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Multi-scale attention network for image inpainting

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 204 ()

Recently, deep learning based inpainting methods have shown promising performance, in which some multi scale networks are introduced to characterize i......

Image style disentangling for instance-level facial attribute transfer

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 207 ()

Instance-level facial attribute transfer aims at transferring an attribute including its style from a source face to a target one. Existing studies ha......

Instance-level salient object segmentation

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 207 ()

Image saliency detection has recently achieved great success due to the development of deep convolutional neural networks. However, most of the existi......

Stacked Capsule Graph Autoencoders for geometry-aware 3D head pose estimation

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 208 ()

The goal of image-based 3D head pose estimation is try to estimate the facial direction with 2D images. It is an important attribute widely used in ma......

DenseNet-CTC: An end-to-end RNN-free architecture for context-free string recognition

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 204 ()

String recognition is one of the challenging tasks in document analysis and recognition areas. Recently, with the surge of interest in end-to-end segm......

Evaluate and improve the quality of neural style transfer

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 207 ()

Recent studies have made tremendous progress in neural style transfer (NST) and various methods have been advanced. However, evaluating and improving ......

Pruning CNN filters via quantifying the importance of deep visual representations

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 208 ()

The achievement of convolutional neural networks (CNNs) in a variety of applications is accompanied by a dramatic increase in computational costs and ......

Person re-identification with part prediction alignment

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 205 ()

The key to success of person re-identification(re-id) is extracting the discriminative person features. Various part-level feature extraction methods ......

Near-convex decomposition of 2D shape using visibility range

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 210 ()

Part-based representation plays an important role in many shape related applications, including segmentation, recognition, editing and animation. An i......

Single image super-resolution via hybrid resolution NSST prediction

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 207 ()

Convolutional neural networks (CNNs) have achieved great success in single image super-resolution (SR). However, most previous methods predict high-re......

Multi-focus image fusion approach based on CNP systems in NSCT domain

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 210 ()

Coupled neural P (CNP) systems are recently developed distributed and parallel computing models that are abstracted by the mechanisms of coupled and s......

Fake face detection via adaptive manipulation traces extraction network

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 204 ()

With the proliferation of face image manipulation (FIM) techniques such as Face2Face and Deepfake, more fake face images are spreading over the intern......

SAPS: Self-Attentive Pathway Search for weakly-supervised action localization with-action

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 210 ()

Weakly supervised temporal action localization is a challenging computer vision task, which aims to derive frame-level action identifier based on vide......

Few-shot action recognition with implicit temporal alignment and pair similarity optimization

期刊: COMPUTER VISION AND IMAGE UNDERSTANDING, 2021; 210 ()

Few-shot learning aims to recognize instances from novel classes with few labeled samples, which has great value in research and application. Although......

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