANICAL ENGINEERING，2012，48(20)：1-7. (paper) (Chinese)

【2】SONG Kechen, YAN Yunhui,WANG Zhan, HU Changfa. Research on segmentation method for silicon steel surface defect based on structure tensor and active contour[J].Computer Engineering and Applications，2012，48(32)：224-228.(paper) (Chinese)

【1】Yan Yunhui, Song Kechen, Peng Yishu, Li Jun.Research on Strip Steel Surface Defect Image Fusion Rule Based on Local Variance Dissimilarity[J].Journal of Northeastern University :Natural Science，2011，32(1)：121-124.(paper)(Chinese)

                                                           

• Conference Papers(incomplete):

1. Kechen Song, Yunhui Yan. Neighborhood Estimated Local Binary Patterns for Texture Classification[C]. 2013 International Conference on Advances in Industrial Control, Electronics and Computer Engineering (AICECE2013). Volume2:346-349.
2. Yan Yunhui , Song Kechen, Xing Zhitao , Feng Xuehui. The strip steel surface defects classification method based on weak classifier adaptive enhancement[C]. 3rd International Conference on Measuring Technology and Mechatronics Automation, (ICMTMA 2011). Volume3:958-961.
3. Xin Wen, Kechen Song, Zhipeng Dong and Yunhui Yan. Three-Dimensional Complex Shape Measurement Using Heterodyne Principle with Binocular Stereo Vision [C]. International Conference on Mechanical Engineering and Control Automation (ICMECA), Wuhan, China, 2016, 573-579.( CPCI, WOS: 000390841600093)
4. Zhan Wang, Yun-hui Yan, De-wei Dong, Ke-chen Song. Texture Segmentation of Natural Images Based on active contour Model[C]. 2012 International Symposium on Electronic Engineering and Information Processing (ISEEIP 2012).

5. Huiyu Liu, Yunhui Yan, Kechen Song, Howard Chen. Optical challenging feature inline measurement system based on photometric stereo and HON feature extractor[C]. Optical Micro-and Nanometrology VII. Vol. 10678. International Society for Optics and Photonics, 2018.

6. Xin Wen, Kechen Song. Three-dimensional shape information acquisition using binocular stereo vision for reflective steel plate[C]. The 3rd International Conference on Graphics and Signal Processing (ICGSP 2019), Hong Kong, 2019, 82-85.( EI:20193507365042)