Selected Publications

2021


B. H. Chen, S. Ye, J. L. Yin, H. Y. Cheng and D. Chen, “Deep Trident Decomposition Network for Single License Plate Image Glare Removal,” IEEE Transactions on Intelligent Transportation Systems. (in press) [pdf] [bib] [code]

B. H. Chen, H. Y. Cheng, Y. S. Tseng and J. L. Yin, “Two-Pass Bilateral Smooth Filtering for Remote Sensing Imagery,” IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022. [pdf] [bib] [code]

J. L. Yin, B. H. Chen, Y. T. Peng, and C. C. Tsai, “Deep Battery Saver: End-to-end Learning for Power Constrained Contrast Enhancement,” IEEE Transactions on Multimedia, vol. 23, pp. 1049-1059, 2021. [pdf] [bib] [code]

2020


J. L. Yin, B. H. Chen, and K. R. Lai, “Driver Danger-Level Monitoring System Using Multi-Sourced Big Driving Data,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 12, pp. 5271-5282, Dec. 2020. [pdf] [bib]

J. L. Yin, Y. C. Huang, B. H. Chen and S. Z. Ye, “Color Transferred Convolutional Neural Networks for Image Dehazing,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 11, pp. 3957-3967, Nov. 2020. [pdf] [bib] [Project] [code]

S. Ye, J. L. Yin, B. H. Chen, D. Chen, and Y. Wu, “Single Image Glare Removal Using Deep Convolutional Networks,” IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, pp. 201-205, Oct. 2020. [pdf]

B. H. Chen, Y. S. Tseng, and J. L. Yin, “Gaussian-Adaptive Bilateral Filter,” IEEE Signal Processing Letters, vol. 27, pp. 1670-1674, Sept. 2020. [pdf] [bib] [code]


J. L. Yin, B. H. Chen, E. H. Lai, and L. F. Shi, “Power-constrained Image Contrast Enhancement through Sparse Representation by Joint Mixed-norm Regularization,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 8, pp. 2477-2488, Aug. 2020. [pdf] [bib] [Project] [code]

J. L. Yin, B. H. Chen, Y. T. Peng, and C. C. Tsai, “Deep Prior Guided Network For High-Quality Image Fusion,” IEEE International Conference on Multimedia and Expo (ICME), London, United Kingdom, pp. 1-6, Jul. 2020. [pdf]

S. Chen, B. H. Chen, Z. Chen, and Y. Wu, “Itinerary Planning via Deep Reinforcement Learning,” ACM International Conference on Multimedia Retrieval (ICMR), Dublin, Ireland, pp. 286–290, Jun. 2020. [pdf]

2019


L. Y. Huang, J. L. Yin, B. H. Chen, and S. Ye, “Towards Unsupervised Single Image Dehazing With Deep Learning,” IEEE International Conference on Image Processing (ICIP), pp. 2741-2745, Taipei, Taiwan, Sept. 2019. [pdf]

B. H. Chen, L. F. Shi, and X. Ke, “A Robust Moving Object Detection in Multi-Scenario Big Data for Video Surveillance,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 4, pp. 982-995, April 2019. [pdf] [bib] [Project]

B. H. Chen, Y. L. Wu, and L. F. Shi, “A Fast Image Contrast Enhancement Algorithm Using Entropy-Preserving Mapping Prior,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 1, pp. 38-49, Jan. 2019. [pdf] [bib] [Project] [code]

2018


J. L. Yin and B. H. Chen, “An Advanced Driver Risk Measurement System for Usage-Based Insurance on Big Driving Data,” IEEE Transactions on Intelligent Vehicles, vol. 3, no. 4, pp. 585-594, Dec. 2018. [pdf] [bib] [Project]

J. L. Yin, B. H. Chen, and Y. Li, “Highly Accurate Image Reconstruction for Multimodal Noise Suppression Using Semisupervised Learning on Big Data,” IEEE Transactions on Multimedia, vol. 20, no. 11, pp. 3045-3056, Nov. 2018. [pdf] [bib] [Project] [code]

L. F. Shi, B. H. Chen et al., “Removing Haze Particles From Single Image via Exponential Inference With Support Vector Data Description,” IEEE Transactions on Multimedia, vol. 20, no. 9, pp. 2503-2512, Sept. 2018. [pdf] [bib] [code]

J. L. Yin, B. H. Chen, K. R. Lai and Y. Li, “Automatic Dangerous Driving Intensity Analysis for Advanced Driver Assistance Systems From Multimodal Driving Signals,” IEEE Sensors Journal, vol. 18, no. 12, pp. 4785-4794, June, 2018. [pdf] [bib]


More publications can be found here or GScholar.