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Guangming Shi
Researcher at Xidian University
Publications - 488
Citations - 14046
Guangming Shi is an academic researcher from Xidian University. The author has contributed to research in topics: Computer science & Sparse approximation. The author has an hindex of 41, co-authored 428 publications receiving 10591 citations. Previous affiliations of Guangming Shi include Chinese Ministry of Education.
Papers
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Patent
Dual-channel multispectral video imaging device and imaging method based on compressive sensing
TL;DR: In this article, a compressive sensing-based multispectral video imager comprises a beamsplitter, a first light channel, a second light channel and an image reconstruction processor.
Proceedings ArticleDOI
Real-Time Illegal Parking Detection System Based on Deep Learning
TL;DR: Experiments show that the proposed novel illegal vehicle parking detection system can achieve a 99% accuracy and real-time (25FPS) detection with strong robustness in complex environments.
Journal ArticleDOI
Design of Linear-Phase Nonuniform Filter Banks With Partial Cosine Modulation
TL;DR: By analyzing the phase issue of significant aliasing terms, the matching conditions to make the required LP NUFB achievable are derived and the design problem becomes that of several prototypes as well as the lowpass and highpass filters, leading to a less design effort.
Proceedings ArticleDOI
Beyond Network Pruning: a Joint Search-and-Training Approach
TL;DR: It is possible to expand the search space of networking pruning by associating each filter with a learnable weight and joint search-and-training can be conducted iteratively to maximize the learning efficiency.
Journal ArticleDOI
Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization
TL;DR: Wang et al. as discussed by the authors proposed a novel regularization strategy to fully exploit the spatio-spectral dependency by a spatially adaptive 3D filter, and formulated deep hyperspectral image fusion as a differentiable optimization problem.