2022

[17] Xiaodi Guan, Fan Li*, Zhiwei Huang, Hantao Liu, Study of Subjective and Objective Quality Assessment of Night-time Videos, IEEE Transactions on Circuits and Systems for Video Technology, Published Online, 2022. DOI: 10.1109/TCSVT.2022.3177518

[16] Jian Wang, Fan Li*, Haixia Bi, Gaussian Focal Loss: Learning Distribution Polarized Angle Prediction for Rotated Object Detection in Aerial Images, IEEE Transactions on Geoscience and Remote Sensing, Published Online, 2022. DOI: 10.1109/TGRS.2022.3175520

[15] Tantan Zhao, Fan Li*, Lijun He, DRL-Based Joint Resource Allocation and Device Orchestration for Hierarchical Federated Learning in NOMA-Enabled Industrial IoT, IEEE Transactions on Industrial Informatics, Published Online, 2022. DOI: 10.1109/TII.2022.3170900

[14] Tantan Zhao, Lijun He, Xinyu Huang, Fan Li*, DRL-Based Secure Video Offloading in MEC-Enabled IoT Networks, IEEE Internet of Things Journal, Published Online, 2022. DOI: 10.1109/JIOT.2022.3161680

[13] Taiyu Wang, Fan Li*, Pamela C. Cosman, Learning-based Rate Control for Video-based Point Cloud Compression, IEEE Transactions on Image Processing, vol. 31, pp. 2175-2189, 2022. DOI:10.1109/TIP.2022.3152065

[12] Yixin Mei, Li Li, Zhu Li, Fan Li*, Learning-Based Scalable Image Compression with Latent-Feature Reuse and Prediction, IEEE Transactions on Multimedia, Published Online, 2021. DOI: 10.1109/TMM.2021.3114548

[11] Tantan Zhao, Lijun He, Xinyu Huang, Fan Li*, QoE-Driven Secure Video Transmission in Cloud-Edge Collaborative Networks, IEEE Transactions on Vehicular Technology, vol. 71, no. 1, pp. 681-696, Jan. 2022. DOI: 10.1109/TVT.2021.3123787

[10] Zixi Wang, Fan Li*, Jing Xu, Pamela C. Cosman, Human-Machine Interaction Oriented Image Coding for Resource-Constrained Visual Monitoring in IoT, IEEE Internet of Things Journal, Published Online, 2022. DOI: 10.1109/JIOT.2022.3150417

[9] Xiaohan Yang, Fan Li*, Leida Li, Ke Gu, Hantao Liu, Study of Natural Scene Categories in Measurement of Perceived Image Quality, IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-12, 2022. DOI: 10.1109/TIM.2022.3154808

[8] 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, Published Online, 2021. DOI: 10.1109/JIOT.2022.3142759

[7] Haoyu Shi, Fan Li*, Patch Re-segmentation and Packing for Dynamic Point Cloud Compression via Back-and-Forth Structure, IEEE Open Journal of Signal Processing, Published Online, 2022. DOI: 10.1109/OJSP.2022.3160392

[6] Xinyu Huang, Lijun He*, Xing Chen, Liejun Wang, Fan Li, 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, Published Online, 2021. DOI: 10.1109/JIOT.2021.3116108

[5] Lijun He, Nan Shi, Kainnat Malik, Fan Li*, Unsupervised Defect Inspection Algorithm based on Cascaded GAN with Edge Repair Feature Fusion, Applied Intelligence, vol. 52, pp. 2051-2069, 2022. DOI: 10.1007/s10489-021-02556-3

[4] Hong Zhang, Fan Li*, Zhisheng Yan, A Novel Transmission Approach Based on Video Content for 360-Degree Streaming, Multimedia Tools and Applications, Accepted for publication, 2022. DOI: 10.1007/s11042-022-11938-9

[3] Xiaoli Gong, Hangyu Hu, Zhengwei Wu, Lijun He, Le Yang, Fan Li*, Dark-Channel based Attention and Classifier Retraining for Smoke Detection in Foggy Environments, Digital Signal Processing, vol. 123, pp. 103454, April 2022. DOI: 10.1016/j.dsp.2022.103454

[2] 左龙, 张鹏, 荆树旭, 赵一, 李凡*. 用于图像超分辨率重建的双通道残差网络，西安交通大学学报. 第56卷第1期，2022年1月

[1] Xin Fang, Fan Li, CS-GAN: Centrosymmetric Generative Adversarial Network for Cross-Media Retrieval, IVSP 2022.

2021

[16] Taiyu Wang, Fan Li*, Xiaoya Qiao, Pamela C. Cosman. Low-Complexity Error Resilient HEVC Video Coding: A Deep Learning Approach, IEEE Transactions on Image Processing, vol. 30, pp. 1245-1260, 2021. DOI: 10.1109/TIP.2020.3043124

[15] Xiaohan Yang, Fan Li*, Hantao Liu. TTL-IQA: Transitive Transfer Learning based No-reference Image Quality Assessment, IEEE Transactions on Multimedia, vol. 23, pp. 4326-4340, 2021. DOI: 10.1109/TMM.2020.3040529

[14] Fan Li*, Yangfan Zhang, Pamela C. Cosman. MMMNet: An End-to-End Multi-task Deep Convolution Neural Network with Multi-scale and Multi-hierarchy Fusion for Blind Image Quality Assessment, IEEE Transactions on Circuits and System for Video Technology, vol. 31, no. 12, pp. 4798-4811, 2021. DOI: 10.1109/TCSVT.2021.3055197

[13] Xiaohan Yang, Fan Li*, Hantao Liu. A Measurement for Distortion Induced Saliency Variation in Natural Images, IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-14, 2021. DOI: 10.1109/TIM.2021.3108538

[12] 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 on Vehicular Technology, vol. 70, no. 10, pp. 10909-10924, 2021. DOI: 10.1109/TVT.2021.3108152

[11] Lijun He, Xiaoli Gong, Sirou Zhang, Liejun Wang, Fan Li*. Efficient Attention Based Deep Fusion CNN for Smoke Detection in the Fog Environment, Neurocomputing, vol. 434, pp. 224-238, April 2021. DOI: 10.1016/j.neucom.2021.01.024

[10] Jian Wang, Le Yang, Fan Li*. Predicting Arbitrary-Oriented Objects as Points in Remote Sensing Images, Remote Sensing, vol. 13, pp. 3731, 2021. DOI: doi.org/10.3390/rs13183731

[9] Le Yang, Yiming Chen, Shiji Song, Fan Li, Gao Huang, Deep Siamese Networks based Change Detection with Remote Sensing Images, Remote Sensing, vol. 13, no. 17, pp. 3394, 2021. DOI: 10.3390/rs13173394

[8] Zixi Wang, Fan Li*, Convolutional Neural Network based Low Complexity HEVC Intra Encoder, Multimedia Tools and Applications, vol. 80, no. 2, pp. 2441-2460, 2021. DOI: 10.1007/s11042-020-09231-8

[7] Hong Zhang, Fan Li*, Zhisheng Yan, Feature Fusion Quality Assessment Model for DASH Video Streaming, IET Image Processing, vol. 15, no. 1, pp. 127-142, 2021. DOI: 10.1049/ipr2.12012

[6] Lijun He, Shuai Wen, Liejun Wang, Fan Li*, Vehicle Theft Recognition from Surveillance Video Based on Spatiotemporal Attention, Applied Intelligence, vol. 51, pp. 2128-2143, 2021. DOI: 10.1007/s10489-020-01933-8

[5] Zixi Wang, Guiguang Ding, Jungong Han, Fan Li*, Deep image compression with multi-stage representation, Journal of Visual Communication and Image Representation, vol. 79, pp. 103226, 2021. DOI: 10.1016/j.jvcir.2021.103226

[4] Ziwei Zheng, Le Yang, Liejun Wang, Fan Li*, AD-DARTS: Adaptive Dropout for Differentiable Architecture Search, CICAI 2021, Hangzhou, China, June 5–6, 2021.

[3] Yixin Mei, Fan Li, Li Li, Zhu Li, Learn a Compression for Objection Detection - VAE with a Bridge, VCIP 2021.

[2] Lijun He, Miao Zhang, Sijin Zhang, Fan Li. Physical knowledge driven multiscale 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, September 2021, Pages 625–630.

[1] Le Yang, Xiaoli Gong, Zhengwei Wu, Yizeng Han, Lijun He, Fan Li, Dark-channel mixed attention based neural networks for smoke detection in fog environment, 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, September 2021, Pages 691–696.

2020

[6] Xiaohan Yang, Fan Li*, Hantao Liu, Deep Feature Importance Awareness based No-Reference Image Quality Prediction, Neurocomputing, vol. 401, pp. 209-223, 2020. DOI: 10.1016/j.neucom.2020.03.072

[5] Xiaodi Guan, Lijun He, Mengyue Li, Fan Li*. Entropy Based Data Expansion Method for Blind Image Quality Assessment, Entropy, vol. 22, no. 1, pp. 60, 2020.

[4] Xiaodi Guan, Fan Li*, Lijun He. Quality Assessment on Authentically Distorted Images by Expending Proxy-labels, Electronics, vol. 9, no. 2, pp. 252, 2020.

[3] Yuhang Pang, Fan Li*, Xiaoya Qiao, Andrew Gilman, Real-time Tracking Based on Deep Feature Fusion, Multimedia Tools and Applications, vol. 79, no. 37, pp.27229-27255, 2020. DOI: 10.1007/s11042-020-09267-w

[2] Yixin Mei, Fan Li*, Li Li, Zhu Li, Activation Map Saliency Guided Filtering for Efficient Image Compression for Vision Tasks, 54th Asilomar Conference on Signals, Systems and Computers, Nov. 2020, Pacific Grove, CA, USA. DOI: 10.1109/IEEECONF51394.2020.9443467

[1] Xinyu Huang, Lijun He, Xing Chen, Guizhong Liu, and Fan Li, A more refined mobile edge cache replacement scheme for adaptive video streaming with mutual cooperation in multi-mec servers, in Proc. IEEE Int. Conf. Multimedia Expo (ICME), London, United Kingdom, Jul. 2020, pp. 1-6.

2019

[4] Jin Yang, Ruiping Qiao, Ruijie Ma, Fan Li*. Cross Layer Design of Resource Allocation and Segment Adaptation based on CPIQ Model for DASH Clients Over LTE Networks, IET Communications, vol. 13, no. 10, pp. 1405-1414, 2019. (SCI: ID6AG WOS: 000471758400010)

[3] Xiaohan Yang, Fan Li*, Hantao Liu. A Comparative Study of DNN-based Models for Blind Image Quality Prediction, in Proc. ICIP 2019, Taipei, Taiwan, 2019.

[2] Fan Li*, Taiyu Wang, Pamela C. Cosman. Joint Rate Adaptation and Resource Allocation for Real-time H.265/HEVC Video Transmission Over Uplink OFDMA Systems, Multimedia Tools and Applications, vol. 78, no. 18, pp. 26807-26831, 2019. (SCI: IU6NT WOS: 000483703700068)

[1] Xiaohan Yang, Fan Li*, Hantao Liu. A Survey of DNN Methods for Blind Image Quality Assessment, IEEE Access, vol. 7, no. 1, pp. 123788-123806, 2019. (SCI: JA4VT WOS: 000487836500001)

2018

[8] Fan Li*, Shuang Fu, Ziyi Liu, Xueming Qian. A Cost-constrained Video Quality Satisfaction Study on Mobile Devices, IEEE Transactions on Multimedia, vol. 20, no. 5, pp. 1154-1168, May 2018. (SCI: GD7YD WOS: 000430728400011)

[7] Taiyu Wang, Fan Li*, Pamela C. Cosman. H.265/HEVC Video Coding Over Lossy Networks: Flexible or Fixed Mode in one CTU?, IEEE Access, vol. 6, pp. 71279-71284, 2018. (SCI: HE4AW WOS: 000453307100001)

[6] Yixin Mei, Fan Li*, Lijun He, Liejun Wang. Joint Source and Channel Rate Allocation over Noisy Channels in Vehicle Tracking MIoT System, Sensors, vol. 18, no. 9, pp. 2858, 2018. (SCI: GW5BB WOS: 000446940600117)

[5] Lijun He, Xiaoya Qiao, Shuai Wen, Fan Li*. Robust Object Tracking Based on Motion Consistency, Sensors, vol. 18, no. 2, pp. 572, 2018. (SCI: FZ4EM WOS: 000427544000255)

[4] Xiaohan Yang, Fan Li*, Wei Zhang, Lijun He. Blind Image Quality Assessment of Natural Scenes Based on Entropy Differences in the DCT domain. Entropy, vol. 20, no. 11, pp. 885, 2018. (SCI: HB8BK WOS: 000451308800077)

[3] Fan Li, Yixin Mei, Ziyi Liu, Pamela C. Cosman. Scene-aware Soccer Video QoE Assessment – A Compressed-domain Approach, in Proc. ICME 2018, San Diego, CA, 2018.

[2] Hongbin Xu, Li Sun, Fan Li. Towards Enhanced Security for Two-Way Untrusted Relaying Systems: A Constellation Overlapping Scheme. 2018 IEEE International Conference on Communications (ICC), Kansas City, MO, 2018, pp. 1-7.

[1] Li Sun, Hongbin Xu, Fan Li. Message-Prioritization Based Unequal Secrecy Protection for Untrusted Two-Way Relaying Networks. 2018 IEEE International Conference on Communications (ICC), Kansas City, MO, 2018, pp. 1-6.