Web26 de jul. de 2024 · Abstract: Pooling second-order local feature statistics to form a high-dimensional bilinear feature has been shown to achieve state-of-the-art performance on a variety of fine-grained classification tasks. To address the computational demands of high feature dimensionality, we propose to represent the covariance features as a matrix and … Web19 de ago. de 2024 · [37] devised a novel model Hierarchical Bilinear Pooling with Aggregated Slack Mask (HBPASM) to generate a RoI-aware image feature representation for better performance, ref. [16] first …
Low-Rank Bilinear Pooling for Fine-Grained Classification IEEE ...
Web11 de abr. de 2024 · Gao proposed compressing the bilinear pooling network, which reduced the feature dimension to a certain extent. Fukui [ 39 ] introduced a bilinear pooling network into a VQA task (MCB). In the VQA task, two independent convolutional neural networks of the original bilinear network are replaced by a convolutional neural network … Web1 de abr. de 2024 · Cross-layer bilinear pooling and the integration of multiple cross-layer bilinear features through a hierarchical bilinear framework (Yu et al., 2024) can … fly little bird poem
细粒度识别之Hierarchical Bilinear Pooling - 知乎
Web9 de dez. de 2024 · At last, a hierarchical bilinear pooling framework is used to capture different attention features interactions. 2 Related Work. 2.1 Fine-Grained Recognition. The biggest challenge of fine-grained recognition is that visual differences between different subcategories are minimal in the same super-category ... Web13 de abr. de 2024 · Multi-scale feature fusion techniques and covariance pooling have been shown to have positive implications for completing computer vision tasks, including fine-grained image classification. However, existing algorithms that use multi-scale feature fusion techniques for fine-grained classification tend to consider only the first-order … Web7 de mai. de 2024 · To achieve interaction between hierarchical features, a multibranch network with hierarchical bilinear pooling (MBN-HBP) is proposed. The network … fly little bird book