1 code implementation • 21 Mar 2024 • Yueru Jia, Yuhui Yuan, Aosong Cheng, Chuke Wang, Ji Li, Huizhu Jia, Shanghang Zhang
Second, we propose an instruction-guided latent fusion that pastes the multi-layered latent representations onto a canvas latent.
1 code implementation • 24 Dec 2022 • Rui Ma, Mengxi Guo, Yi Hou, Fan Yang, Yuan Li, Huizhu Jia, Xiaodong Xie
The CIN is composed of the invertible part to achieve high imperceptibility and the non-invertible part to strengthen the robustness against strong noise attacks.
no code implementations • CVPR 2023 • Zhaozhi Wang, Kefan Su, Jian Zhang, Huizhu Jia, Qixiang Ye, Xiaodong Xie, Zongqing Lu
In this paper, we propose multi-agent automated machine learning (MA2ML) with the aim to effectively handle joint optimization of modules in automated machine learning (AutoML).
no code implementations • 22 Jan 2022 • Yi Hou, Chengyang Li, Fan Yang, Cong Ma, Liping Zhu, Yuan Li, Huizhu Jia, Xiaodong Xie
Our method can integrate the pedestrian's head and body information to enhance the feature expression ability of the density map.
no code implementations • 22 Jan 2022 • Yi Hou, Chengyang Li, Yuheng Lu, Liping Zhu, Yuan Li, Huizhu Jia, Xiaodong Xie
In this article, we propose a simulated crowd counting dataset CrowdX, which has a large scale, accurate labeling, parameterized realization, and high fidelity.
4 code implementations • 18 Nov 2019 • Xu Qin, Zhilin Wang, Yuanchao Bai, Xiaodong Xie, Huizhu Jia
The FFA-Net architecture consists of three key components: 1) A novel Feature Attention (FA) module combines Channel Attention with Pixel Attention mechanism, considering that different channel-wise features contain totally different weighted information and haze distribution is uneven on the different image pixels.
Ranked #1 on
Image Dehazing
on KITTI
no code implementations • 11 Jun 2019 • Yuanchao Bai, Huizhu Jia, Ming Jiang, Xian-Ming Liu, Xiaodong Xie, Wen Gao
Blind image deblurring is a challenging problem in computer vision, which aims to restore both the blur kernel and the latent sharp image from only a blurry observation.
no code implementations • 13 Oct 2018 • Fan Yang, Ke Yan, Shijian Lu, Huizhu Jia, Xiaodong Xie, Wen Gao
Person re-identification (ReID) is a challenging task due to arbitrary human pose variations, background clutters, etc.
no code implementations • 12 Apr 2018 • Cong Ma, Changshui Yang, Fan Yang, Yueqing Zhuang, Ziwei Zhang, Huizhu Jia, Xiaodong Xie
In this paper, we propose a novel tracklet processing method to cleave and re-connect tracklets on crowd or long-term occlusion by Siamese Bi-Gated Recurrent Unit (GRU).
Ranked #21 on
Multi-Object Tracking
on MOT16
no code implementations • 9 Dec 2017 • Rui Chen, Changshui Yang, Huizhu Jia, Xiaodong Xie
In this letter, we address the problem of estimating Gaussian noise level from the trained dictionaries in update stage.
no code implementations • 17 May 2017 • Rui Chen, Huizhu Jia, Xiange Wen, Xiaodong Xie
Color artifacts of demosaicked images are often found at contours due to interpolation across edges and cross-channel aliasing.
no code implementations • 4 Apr 2017 • Rui Chen, Huizhu Jia, Xiaodong Xie, Wen Gao
The multiscale dictionary is considered as the product of oscillating dictionary and tolerance dictionary.
no code implementations • 23 Dec 2016 • Rui Chen, Huizhu Jia, Xiaodong Xie, Wen Gao
In this letter, we propose a novel image denoising method based on correlation preserving sparse coding.
no code implementations • 23 Dec 2016 • Rui Chen, Huizhu Jia, Xiaodong Xie, Wen Gao
Aerial images are often degraded by space-varying motion blur and simultaneous uneven illumination.