Search Results for author: Xujun Peng

Found 4 papers, 2 papers with code

An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos

2 code implementations2 Jul 2019 Peng Lu, Hao Zhang, Xujun Peng, Xiaofu Jin

In this paper, we primarily focus on improving the accuracy of automatic image cropping, and on further exploring its potential in public datasets with high efficiency.

Image Cropping

Weakly Supervised Real-time Image Cropping based on Aesthetic Distributions

no code implementations15 Oct 2020 Peng Lu, Jiahui Liu, Xujun Peng, Xiaojie Wang

In order to tackle this problem, a weakly supervised cropping frame- work is proposed, where the distribution dissimilarity between high quality images and cropped images is used to guide the coordinate predictor’s training and the ground truths of cropping windows are not required by the proposed method.

Image Cropping

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