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Journal Papers
Zhong Wang, Lin Zhang*, Shengjie Zhao, and Yicong Zhou, "Ct-LVI: A Framework Towards Continuous-time Laser-Visual-Inertial Odometry and Mapping", IEEE Trans. Circuits and Systems for Video Technology, to appear. (website and source code)
Zhong Wang, Lin Zhang*, Shengjie Zhao, and Yicong Zhou, "Global Localization in Large-scale Point Clouds via Roll-pitch-yaw Invariant Place Recognition and Low-overlap Global Registration", IEEE Trans. Circuits and Systems for Video Technology, to appear. (website and source code)
Jiafeng Huang, Shengjie Zhao, Tianjun Zhang, and Lin Zhang*, "MC-VEO: A Visual-Event Odometry with Accurate 6-DoF Motion Compensation," IEEE Transactions on Intelligent Vehicles, to appear. (website and source code)
Tiantian Chen, Ying Shen*, Xuri Chen, Lin Zhang, and Shengjie Zhao, "MPEG: A Multi-Perspective Enhanced Graph Attention Network for Causal Emotion Entailment in Conversations," IEEE Transactions on Affective Computing, to appear. (data and source code)
Zhong Wang, Lin Zhang*, Ying Shen, and Yicong Zhou, "D-LIOM: Tightly-coupled direct LiDAR-inertial odometry and mapping," IEEE Transactions on Multimedia, vol. 25, pp. 3905-3920, 2023. (data and source code).
Yang Chen, Lin Zhang*, Ying Shen, Brian Nlong Zhao, and Yicong Zhou, "Extrinsic self-calibration of the surround-view system: A weakly supervised approach," IEEE Transactions on Multimedia, vol. 25, pp. 1622-1635, June 2023. (data and source code)
Xuan Shao, Ying Shen, Lin Zhang*, Shengjie Zhao, Dandan Zhu, and Yicong Zhou, "SLAM for indoor parking: A comprehensive benchmark dataset and a tightly-coupled semantic framework", ACM Transactions on Multimedia Computing Communications and Applications, vol. 19, no. 1, pp. 1: 1-23, January 2023. (website and data)
Tianjun Zhang, Lin Zhang*, Yang Chen, and Yicong Zhou, "CVIDS: A collaborative localization and dense mapping framework for multi-agent based visual-inertial SLAM," IEEE Transactions on Image Processing, vol. 31, pp. 6562-6576, 2022. (data and source code)
Xuan Shao, Lin Zhang*, Tianjun Zhang, Ying Shen, and Yicong Zhou, "MOFISSLAM: A multi-object semantic SLAM system with front-view, inertial and surround-view sensors for indoor parking", IEEE Trans. Circuits and Systems for Video Technology, vol. 32, no. 7, pp. 4788-4803, 2022. (website and data)
Tianjun Zhang, Hao Deng, Lin Zhang*, Shengjie Zhao, Xiao Liu, and Yicong Zhou, "Online correction of camera poses for the surround-view system: A sparse direct approach", ACM Transactions on Multimedia Computing Communications and Applications, vol. 18, no. 4, pp. 106:1-24, 2022. (website and source code)
Lin Zhang, Anqi Zhu, Shiyu Zhao, and Yicong Zhou, "Simulation of atmospheric visibility impairment", IEEE Trans. Image Processing, vol. 30, pp. 8713-8726, 2021. (data and source code)
Zhong Wang, Ying Shen, Lin Zhang*, Shaoming Zhang, and Yicong Zhou, "Towards robust autonomous coverage navigation for carlike robots", IEEE Robotics and Automation Letters, vol. 6, no. 4, pp. 8742-8749, 2021. (data and source code)
Anqi Zhu, Lin Zhang*, Juntao Chen, and Yicong Zhou, "Pedestrian-aware panoramic video stitching based on a structured camera array", ACM Transactions on Multimedia Computing Communications and Applications, vol. 17, no. 4, pp. 136: 1-24, 2021. (data and source code)
Shiyu Zhao, Lin Zhang*, Ying Shen, and Yicong Zhou, "RefineDNet: A weakly supervised refinement framework for single image dehazing", IEEE Trans. Image Processing, vol. 30, pp. 3391-3404, 2021. (website and source code)
Zhong Wang, Lin Zhang*, Shengjie Zhao, and Shaoming Zhang, "Global localization with a single-line LiDAR by dense 2D signature and 1D registration", IEEE Sensors Journal, vol. 21, no. 10, pp. 11497-11506, May 2021.
Shiyu Zhao, Lin Zhang*, Shuaiyi Huang, Ying Shen, and Shengjie Zhao, "Dehazing evaluation: Real-world benchmark datasets, criteria and baselines", IEEE Trans. Image Processing, vol. 29, pp. 6947-6962, 2020. (data and source code)
Shiyu Zhao, Lin Zhang*, Ying Shen, Shengjie Zhao, and Huijuan Zhang, "Super-resolution for monocular depth estimation with multi-scale sub-pixel convolutions and a smoothness constraint", IEEE Access, vol. 7, pp. 16323-16335, 2019.
Lin Zhang, Junhao Huang, Xiyuan Li, and Lu Xiong, "Vision-based parking-slot detection: A DCNN-based approach and a large-scale benchmark dataset", IEEE Trans. Image Processing, vol. 27, no. 11, pp. 5350-5364, 2018. (data and source code)
Lin Zhang, Lida Li, Anqi Yang, Ying Shen, and Meng Yang, "Towards contactless palmprint recognition: A novel Device, a new benchmark, and a collaborative representation based identification approach", Pattern Recognition, vol. 69, pp. 199-212, 2017. (data and source code)
Lin Zhang, Qingjun Liang, Ying Shen, Meng Yang, and Feng Liu, "Image set classification based on synthetic examples and reverse training", Neurocomputing, vol. 228, pp. 3-10, 2017.
Lin Zhang, Lida Li, Hongyu Li, and Meng Yang, "3D ear identification using block-wise statistics based features and LC-KSVD", IEEE Trans. Multimedia, vol. 18, no. 8, pp. 1531-1541, 2016. (website and source code)
Lin Zhang, Ying Shen, Hongyu Li, and Jianwei Lu, "3D palmprint identification using block-wise features and collaborative representation", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 37, no. 8, pp. 1730-1736, 2015. (website and source code)
Lin Zhang, Lei Zhang, and Alan C. Bovik, "A feature-enriched completely blind image quality evaluator", IEEE Trans. Image Processing, vol. 24, no. 8, pp. 2579-2591, 2015. (website and source code)
Lin Zhang, Ying Shen, and Hongyu Li, "VSI: A visual saliency induced index for perceptual image quality assessment", IEEE Trans. Image Processing, vol. 23, no. 10, pp. 4270-4281, 2014. (website and source code)
Lin Zhang, Zhongyi Gu, Xiaoxu Liu, Hongyu Li, and Jianwei Lu, "Training quality-aware filters for no-reference image quality assessment", IEEE Multimedia Magazine, vol. 22, no. 4, pp. 67-75, 2014.
Guangwei Gao, Jian Yang, Jianjun Qian, and Lin Zhang, "Integration of multiple orientation and texture information for finger-knuckle-print verification", Neurocomputing, vol. 135, no. 7, pp. 180-191, 2014.
Zhenhua Guo, Qin Li, Lin Zhang, Jane You, David Zhang, and Wenhuang Liu, "Is local dominant orientation necessary for the classification of rotation invariant texture?", Neurocomputing, vol. 116, no. 9, pp. 182-191, 2013.
Guangwei Gao, Lei Zhang, Jian Yang, Lin Zhang, and David Zhang, "Reconstruction based Finger-Knuckle-Print verification with score level adaptive binary fusion", IEEE Trans. Image Processing, vol. 22, no. 12, pp. 5050-5062, 2013.
Ying Shen, Hausan Wong, Shaohong Zhang, and Lin Zhang, "RNA structural motif recognition based on least-squares distance", RNA, vol. 19, no. 9, pp. 1183-1191, 2013.
Lin Zhang and Hongyu Li, "Encoding local image patterns using Riesz transforms: With applications to palmprint and finger-knuckle-print recognition", Image and Vision Computing, vol. 30, no. 12, pp. 1043-1051, 2012.
Lin Zhang, Hongyu Li, and Junyu Niu, "Fragile bits in palmprint recognition", IEEE Signal Processing Letters, vol. 19, no. 10, pp. 663-666, 2012.
Lin Zhang, Lei Zhang, David Zhang, and Zhenhua Guo, "Phase congruency induced local features for finger-knuckle-print recognition", Pattern Recognition, vol. 45, no. 7, pp. 2522-2531, 2012.
Lin Zhang, Lei Zhang, Xuanqin Mou, and David Zhang, "FSIM: A feature similarity index for image quality assessment", IEEE Trans. Image Processing, vol. 20, no. 8, pp. 2378-2386, 2011.(website and source code)
Lin Zhang, Lei Zhang, David Zhang, and Hailong Zhu, "Ensemble of local and global information for finger-knuckle-print recognition", Pattern Recognition, vol. 44, no. 9, pp. 1990-1998, 2011.
Lin Zhang, Lei Zhang, David Zhang, and Hailong Zhu, "Online finger-knuckle-print verification for personal authentication", Pattern Recognition, vol. 43, no. 7, pp. 2560-2571, 2010.
Bob Zhang, Lin Zhang, Lei Zhang and Fakhri Karray, "Retinal vessel extraction by matched filter with first-order derivative of Gaussian", Computers in Biology and Medicine, vol. 40, no. 4, pp. 438-445, 2010.
Conference Papers
Fengyi Zhang, Lin Zhang*, Tianjun Zhang, and Dongqing Wang, Adaptively hashing 3DLUTs for lightweight real-time image enhancement, in: Proc. ICME, pp. 2771-2776, 2023.
Zhong Wang, Lin Zhang*, Ying Shen and Yicong Zhou, LVI-ExC: A target-free LiDAR-Visual-Inertial extrinsic calibration framework, in: Proc. ACM Int'l Conf. Multimedia, pp. 3319-3327, 2022.
Fengyi Zhang, Hui Zeng, Tianjun Zhang, and Lin Zhang*, CLUT-Net: Learning adaptive compressed representations of 3DLUTs for lightweight image enhancement, in: Proc. ACM Int'l Conf. Multimedia, pp. 6493-6501, 2022.
Yang Yang, Chaoyue Wang, Risheng Liu, Lin Zhang, Xiaojie Guo, and Dacheng Tao, Self-augmented unpaired image dehazing via density and depth decomposition, in: Proc. CVPR, pp.2037-2046, 2022
Jiayan Tong, Tianjun Zhang, and Lin Zhang*, Towards underwater image restoration: A physical-accurate pipeline and a large scale full-reference benchmark, in: Proc. ICME, 2022. (data and source code)
Kaixin Chen, Lin Zhang, Ying Shen, and Yicong Zhou, Towards controllable and physical interpretable underwater scene simulation, in Proc. IEEE Int'l Conf. Acoustics, Speech and Signal Processing, pp. 2789-2793, 2022. (website and source code)
Chaozheng Guo, Lin Zhang, Ying Shen, and Yicong Zhou, ChunkFusion: A Learning-based RGB-D 3D reconstruction framework via chunk-wise integration, in Proc. IEEE Int'l Conf. Acoustics, Speech and Signal Processing, pp. 3818-3822, 2022. (website and source code)
Tianjun Zhang, Nlong Zhao, Ying Shen, Xuan Shao, Lin Zhang*, and Yicong Zhou, ROECS: A robust semi-direct pipeline towards online extrinsics correction of the surround-view system, in: Proc. ACM Int'l Conf. Multimedia, pp. 3153-3161, 2021. (website and data)
Xuan Shao, Lin Zhang*, Tianjun Zhang, Ying Shen, Hongyu Li, and Yicong Zhou, A tightly-coupled semantic SLAM system with visual, inertial and surround-view sensors for autonomous indoor parking, in: Proc. ACM Int'l Conf. Multimedia, pp. 2691–2699, 2020. (website and data)
Tianjun Zhang, Lin Zhang*, Ying Shen, Yong Ma, Shengjie Zhao, and Yicong Zhou, OECS: Towards online extrinsics correction for the surround-view system, in: Proc. ICME, 2020. (website and source code)
Anqi Zhu, Lin Zhang*, Ying Shen, Yong Ma, Shengjie Zhao, and Yicong Zhou, Zero-shot restoration of underexposed images via robust Retinex decomposition, in: Proc. ICME, 2020. (website and source code)
Juntao Chen, Lin Zhang*, Ying Shen, Yong Ma, Shengjie Zhao, and Yicong Zhou, A study of parking-slot detection with the aid of pixel-level domain adaptation, in: Proc. ICME, 2020.
Lin Zhang, Lijun Zhang, Xiao Liu, Ying Shen, Shaoming Zhang, and Shengjie Zhao, Zero-shot restoration of back-lit images using deep internal learning, in: Proc. ACM Int'l Conf. Multimedia, pp. 1623-1631, 2019. (website and source code)
Xiao Liu, Lin Zhang*, Ying Shen, Shaoming Zhang, and Shengjie Zhao, Online camera pose optimization for the surround-view system, in: Proc. ACM Int'l Conf. Multimedia, pp. 383-391, 2019.
Shiyu Zhao, Lin Zhang*, Shuaiyi Huang, Ying Shen, Shengjie Zhao, and Yukai Yang, Evaluation of defogging: A real-world benchmark dataset, a new criterion and baselines, in: Proc. ICME, pp. 1840-1845, 2019.
Yingyi Zhang, Lin Zhang*, Xiao Liu, Shengjie Zhao, Ying Shen, and Yukai Yang, Pay by showing your palm: A study of palmprint verification on mobile platforms, in: Proc. ICME, pp. 862-867, 2019.
Xuan Shao, Xiao Liu, Lin Zhang*, Shengjie Zhao, Ying Shen, and Yukai Yang, Revisit surround-view camera system calibration, in: Proc. ICME, pp. 1486-1491, 2019.
Junhao Huang, Lin Zhang*, Ying Shen, Huijuan Zhang, Shengjie Zhao, and Yukai Yang, DMPR-PS: A novel approach for parking-slot detection using directional marking-point regression, in: Proc. ICME, pp. 212-217, 2019. (website and source code)
Lin Zhang, Juntao Chen, Dongyang Liu, Ying Shen, and Shengjie Zhao, Seamless 3D surround view with a novel burger model, in: Proc. ICIP, pp. 4150-4154, 2019.
Shiyu Zhao, Lin Zhang*, Ying Shen, and Yongning Zhu, A CNN-based depth estimation approach with multi-scale sub-pixel convolutions and a smoothness constraint, in: Proc. ACCV, 2018.
Lijun Zhang, Lin Zhang*, Xiao Liu, Ying Shen, and Dongqing Wang, Image exposure assessment: A benchmark and a deep convolutional neural networks based model, in: Proc. ICME, 2018.
Yamei Zhu and Lin Zhang*, A comprehensive study on upper-body detection with deep neural networks, in Proc. ICPR, 2018.
Linshen Li, Lin Zhang*, Xiyuan Li, Xiao Liu, Ying Shen, and Lu Xiong, Vision-based parking-slot detection: A benchmark and a learning-based approach, in: Proc. ICME, pp. 649-654, 2017. (website and source code)
Lijun Zhang, Lin Zhang*, and Lida Li, Illumination quality assessment for face images: A benchmark and a convolutional neural networks based model, in Proc. ICONIP, 2017. (website and source code)
Ning Zhang, Lin Zhang*, and Zaixi Cheng, Towards simulating foggy and hazy images and evaluating their authenticity, in Proc. ICONIP, 2017. (website and source code)
Ning Zhang and Lin Zhang*, SSGD: Superpixels using the shortest gradient distance, in Proc. ICIP, 2017. (website and source code)
Lida Li, Lin Zhang*, and Hongyu Li, 3D ear identification using LC-KSVD and local histograms of surface types, in: Proc. ICME2015.
Lin Zhang, Zhixuan Ding, Hongyu Li, and Jianwei Lu, 3DMKDSRC: A novel approach for 3D face recognition, in: Proc. ICME, 2014.
Zhongyi Gu, Lin Zhang*, Xiaoxu Liu, Hongyu Li, and Jianwei Lu, Learning quality-aware filters for no-reference image quality assessment, in: Proc. ICME, 2014.
Lin Zhang, Zhongyi Gu, and Hongyu Li, SDSP: A novel saliency detection method by combining simple priors, in: Proc. ICIP, pp. 171-175, 2013. (website and source code)
Zhixuan Ding, Lin Zhang*, and Hongyu Li, A novel 3D ear identification approach based on sparse representation, in: Proc. ICIP, pp. 4166-4170, 2013.
Zhongyi Gu, Lin Zhang*, and Hongyu Li, Learning a blind image quality index based on visual saliency guided sampling and Gabor filtering, in: Proc. ICIP, pp. 186-190, 2013. (website and source code)
Hongyi Li, Zhujing Wu, Lin Zhang*, and Jussi Parkkinen, SR-LLA: A novel spectral reconstruction method based on locally linear approximation, in: Proc. ICIP, pp. 2029-2033, 2013.
Lin Zhang, Lei Zhang, Xuanqin Mou, and David Zhang, "A comprehensive evaluation of full reference image quality assessment algorithms", in: Proc. ICIP, pp. 1477-1480, 2012.
Lin Zhang and Hongyu Li, "SR-SIM: A fast and high performance IQA index based on spectral residual", in: Proc. ICIP, pp. 1473-1476, 2012. (website and source code)
Lin Zhang, Zhiqiang Zhou and Hongyu Li, "Binary Gabor pattern: an efficient and robust descriptor for texture classification", in: Proc. ICIP, pp. 81-84, 2012. (website and source code)
Hongyu Li, Junyu Niu, and Lin Zhang, "Entropy based image semantic cycle for image classification", in: Proc. ICONIP, pp. 533-540, 2012.
Hongyu Li, Chen Lin, Junyu Niu, Lin Zhang, and Jussi Parkkinen, "Manifold analysis of spectral munsell colors", in: Proc. ICONIP, pp. 543-550, 2012.
Hongyu Li, Junyu Niu, Lin Zhang, and Bo Hu, "Spatio-temporal LTSA and its application to motion decomposition", in: Proc. ICONIP, pp. 498-505, 2012.
Yi Wang, Hongyu Li, Junyu Niu, and Lin Zhang, "Local tangent space based manifold entropy for image retrieval", in: Proc. ICPR, pp. 262-265, 2012.
Lin Zhang, Lei Zhang, and Xuanqin Mou, "RFSIM: a feature based image quality assessment metric using Riesz transforms", in: Proc. ICIP, pp. 321-324, 2010. (website and source code)
Lin Zhang, Lei Zhang, Zhenhua Guo, and David Zhang, "Monogenic-LBP: a new approach for rotation invariant texture classification", in: Proc. ICIP, pp. 2677-2680, 2010. (website and source code)
Meng Yang, Lei Zhang, Lin Zhang, and David Zhang, "Monogenic binary pattern (MBP): a novel feature extraction and representation model for face recognition", in: Proc. ICPR, pp. 2680-2683, 2010.
Lin Zhang, Lei Zhang, and David Zhang, "Finger-knuckle-print: a new biometric identifier", in: Proc. ICIP, pp. 1981-1984, 2009.
Lin Zhang, Lei Zhang, and David Zhang, "Finger-knuckle-print verification based on band-limited phase-only correlation", in: Proc. CAIP, pp. 141-148, 2009.
Lin Zhang, Lei Zhang, and David Zhang, "A multi-scale bilateral structure tensor based corner detector", in: Proc. ACCV, pp. 618-627, 2009.
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