15 January 2023, Volume 59 Issue 2
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Research Hotspots and Reviews
Survey on Image Semantic Segmentation in Dilemma of Few-Shot
WEI Ting, LI Xinlei, LIU Hui
2023, 59(2):  1-11.  DOI: 10.3778/j.issn.1002-8331.2205-0496
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Review of Research on Adapter and Prompt Tuning
LIN Lingde, LIU Na, WANG Zheng'an
2023, 59(2):  12-21.  DOI: 10.3778/j.issn.1002-8331.2209-0025
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Review of End-to-End Streaming Speech Recognition
WANG Aohui, ZHANG Long, SONG Wenyu, MENG Jie
2023, 59(2):  22-33.  DOI: 10.3778/j.issn.1002-8331.2206-0306
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Review of Musical Instrument Recognition in Music Information Retrieval
PEI Wenbin, WANG Hailong, LIU Lin, PEI Dongmei
2023, 59(2):  34-47.  DOI: 10.3778/j.issn.1002-8331.2205-0492
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Survey of Research on Deep Multimodal Representation Learning
PAN Mengzhu, LI Qianmu, QIU Tian
2023, 59(2):  48-64.  DOI: 10.3778/j.issn.1002-8331.2206-0145
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Theory, Research and Development
Chaotic Tunicate Swarm Algorithm Based on Cosine Adaptive
LI Xiangzhe, GU Lei, MA Li, WANG Mengjie
2023, 59(2):  65-75.  DOI: 10.3778/j.issn.1002-8331.2108-0237
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Cross-Social Network User Matching Based on User Check-in
DAI Jun, MA Qiang
2023, 59(2):  76-84.  DOI: 10.3778/j.issn.1002-8331.2203-0581
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Adaptively Efficient Deep Cross-Modal Hash Retrieval Based on Incremental Learning
ZHOU Kun, XU Liming, ZHENG Bochuan, XIE Yicai
2023, 59(2):  85-93.  DOI: 10.3778/j.issn.1002-8331.2108-0349
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Pattern Recognition and Artificial Intelligence
Multilevel Metric Networks for Few-Shot Learning
WEI Shihong, LIU Hongmei, TANG Hong, ZHU Longjiao
2023, 59(2):  94-101.  DOI: 10.3778/j.issn.1002-8331.2107-0351
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Research on Text Classification Based on Knowledge Graph and Multimodal
JING Li, YAO Ke
2023, 59(2):  102-109.  DOI: 10.3778/j.issn.1002-8331.2202-0051
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Automatic Paper Recommendation Algorithm Based on Multi-View Fusion TextRCNN
YANG Xiuzhang, WU Shuai, YANG Qi, XIANG Meiyu, LI Na, ZHOU Jisong, ZHAO Xiaoming
2023, 59(2):  110-119.  DOI: 10.3778/j.issn.1002-8331.2106-0083
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IrisBeautyDet：Neural Network for Iris Localization and Cosmetic Contact Lens Detection
CHEN Xuqi, SHEN Wenzhong
2023, 59(2):  120-128.  DOI: 10.3778/j.issn.1002-8331.2106-0460
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BERT Mongolian Word Embedding Learning
WANG Yurong, LIN Min, LI Yanling
2023, 59(2):  129-134.  DOI: 10.3778/j.issn.1002-8331.2107-0102
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Personalized Product Review Summary Generation Based on TRF-IM Model
GAO Weijun, ZHU Jing, ZHAO Huayang, LI Lei
2023, 59(2):  135-142.  DOI: 10.3778/j.issn.1002-8331.2107-0144
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Research on Person Re-Identification Algorithm Based on Multi-Pose Image Generation
ZHANG Haiyan, ZHANG Fukai, YUAN Guan, LI Yingying
2023, 59(2):  143-152.  DOI: 10.3778/j.issn.1002-8331.2107-0156
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Chinese Event Extraction Using Question Answering
LIU Zeyi, YU Wenhua, HONG Zhiyong, KE Guanzhou, TAN Rongjie
2023, 59(2):  153-160.  DOI: 10.3778/j.issn.1002-8331.2107-0157
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ConA-FPN Based Algorithm for Liver Tumor Detection
MA Jinlin, MAO Kaiji, MA Ziping, DENG Yuanyuan, OUYANG Ke, CHEN Yong
2023, 59(2):  161-169.  DOI: 10.3778/j.issn.1002-8331.2107-0235
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Speech Emotion Recognition Based on Dual-Channel Convolutional Gated Recurrent Network
SUN Hanyu, HUANG Lixia, ZHANG Xueying, LI Juan
2023, 59(2):  170-177.  DOI: 10.3778/j.issn.1002-8331.2107-0249
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Joint Entity and Relation Extraction for Multi-Crime Legal Documents with Multi-Task Learning
WANG Zhuoyue, CHEN Yanguang, XING Tiejun, SUN Yuanyuan, YANG Liang, LIN Hongfei
2023, 59(2):  178-184.  DOI: 10.3778/j.issn.1002-8331.2108-0344
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Graphics and Image Processing
Real-Time Detection Algorithm for Small-Target Traffic Signs Based on Improved YOLOv5
HU Junping, WANG Hongshu, DAI Xiaobiao, GAO Xiaolin
2023, 59(2):  185-193.  DOI: 10.3778/j.issn.1002-8331.2206-0503
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Improved YOLOv5s Algorithm for Helmet Wearing Detection
SONG Xiaofeng, WU Yunjun, LIU Bingbing, ZHANG Qinglin
2023, 59(2):  194-201.  DOI: 10.3778/j.issn.1002-8331.2206-0468
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Improved YOLOv5’s Foreign Object Debris Detection Algorithm for Airport Runways
LI Xiaojun, DENG Yueming, CHEN Zhenghao, HE Xin
2023, 59(2):  202-211.  DOI: 10.3778/j.issn.1002-8331.2207-0462
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Accurate Pupil Segmentation Based on ADEU-Net Segmentation Network
ZHANG Hetong, YAO Kang, PEI Ronghao, DING Shangshang, FU Weiwei
2023, 59(2):  212-221.  DOI: 10.3778/j.issn.1002-8331.2108-0018
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Tunnel Fire Frame Difference Detection Network by Improving YOLOv5 and Application Method
ZHANG Jinrui, SONG Huansheng, SUN Shijie, LIANG Haoxiang, ZHANG Zhaoyang, WANG Yu, LIU Lichen
2023, 59(2):  222-231.  DOI: 10.3778/j.issn.1002-8331.2205-0451
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Multi-View 3D Model Reconstruction Based on Multi-Level Perception
BAI Jing, XU Hao
2023, 59(2):  232-239.  DOI: 10.3778/j.issn.1002-8331.2108-0333
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License Plate Detection Using Siamese Feature Pyramid and Cascaded Positioning
ZHANG Junqing, XIONG Yujie, SUN Xiankun, GAO Yongbin
2023, 59(2):  240-252.  DOI: 10.3778/j.issn.1002-8331.2108-0439
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Research on Hyperspectral Image Classification Combining Improved LBP and SRC
GONG Yu, ZHAO Shengpu, XU Junjie, ZHAO Huimin
2023, 59(2):  253-260.  DOI: 10.3778/j.issn.1002-8331.2109-0420
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Network, Communication and Security
Adversarial Attacks for Object Detection Based on Region of Interest of Feature Maps
WANG Yekui, CAO Tieyong, ZHENG Yunfei, FANG Zheng, WANG Yang , LIU Yajiu, FU Bingyang, CHEN Lei
2023, 59(2):  261-270.  DOI: 10.3778/j.issn.1002-8331.2206-0184
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Android Malicious Application Family Classification Model Incorporating MAML and CBAM
SU Qing, LIN Jiarui, HUANG Haibin, HUANG Jianfeng
2023, 59(2):  271-279.  DOI: 10.3778/j.issn.1002-8331.2110-0492
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Engineering and Applications
Research on Selection of Manufacturer’s Sales Mode Considering Product Greenness
LUAN Xinfeng, KANG Kai, YIN Jiexuan
2023, 59(2):  280-288.  DOI: 10.3778/j.issn.1002-8331.2107-0264
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Research on Truck-Drone Coordinated Disaster Relief Supplies Obstacle Avoidance Distribution
LU Shichang, SHAO Xulun, LI Dan
2023, 59(2):  289-298.  DOI: 10.3778/j.issn.1002-8331.2203-0416
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Research and Construction of Genetic Knowledge Graph of Milk Yield Traits in Dairy Cows
HU Hao, GAO Jing, LIU Zhenyu
2023, 59(2):  299-305.  DOI: 10.3778/j.issn.1002-8331.2108-0005
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Driver Road Rage Recognition Based on Improved MFCC Fusion Feature and FA-PNN
LI Shangqing, WANG Xiaoyuan, ZHANG Yang, LI Hao, XIANG Hui
2023, 59(2):  306-313.  DOI: 10.3778/j.issn.1002-8331.2108-0080
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Research and Application of Named Entity Recognition for Bidding Materials
MI Jianxia, XIE Hongwei
2023, 59(2):  314-320.  DOI: 10.3778/j.issn.1002-8331.2108-0118
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Graph Neural Network Model Based on Transfer Entropy for Agricultural Futures Forecasting
ZHANG Jie, ZHEN Liulin, XU Shuo, ZHAI Dongsheng
2023, 59(2):  321-328.  DOI: 10.3778/j.issn.1002-8331.2108-0224
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