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    30多年以来,发表论文总数达2000余篇,出版专著35本,研究报告九十余份,其中在包括IEEE Transactions在内的学术刊物论文900余篇,国际会议700余篇,其中被三大检索(SCI、EI、ISTP)检索1000余篇,SCI检索近百篇,900余篇被EI,ISTP检索系统检索及引用。信息科学研究所是国际信号处理学术会议(ICSP)的发起者和连续八届的主持者,具有相当的国际声誉,该会议每两年举办一次,是我校重要的对外交流窗口。另外,信息科学研究所还多次主办IEEE等其他国际国内学术会议。

    2014年发表SCI检索论文76篇,其中IEEE Trans. 15篇,部分论文如下:

◆ 李昂,苗振江,岑翼刚,张晓平,张琳娜,陈世明. Abnormal Event Detection in Surveillance Videos Based on Low-Rank and Compact Coefficient Dictionary Learning. Pattern Recognition, 108(2020):107355. ◆ 李锋,白慧慧,赵耀. Learning a Deep Dual Attention Network for Video Super-Resolution, IEEE Transactions on Image Processing. VOL.29, PP.4474-4488, 2020. ◆ 李锋,丛润民,白慧慧,何一帆. Deep interleaved network for image super-resolution with asymmetric co-attention. International Joint Conference on Artificial Intelligence (IJCAI) 2020, 534-543. ◆ 李锋,白慧慧,赵耀. FilterNet: Adaptive Information Filtering Network for Accurate and Fast Image Super-Resolution. IEEE Transactions on Circuits System and Video Technology, VOL.30, NO.6, PP.1511-1523, JUN.2020. ◆ 张幸幸,Gui,朱振峰,赵耀,Liu. Hierarchical Prototype Learning for Zero-Shot Recognition. IEEE Transactions on Multimedia, VOL.22,NO.7, PP.1692-1703, JUL.2020. ◆ 张淳杰,李成华,程健. Few-Shot Visual Classification Using Image Pairs With Binary Transformation. IEEE Transactions on Circuits and Systems for Video Technology, VOL.30, NO.9, PP.2867-2981, SEP.2020. ◆ 王东,许柯,郭静宁. DSP-Efficient Hardware Acceleration of Convolutional Neural Network Inference on FPGAs. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. vol.39, vo.12, pp.4867-4880, Dec.2020. ◆ 张诗吟,Liew,魏云超,韦世奎,赵耀. Interactive Object Segmentation With Inside-Outside Guidance. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 12234-12244. ◆ 邱爽,赵耀,焦建波,魏云超,韦世奎. Referring Image Segmentation by Generative Adversarial Learning. IEEE Transactions on Multimedia, VOL.22, NO.5, PP.1333-1344, MAY.2020. ◆ 郑帅,朱振峰,张幸幸,刘志哲,程健,赵耀. Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning. CVPR , 7222-7231. ◆ 徐美香,朱振峰,张幸幸,赵耀,李学龙. Canonical Correlation Analysis With L2,1-Norm for Multiview Data Representation. IEEE Transactions on Cybernetics, VOL.50, NO.11, PP.4772-2882, NOV.2020. ◆ 符鑫,赵耀,魏云超,赵玉凤,韦世奎. Rich Features Embedding for Cross-Modal Retrieval: A Simple Baseline. IEEE Transactions on Multimedia, VOL.22, NO.9, PP.2354-2365, SEP.2020. ◆ 谭创创,顾广华,阮涛,韦世奎,赵耀. Dual-Gradients Localization Framework for Weakly Supervised Object Localization. Proceedings of the 28th ACM International Conference on Multimedia, 1976–1984. ◆ 廖康,林春雨,赵耀,MaiXu. Model-Free Distortion Rectification Framework Bridged by Distortion Distribution Map. IEEE Transactions on Image Processing, VOL.29, PP.3707-3718, 2020. ◆ 廖康,林春雨,赵耀,MoncefGabbouj. Distortion Rectification from Static to Dynamic: A Distortion Sequence Construction Perspective. IEEE Transactions on Circuits and Systems for Video Technology, VOL.30, NO, PP.3870-3882, NOV.2020. ◆ 廖康,林春雨,赵耀,Moncef. DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time. IEEE Transactions on Circuits and Systems for Video Technology, VOL.30, NO.3, PP.725-733, MAR. 2020. ◆ 廖理心,赵耀,韦世奎,魏云超,王井东. Parameter Distribution Balanced CNNs. IEEE Transactions on Neural Networks and Learning Systems, VOL.31, NO.11, PP.4600-4609, NOV.2020. ◆ 丛润民, Lei,Fu, Hou,Huang, Kwong. Going from RGB to RGBD saliency: A depth-guided transformation model. IEEE Transactions on Cybernetics, VOL.50, NO.8, PP.3627-3639, AUG.2020. ◆ 许万茹,于剑,苗振江,万丽莉,Ji. Spatio-temporal deep Q-networks for human activity localization. IEEE Transactions on Circuits and Systems for Video Technology, VOL.30, NO.9, PP.2984-2999, SEP.2020. ◆ 许万茹,苗振江,于剑,Ji. Deep Reinforcement Learning for Weak Human Activity Localization, IEEE Transactions on Image Processing. VOL.29, PP.1522-1535, 2020. ◆ 李有儒,朱振峰,孔德强,Han Hua,赵耀. EA-LSTM: Evolutionary attention-based LSTM for time series prediction. Knowledge-Based System, 181(2019)104785.