MLANs: Image Aesthetic Assessment via Multi-Layer Aggregation Networks
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In this paper, we propose to use multi-level features from a CNN for learning effective image aesthetic assessment models. Specially, we extract features from ...
This paper builds three multilayer aggregation networks (MLANs) based on different baseline networks, including MobileNet, VGG16, and Inception-v3, ...
In this paper, we propose to assess image aesthetic quality by using multi-layer aggregation networks (MLANs). Special- ly, we first extract a number of feature ...
MLANs: image aesthetic assessment via multi-layer aggregation networks, Meng, Xuantong and Gao, Fei and Shi, Shengjie and Zhu, Suguo and Zhu, Jingjie, 2018.
This paper builds three multilayer aggregation networks (MLANs) based on different baseline networks, including MobileNet, VGG16, and Inception-v3, ...
Nov 21, 2024 · In this paper, we proposed a visual perception network (VP-Net) to support perception consistency learning. It was designed as a double-subnet ...
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MLANs: image aesthetic assessment via multi-layer aggregation networks. X Meng, F Gao, S Shi, S Zhu, J Zhu. 2018 Eighth International Conference on Image ...
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Subsequently, Deep Multi-Patch Aggregation Network methods were used to solve the problem of image style, aesthetics, and quality assessment in high resolution ...
May 16, 2023 · The proposed neural network jointly learns the attributes along with the overall aesthetic scores of images.
Missing: MLANs: Layer Aggregation