科研成果 - 贺 丽君
- Hao Liu, Lijun He, Miao Zhang, and Fan Li, "VADiffusion: Compressed Domain Information Guided Conditional Diffusion for Video Anomaly Detection," IEEE Transactions on Circuits and Systems for Video Technology,accepted, 2024
- Lijun He, Zhihan Ren, Fan Li, Shaohui Mei, "Unsupervised Pansharpening Based on Double-Cycle Consistency," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024, Art no. 5613015, doi: 10.1109/TGRS.2024.3371971.
- Lijun He, Miao Zhang, Hao Liu, Liejun Wang, Fan Li, Compressed Video Anomaly Detection of Human Behavior Based on Abnormal Region Determination, IEEE Transactions on Cognitive and Developmental Systems, accepted, 2024. DOI: 10.1109/TCDS.2024.3367493
- Lijun He*, Ziqing Wang, Liejun Wang, Fan Li, Multimodal Mutual Attention-Based Sentiment Analysis Framework Adapted to Complicated Contexts, IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 12, pp. 7131-7143, 2023. DOI: 10.1109/TCSVT.2023.3276075
- Xinyu Huang, Lijun He, Liejun Wang, Fan Li, Towards 5G: Joint Optimization of Video Segment Caching, Transcoding and Resource Allocation for Adaptive Video Streaming in a Multi-access Edge Computing Network, IEEE Transactions Vehicular Technology, 2021, 70(10): 10909-10924.
- Xinyu, Huang, He, Lijun, Chen, Xing, Wang, Liejun, Li, Fan, Revenue and Energy Efficiency-Driven Delay Constrained Computing Task Offloading and Resource Allocation in a Vehicular Edge Computing Network: A Deep Reinforcement Learning Approach, IEEE Internet of Things Journal, 2022, 9(11): 8852-8868. DOI: 10.1109/JIOT.2021.3116108, 2021.
- Lijun He, Miao Zhang, Sijin Zhang, Liejun Wang, Fan Li, MTRFN: Multiscale Temporal Receptive Field Network for Compressed Video Action Recognition at Edge Servers, IEEE Internet of Things Journal, DOI: 10.1109/JIOT.2022.3142759, 2022,DOI: 10.1109/JIOT.2022.3142759
- Z. Ren, L. He and J. Lu, "Context Aware Edge-Enhanced GAN for Remote Sensing Image Super-Resolution," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pp. 1363-1376, 2024, doi: 10.1109/JSTARS.2023.3333271.
- L. He, W. Zhang, J. Shi and F. Li, "Cross-Domain Association Mining Based Generative Adversarial Network for Pansharpening," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 7770-7783, 2022, doi: 10.1109/JSTARS.2022.3204824.
- Lijun He, Xiaoli Gong, Sirou Zhang, Liejun Wang, Fan Li, Efficient Attention Based Deep Fusion CNN for Smoke Detection in the Fog Environment, Neurocomputing, 2021, 434: 224-238
- Lijun He, Miao Zhang, Sijin Zhang, Fan Li, Physical Knowledge Driven Multi-scale Temporal Receptive Field Network for Compressed Video Action Recognition, UbiComp '21: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers, Virtual USA, 2021.9.21-2021.9.26, DOI10.1145/3460418.3480405,IDS 号BS4XS,WOS:000723951900141
- Lijun He, Shuai Wen, Liejun Wang, Fan Li, Vehicle Theft Recognition from Surveillance Video Based on Spatiotemporal Attention, Applied Intelligence, 2021,51: 2128–2143
- Lijun He, Nan Shi, Kainnat Malik, Fan Li, Unsupervised Defect Inspection Algorithm based on Cascaded GAN with Edge Repair Feature Fusion, Applied Intelligence, 2021, 52(2): 2051-2069. DOI10.1007/s10489-021-02556-3, 入藏号WOS:000657628200001, IDS 号YL6SX, ISSN0924-669X
- Xinyu Huang, Lijun He*, Playback Experience Driven Cross Layer Optimization of APP, TCP and MAC Layer for Video Clients over LTE System, IET Communications, 2020, 14(13):2176-2188
- Xinyu Huang, Lijun He*, Wanyue Zhang, Vehicle Speed Aware Computing Task Offloading and Resource Allocation Based on Multi-Agent Reinforcement Learning in a Vehicular Edge Computing Network, 2020 IEEE International Conference on Edge Computing, Beijing, China, 2020.10. 19-2020.10.23
- Xinyu Huang, Lijun He*, Xing Chen, Fan Li, Guizhong Liu, A More Refined Mobile Edge Caching Replacement Scheme for Adaptive Video Streaming with Mutual Cooperation in Multi-MEC Servers, 2020 IEEE International Conference on Multimedia & Expo (ICME), London, UK, 2020.7. 6-2020.7.10
- Ziwei Zheng, Le Yang*, Yulin Wang, Miao Zhang, Lijun He, Gao Huang, Fan Li, Dynamic Spatial Focus for Efficient Compressed Video Action Recognition, IEEE Transactions on Circuits and Systems for Video Technology, Published Online, 2023. DOI: 10.1109/TCSVT.2023.3287201
- Tantan Zhao, Fan Li*, and Lijun He. DRLBased Joint Resource Allocation and Device Orchestration for Hierarchical Federated Learning in NOMAEnabled Industrial IoT[J]. IEEE Transactions on Industrial Informatics. 2023, 19(6): 74687479. DOI: 10.1109/TII.2022.3170900. (SCI: 23161244, IF: 11.648, 最有国际影响力的学术期刊)
- Tantan Zhao, Fan Li*, and Lijun He. DRLBased Secure Aggregation and Resource Orchestration in MECEnabled Hierarchical Federated Learning[J]. IEEE Internet of Things Journal. Early Access, 2023. DOI: 10.1109/JIOT.2023.3277553. (SCI, IF: 10.238, 最有国际影响力的学术期刊)
- Tantan Zhao, Fan Li*, and Lijun He. Secure Video Offloading in MECEnabled IIoT Networks: A Multicell Federated Deep Reinforcement Learning Approach[J]. IEEE Transactions on Industrial Informatics. Early Access, 2023. DOI: 10.1109/TII.2023.3280314. (SCI, IF: 11.648, 最有国际影响力的学术期刊)
- Tantan Zhao, Fan Li*, and Lijun He. Secure Video Offloading in MultiUAVEnabled MEC Networks: A Deep Reinforcement Learning Approach[J]. IEEE Internet of Things Journal. Early Access, 2023. DOI: 10.1109/JIOT.2023.3296613. (SCI, IF: 10.238, 最有国际影响力的学术期刊)
- Tantan Zhao, Lijun He, Xinyu Huang, and Fan Li*. DRLBased Secure Video Offloading in MECEnabled IoT Networks[J]. IEEE Internet of Things Journal. 2022, 9(19): 1871018724. (SCI: 000857705300044, IF: 10.238, 最有国际影响力的学术期刊)
- Tantan Zhao, Lijun He, Xinyu Huang, and Fan Li*. QoEDriven Secure Video Transmission in CloudEdge Collaborative Networks[J]. IEEE Transactions on Vehicular Technology. 2022, 71(1): 681696. (SCI: 000745533700056, IF: 6.239, 最有国际影响力的学术期刊)
- Yuan Zhang, Mingchuan Yang, Zhiwei Huang, Lijun He, Zijun Wu, Frame importance and temporal memory effect-based fast video quality assessment for user-generated content. Applied Intelligence, 2023, 53(19): 21517–21531. https://doi.org/10.1007/s10489-023-04624-2
- Min Lei, Lijun He,Fan Li, Real-time Multi-camera Video Stitching Algorithm with Adaptive Sensing of Illumination and Dynamic Objects, 2024 4th Asia-Pacific Conference on Communications Technology and Computer Science, Shenyang, China, February 24-26, 2024
- Qiuyang Liu, Lijun He, Fan Li, Small target pest detection algorithm based on channel and spatial collaborative attention, 2024 4th Asia-Pacific Conference on Communications Technology and Computer Science, Shenyang, China, February 24-26, 2024
- Xiang Hao, Liejun Wang, Lijun He, Fan Li. Ensemble Learning for Soil Moisture Estimation: A Case Study of the Tibetan Plateau. International Conference on Image, Video and Signal Processing. March 14-16, 2024 Kawasaki, Japan.
- Xiaoli Gong, Zhengwei Wu, Hangyu Hu, Lijun He, Le Yang, Fan Li, Dark-Channel based Attention and Classifier Retraining for Smoke Detection in Foggy Environments, Digital Signal Processing, accepted, 2022.
- Xiaodi Guan, Fan Li * and Lijun He, Quality Assessment on Authentically Distorted Images by Expanding Proxy Labels, Electronics, 2020, 9. 252.
- Xiaodi Guan, Lijun He, Mengyue Li, Fan Li*, Entropy based Data Expansion Method for Blind Image Quality Assessment, Entropy, 2019, 22(60).
- Lijun He*, Liu Guizhong, QoE-Driven Joint Optimization of Segment Adaptation and Resource Allocation for DASH Clients over LTE Networks, IEEE Transactions Vehicular Technology, 2018, 67(11): 11035-11048
- Lijun He, Xiaoya Qiao, Shuai Wen, Fan Li*, Robust Object Tracking Based on Motion Consistency, Sensors, 2018,18(2): 572
- Lijun He*, Guizhong Liu, Xinyu Huang, Playback continuity and video quality driven optimisation for dynamic adaptive streaming over HTTP clients over wireless networks, IET Communications, 2018, 12(10):1178-1187
- Lijun He*, Guizhong Liu, Low-complexity multi-service power optimisation algorithm based on MOS models, IET Communications, 2017, 11(12):1952-1960
- Lijun He*, Fan Li, Content and buffer status aware packet scheduling and resource management framework for video streaming over LTE system, Eurasip Journal on Image & Video Processing, 2017, 2017(1):73
- Lijun He, Guizhong Liu*, Quality-Driven Cross-Layer Design for H.264/AVC Video Transmission over OFDMA System, IEEE Transactions on Wireless Communications, 2014,13(12): 6768-6782
- Yixin Mei, Fan Li*, Lijun He, Liejun Wang, Joint Source and Channel Rate Allocation over Noisy Channels in Vehicle Tracking MIoT System, Sensors, 2018, 18(9): 2858
- Qinli Wang, Guizhong Liu*, Haidong Wang, Yuchen Chen, Rui Deng, Lijun He, Zhao Liu, A multiuser simulation system for video transmission over HSDPA, Multimedia Tools and Applications, 2014,72(3):3105-3142
- Fan Li, Guizhong Liu*, Lijun He, Cross-layer Scheduling for Multiuser H.264 Video Transmission over Wireless Networks, IET Communications, 2010,4(8):1012~1025
- Fan Li, Guizhong Liu*, Lijun He, A Low Complexity Algorithm of Packet Scheduling and Resource Allocation for Wireless VoD Systems, IEEE Transactions on Consumer Electronics, 2010,56(2): 1057~1062
- Xing Chen, Lijun He, Shang Xu, Shibo Hu, Qingzhou Li, Guizhong Liu*, Hit ratio driven mobile edge caching scheme for video on demand service, 2019 IEEE International Conference on Multimedia & Expo (ICME), Shanghai, China, 2019.7. 8-2019.7.12
- Lijun He, Guizhong Liu*, A playback continuity driven resource allocation scheme based on the S-P model for video streaming clients, 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Turin, Italy, 2015.6.29-2015.7.3
- Lijun He, Guizhong Liu*, Yuchen Chen, Buffer status and content aware scheduling scheme for cloud gaming based on video streaming, 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), Chengdu, China, 2014.7.14-2014.7.18
- Lijun He, Guizhong Liu*, Xin Chen, Playback continuity driven cross-layer design for HTTP streaming in LTE systems, 2014 IEEE 15th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), Sydney, NSW, Australia, 2014.6.19-2014.6.22
- Lijun He, Guizhong Liu*, Optimal Cross Layer Design for Video Transmission over OFDMA System, 2012 IEEE International Conference on Communications(ICC), Ottawa, ON, Canada 2012.6.10-2012.6.15
- Fan Li, Guizhong Liu*, Lijun He, Application-driven cross-layer approaches to video transmission over downlink OFDMA networks, 2009 IEEE Globecom Workshops, Gc Workshops 2009, Honolulu, HI, United states, 2009.11.30-2009.12.4
- Fan Li, Guizhong Liu*, Lijun He, Application-driven Cross-layer Design of Multiuser H.264 Video Transmission over Wireless Networks, 2009 ACM International Wireless Communications and Mobile Computing Conference( IWCMC), Leipzig, Germany, 2009.6.21-2009.6.24
- Fan Li, Guizhong Liu*, Lijun He, A cross-layer scheduling algorithm for H.264 video transmission over wireless networks, 2009 2nd International Workshop on Cross Layer Design, IWCLD '09, Palma de Mallorca, Spain,2009.6.11-2009.6.12
- Fan Li, Guizhong Liu*, Jin Xu, Lijun He, Packet scheduling and resource allocation for video transmission over downlink OFDMA networks, 2009 4th International Conference on Communications and Networking in China CHINACOM 2009, Xian, China, 2009.8.26-2009.8.28
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专利
授权:[1] 贺丽君,黄鑫宇,黄志伟,陈兴,徐上,胡士博,李清周,刘贵忠,李凡,一种精细化的MEC缓存更新方法,中国,201911102228.0,2021-01-27, 授权
[2] 贺丽君,黄鑫宇,李凡,基于多智能体的车速感知的计算任务卸载和资源分配方法, 202010648403.2,申请日:2020.08.06,授权公告日:2021.09.10
[3] 贺丽君,李典芝,陈弼余,石楠,牟书辉,李凡,一种基于GAN的图像修复的缺陷检测方法,2020110242731,申请日:2020.09.25,授权公告日:2022.01.04
[4] 贺丽君,赵菼菼,李凡,一种基于编码和缓存的跨层联合的视频传输方法、系统,202110316177.2,申请日:2021.03.24,授权公告日:2022.01.18
[5] 贺丽君,陈弼余,李典芝,石楠,牟书辉,李凡,一种基于双重GAN的边缘修复特征融合的缺陷检测方法,2020110242888,申请日:2020.09.25,授权公告日:2022.10.25
[6] 贺丽君,张婉玥,李凡,一种基于强化学习的自适应AR任务卸载和资源分配方法,2021109256102,申请日:2021.08.12,授权公告日:2022.07.22
[7] 李凡,庞宇航,贺丽君,基于检测器与跟踪器数据关联的多目标车辆跟踪装置,2020105617516,申请日:2020.06.18,授权公告日:2023.08.23
[8] 李凡,张斯瑾,贺丽君,一种基于时序引导空间注意力的暴力行为识别方法,202010224816.8,申请日:2020.03.26,授权公告日:2022.04.22
[99] 李凡,许启贤,贺丽君,庞宇航,基于无人机航拍数据的水环境污染情况检测评估装置,2020114359570,申请日:2020.12.10,授权公告日:2023.08.23
[10] 李凡,张斯瑾,贺丽君,一种基于多尺度时序感受野的压缩域行为识别方法,2021101503718,申请日:2021.02.03,授权公告日:2023.01.18
[11] 贺丽君,刘贵忠,一种多业务的家庭基站的无线资源分配方法,2015.10.28-2035.10.28,中国,ZL 201310003665.3
受理:
[1] 贺丽君,张淼,刘昊,李凡,一种基于异常区域定位的视频异常检测算法, 2023113587003,申 请 日:2023-10-19
[2] 贺丽君,王子晴,李凡,一种基于多模态互注意融合的渐进式多任务情感分析方法,2022107422761,申请日:2022.06.28
[3] 贺丽君,刘昊,张淼,李凡,一种基于条件扩散模型的压缩域视频异常检测方法, 2023113437379,申请日:2023-10-17
[4] 贺丽君,任祉涵,张婉玥,李凡,基于双重循环一致性的无监督全色锐化算法, 202311115149X,申 请 日:2023-08-31
[5] 贺丽君,任祉涵,李凡,基于上下文感知边缘增强的遥感图像超分辨率方法, 2023111152204,申 请 日:2023-08-31
[6] 李凡,李梦月,贺丽君,杨晓晗,一种基于显著性的CNN盲图像质量评估方法,中国,CN2019111293403,2019-11-28,申请
[7] 李凡,文帅,贺丽君,一种基于监控视频的车辆偷盗行为识别方法,中国,CN2020102383174,2020-03-30,申请
[8] 左雯,鲁晓牧,王宁,贺丽君,刘贵忠,一种资源分配方法和装置,中国,CN2014103068167
获奖
基于人眼感知特性的图像和视频处理技术研究,陕西省高等学校科学技术奖,二等奖,姚军财,刘贵忠,贺丽君,申静,谭毅,陈颖,陈雨辰,2019