科研论文
[1] Rahman,MRU(Rahman,MuhammadRameezUr)1;Chen,HY(Chen,Haiyong)1. Defects Inspection in Polycrystalline Solar Cells Electroluminescence Images Using Deep Learning. IEEE ACCESS, 2020, 8 , 40547-40558.
[2] 陈海永，黄迪，庞悦，杜太行. 基于多光谱多尺度类激活映射的弱监督缺陷分割. 河北水利电力学院学报, 2020, 30 4, 10-18.
[3] 胡启迪. 基于注意力的多晶硅太阳能电池表面缺陷弱监督检测. , 2020, 陈海永, .
[4] 刘佳丽. 基于多尺度特征的太阳能硅片和电池片缺陷检测方法研究. , 2020, 陈海永, .
[5] 王霜. 基于卷积神经网络的光伏电池复杂表面EL图像缺陷检测. , 2020, 陈海永, .
[6] 苏斌义. 基于监督学习的光伏电池近红外图像缺陷分类与检测. , 2020, 陈海永, .
[7] 赵鹏. 基于卷积神经网络的光伏电池红外图像缺陷检测. , 2020, 陈海永, .
[8] Chen,HY(Chen,Haiyong)1,2;Hu,QD(Hu,Qidi)1;Zhai,BS(Zhai,Baoshuo)1;Chen,H(Chen,He)1;Liu,K(Liu,Kun)1. A robust weakly supervised learning of deep Conv-Nets for surface defect inspection. NEURAL COMPUTING & APPLICATIONS, 2020, 32 15, 11229-11244.
[9] Liu,K(Liu,Kun)1;Luo,NN(Luo,Nana)1;Li,AM(Li,Aimei)1;Tian,Y(Tian,Ying)2,3;Sajid,H(Sajid,Hasan)4;Chen,HY(Chen,Haiyong)1. y A New Self-Reference Image Decomposition Algorithm for Strip Steel Surface Defect Detection. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 69 7, 4732-4741.
[10] Chen,HY(Chen,Haiyong)1,2;Pang,Y(Pang,Yue)1;Hu,QD(Hu,Qidi)1;Liu,K(Liu,Kun)1,2. Solar cell surface defect inspection based on multispectral convolutional neural network. JOURNAL OF INTELLIGENT MANUFACTURING, 2020, 31 2, 453-468.