45 citations · 75 across the 3 of their papers we have counts for
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3 papers · 1 filter
cs.CV2018★ 45 cited
Unsupervised Semantic-based Aggregation of Deep Convolutional Features
Jian Xu, Chunheng Wang, Chengzuo Qi +2
In this paper, we propose a simple but effective semantic-based aggregation (SBA) method. The proposed SBA utilizes the discriminative filters of deep convolutional layers as seman…
cs.CV2017★ 4 cited
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-scale Image Retrieval
Jian Xu, Chunheng Wang, Chengzuo Qi +2
Existing manifold learning methods are not appropriate for image retrieval task, because most of them are unable to process query image and they have much additional computational…
cs.CV2017★ 26 cited
Unsupervised Part-based Weighting Aggregation of Deep Convolutional Features for Image Retrieval
Jian Xu, Cunzhao Shi, Chengzuo Qi +2
In this paper, we propose a simple but effective semantic part-based weighting aggregation (PWA) for image retrieval. The proposed PWA utilizes the discriminative filters of deep c…