Výsledky vyhľadávania - approximate locality-constrained linear coding algorithm

Human Behavior Recognition via Hierarchical Patches Descriptor and Approximate Locality-Constrained Linear Coding Autor Liu, Lina, Wang, Kevin I-Kai, Tian, Biao, Abdulla, Waleed H., Gao, Mingliang, Jeon, Gwanggil

“…) and approximate locality-constrained linear coding (ALLC) algorithm is proposed. The HPD is a detailed local feature description, and ALLC is a fast coding method, which makes it more computationally efficient than some competitive feature-coding methods…”
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Collaborative hashing adopted in locality-constrained linear coding for scene classification Autor Zhou, Zhiping, Li, Chunye, Zhao, Xiaoxiao, Zhou, Fangzheng

“… But the K-nearest neighbor search strategy in Locality-constrained Linear Coding (LLC) increases the complexity of the algorithm due to the exhaustive search…”
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WCE polyp detection based on novel feature descriptor with normalized variance locality-constrained linear coding Autor Yang, Jianjun, Chang, Liping, Li, Sheng, He, Xiongxiong, Zhu, Tingwei

“… Furthermore, based on locality-constrained linear coding (LLC) algorithm, a normalized variance regular term is introduced as NVLLC algorithm, which considers…”
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Human Action Recognition: Learning Sparse Basis Units from Trajectory Subspace Autor Moayedi, Fatemeh, Azimifar, Zohreh, Boostani, Reza

“…" This step is followed by sparse coding feature learning with the aim of transforming low-level descriptors of visual words into richer representations of intermediate complexity, called mid-level…”
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CSIFT Based Locality-constrained Linear Coding for Image Classification Autor Chen Junzhou, Li, Qing, Peng Qiang, Kin Hong Wong

“… Locality-constrained Linear Coding (LLC), a state-of-the-art sparse coding technology, is employed to construct the image classification system…”
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One sample based feature learning for vehicle identification Autor Xu Yang, Yuan Yan Tang, Hui-Wu Luo, Tao Wu, Li Sun, Lei Li

“…). They are firstly extracted from each patch to form the fundamental representation. After that, the well developed locality-constrained…”
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Video representation for fine-grained action recognition Autor Zhou, Yang

“…Recently, fine-grained action analysis has raised a lot of research interests due to its potential applications in smart home, medical surveillance, daily…”
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