However, previous attention approaches typically are of a single receptive field, which are difficult to capture rich structural affinities from different scales, harming salient region inferring effect. In this paper, we propose a multi-receptive field attention (MRFA) for person re-identification. ...
MAPD: multi-receptive field and attention mechanism for multispectral pedestrian detection For pedestrian detection in all weather conditions, multispectral imagery is the preferred solution for multimodal data acquisition. Due to the complementa... Y Zang,R Cao,HQ Liu - 《Visual Computer》 被引量:...
Such direction-dependent receptive field organization was observed in every cortical layer. We conclude that the spatial structure of receptive fields in the barrel cortex is not an intrinsic property of the neuron but depends on the properties of sensory input. 展开 ...
which balances efficiency and performance. We design a three-stage network to enhance inference speed significantly. At a fine-grained level, we introduce the Multi-Receptive Field Feature Interaction MRFFI module, comprising the Long-Range Wavelet Transform-Enhanced Mamba WTE-Mamba, Efficient Multi-Ke...
Quantitative correlation between barrel-field size and the sensory innervation of the whiskerpad: a comparative study in six strains of mice bred for diffe... In mice from 6 strains bred for different patterns of mystacial vibrissae, we studied the consequences of the presence of supernumerary wh...
An adapted receptive field is responsible for storing local data and multi-region operations information, in which, local data can be adjusted to an appropriate dimension according to the dilated factor of the network, which greatly improves the time-series modeling performance. To verify the ...
image to the brain, because the receptive fields of each type form a regular lattice covering visual space. However, within each regular lattice, the individual cells' receptive fields have irregular and inconsistent shapes, which could potentially result in patchy coverage of the...
In this paper, we proposed FRFB Net (Integrate Receptive Field Block Feature into Fusion Net for Single Shot Multibox Detector), an enhanced FSSD with a RFB module,which not only fully utilize the pyramidal features, but also change the RFs of the fused feature map. To make the model ...
Lang.Multi-scale Image Analysis Based on Non-Classical Receptive FieldMechanism. Neural Information Processing . 2011Wei H, Zuo Q, Lang B. Multi-scale image analysis based on non-classical receptive field mechanism. Neural Information Processing. Springer Berlin Heidelberg. 2011;601-610. doi: ...
The proposed feature extraction strategy, combining local pixel-wise learning with an expansive receptive field for global information perception, demonstrates excellent feature learning capabilities. Due to this powerful and unique local-global feature extraction capability, our deep network achieves superior...