Search Results for author: Weize Quan

Found 9 papers, 4 papers with code

TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis

no code implementations6 Apr 2024 Ming Zhou, Weize Quan, Ziqi Zhou, Kai Wang, Tong Wang, Dong-Ming Yan

Motivated by these insights, we introduce a Text-oriented Cross-Attention Network (TCAN), emphasizing the predominant role of the text modality in MSA.

Multimodal Sentiment Analysis Representation Learning

Deep Learning-based Image and Video Inpainting: A Survey

no code implementations7 Jan 2024 Weize Quan, Jiaxi Chen, Yanli Liu, Dong-Ming Yan, Peter Wonka

The goal of this paper is to comprehensively review the deep learning-based methods for image and video inpainting.

Video Inpainting

DPE: Disentanglement of Pose and Expression for General Video Portrait Editing

1 code implementation CVPR 2023 Youxin Pang, Yong Zhang, Weize Quan, Yanbo Fan, Xiaodong Cun, Ying Shan, Dong-Ming Yan

In this paper, we introduce a novel self-supervised disentanglement framework to decouple pose and expression without 3DMMs and paired data, which consists of a motion editing module, a pose generator, and an expression generator.

Disentanglement Talking Face Generation +1

Text-Aware Single Image Specular Highlight Removal

1 code implementation PRCV 2021 Shiyu Hou, Chaoqun Wang, Weize Quan, Jingen Jiang, Dong-Ming Yan

The core goal is to improve the accuracy of text detection and recognition by removing the highlight from text images.

Highlight Detection highlight removal +1

Scene text removal via cascaded text stroke detection and erasing

1 code implementation19 Nov 2020 Xuewei Bian, Chaoqun Wang, Weize Quan, Juntao Ye, Xiaopeng Zhang, Dong-Ming Yan

Specifically, we decouple the text removal problem into text stroke detection and stroke removal.

Pixel-wise Dense Detector for Image Inpainting

no code implementations4 Nov 2020 Ruisong Zhang, Weize Quan, Baoyuan Wu, Zhifeng Li, Dong-Ming Yan

Recent GAN-based image inpainting approaches adopt an average strategy to discriminate the generated image and output a scalar, which inevitably lose the position information of visual artifacts.

Image Inpainting Position +1

Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization

no code implementations17 Feb 2019 Weize Quan, Dong-Ming Yan, Kai Wang, Xiaopeng Zhang, Denis Pellerin

First, we design and implement a base network, which can attain better performance in terms of classification accuracy and generalization (in most cases) compared with state-of-the-art methods.

Colorization General Classification +1

Learning 3D Keypoint Descriptors for Non-Rigid Shape Matching

no code implementations ECCV 2018 Hanyu Wang, Jianwei Guo, Dong-Ming Yan, Weize Quan, Xiaopeng Zhang

In this paper, we present a novel deep learning framework that derives discriminative local descriptors for 3D surface shapes.

Metric Learning

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