Suchergebnisse - "Online convolutional sparse coding"

Scalable Online Convolutional Sparse Coding von Yaqing Wang, Quanming Yao, Kwok, James T., Ni, Lionel M.

“… Convolutional sparse coding (CSC) improves sparse coding by learning a shift-invariant dictionary from the data. However, most existing CSC algorithms operate …”
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Image fusion using online convolutional sparse coding von Zhang, Chengfang, Zhang, Ziyou, Feng, Ziliang

“… ) have disadvantages of heavy computation cost and low representation. Superior signal representation and low spatial complexity of online convolutional sparse coding are exploited to image fusion to compensate for shortcomings of CSC …”
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Multi-focus image fusion via online convolutional sparse coding von Zhang, Chengfang, Zhang, Ziyou, Li, Haoyue, He, Sidi, Feng, Ziliang

“… Online Convolutional Sparse Coding (OCSC) is an online version of Convolutional Sparse Coding (CSC …”
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Improved multi-focus image fusion using online convolutional sparse coding based on sample-dependent dictionary von He, Sidi, Zhang, Chengfang, Li, Haoyue, Feng, Ziliang

“… To overcome this, an online convolutional sparse coding (OCSC) technique was introduced, but its performance is still limited by the number of filters used, affecting overall performance negatively …”
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A Novel Fusion Method Based on Online Convolutional Sparse Coding with Sample-Dependent Dictionary for Visible–Infrared Images von Li, Haoyue, Zhang, Chengfang, He, Sidi, Feng, Ziliang, Yi, Liangzhong

“… Online convolutional sparse coding (OCSC) alleviates the disadvantages of large computation and low representation rate of convolutional sparse coding (CSC …”
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Scalable Online Convolutional Sparse Coding von Wang, Yaqing, Yao, Quanming, Kwok, James T, Ni, Lionel M

“… Convolutional sparse coding (CSC) improves sparse coding by learning a shift-invariant dictionary from the data. However, existing CSC algorithms operate in …”
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Recent advances via convolutional sparse representation model for pixel-level image fusion von Pan, Yue, Lan, Tianye, Xu, Chongyang, Zhang, Chengfang, Feng, Ziliang

“… Image fusion aims to integrate complementary information from different source images into the final output image. This plays a significant role in high-level …”
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Online Convolutional Sparse Coding with Sample-Dependent Dictionary von Wang, Yaqing, Yao, Quanming, Kwok, James T, Ni, Lionel M

“… Convolutional sparse coding (CSC) has been popularly used for the learning of shift-invariant dictionaries in image and signal processing. However, existing …”
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Fusion of Visible and Infrared Images Using Efficient Online Convolutional Dictionary Learning von Zhang, ChengFang, Yi, Kai

“… convolutional sparse coding (OCSC) based fusion methods in terms …”
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