no code implementations • 5 May 2024 • Haofei Song, Xintian Mao, Jing Yu, Qingli Li, Yan Wang
Based on this observation, we propose an Inter-Intra-slice Interpolation Network (I$^3$Net), which fully explores information from high in-plane resolution and compensates for low through-plane resolution.
no code implementations • 25 Oct 2023 • Yuejun Jiao, Song Qiu, Mingsong Chen, Dingding Han, Qingli Li, Yue Lu
Finally, the nodes and similarity adjacency matrices are fed into graph networks to extract more discriminative features for vehicle Re-ID.
no code implementations • 6 Sep 2023 • Ting Jin, Xingran Xie, Renjie Wan, Qingli Li, Yan Wang
Histology analysis of the tumor micro-environment integrated with genomic assays is the gold standard for most cancers in modern medicine.
no code implementations • 6 Jun 2023 • Yiman Liu, Qiming Huang, Xiaoxiang Han, Tongtong Liang, Zhifang Zhang, Lijun Chen, Jinfeng Wang, Angelos Stefanidis, Jionglong Su, Jiangang Chen, Qingli Li, Yuqi Zhang
In addition, data from 30 children patients (15 positives and 15 negatives) are collected for clinician testing and compared to our model test results (these 30 samples do not participate in model training).
2 code implementations • CVPR 2023 • Yunhao Bai, Duowen Chen, Qingli Li, Wei Shen, Yan Wang
In semi-supervised medical image segmentation, there exist empirical mismatch problems between labeled and unlabeled data distribution.
Image Segmentation Semi-supervised Medical Image Segmentation +1
no code implementations • 27 Feb 2023 • Yiman Liu, Xiaoxiang Han, Tongtong Liang, Bin Dong, Jiajun Yuan, Menghan Hu, Qiaohong Liu, Jiangang Chen, Qingli Li, Yuqi Zhang
The EDMAE encoder is composed of a teacher and a student encoder.
no code implementations • CVPR 2023 • Ming Li, Qingli Li, Yan Wang
The second key element is that we design class balanced adaptive thresholds via considering the empirical distribution of all training data in local clients, to encourage a balanced training process.
1 code implementation • CVPR 2023 • Duowen Chen, Yunhao Bai, Wei Shen, Qingli Li, Lequan Yu, Yan Wang
Our strategy encourages unlabeled images to learn organ semantics in relative locations from the labeled images (cross-branch) and enhances the learning ability for small organs (within-branch).
1 code implementation • 25 Nov 2022 • Siyuan Li, Li Sun, Qingli Li
The key idea is to fully exploit the cross-modal description ability in CLIP through a set of learnable text tokens for each ID and give them to the text encoder to form ambiguous descriptions.
Ranked #1 on Person Re-Identification on MSMT17
2 code implementations • 21 Sep 2022 • Jing Zhao, Shengjian Wu, Li Sun, Qingli Li
Without densely tiled anchor boxes or grid points in the image, sparse R-CNN achieves promising results through a set of object queries and proposal boxes updated in the cascaded training manner.
no code implementations • 19 Sep 2022 • Xingran Xie, Yan Wang, Qingli Li
More concretely, we propose to learn a set of linear coefficients that can be used to represent one band by the remaining bands via masking out these bands.
1 code implementation • 1 Aug 2022 • Xinyue Zhou, Mingyu Yin, Xinyuan Chen, Li Sun, Changxin Gao, Qingli Li
In this paper, we propose a cross attention based style distribution module that computes between the source semantic styles and target pose for pose transfer.
2 code implementations • CVPR 2022 • Xueqi Hu, Xinyue Zhou, Qiusheng Huang, Zhengyi Shi, Li Sun, Qingli Li
By constraining features from the same location to be closer than those from different ones, it implicitly ensures the result to take content from the source.
1 code implementation • CVPR 2022 • Xueqi Hu, Qiusheng Huang, Zhengyi Shi, Siyuan Li, Changxin Gao, Li Sun, Qingli Li
Existing GAN inversion methods fail to provide latent codes for reliable reconstruction and flexible editing simultaneously.
2 code implementations • 23 Nov 2021 • Xintian Mao, Yiming Liu, Fengze Liu, Qingli Li, Wei Shen, Yan Wang
Blur was naturally analyzed in the frequency domain, by estimating the latent sharp image and the blur kernel given a blurry image.
Ranked #4 on Deblurring on RealBlur-J (trained on GoPro)
1 code implementation • ICCV 2021 • Qiusheng Huang, Zhilin Zheng, Xueqi Hu, Li Sun, Qingli Li
The two types of synthesis, either label- or reference-based, have substantial differences.
no code implementations • 11 Oct 2021 • Qiusheng Huang, Xueqi Hu, Li Sun, Qingli Li
Image-to-image (I2I) translation is usually carried out among discrete domains.
no code implementations • 27 Jul 2021 • Hang Liu, Menghan Hu, Yuzhen Chen, Qingli Li, Guangtao Zhai, Simon X. Yang, Xiao-Ping Zhang, Xiaokang Yang
This work demonstrates that it is practicable for the blind people to feel the world through the brush in their hands.
1 code implementation • 5 Mar 2021 • Boxiang Yun, Yan Wang, Jieneng Chen, Huiyu Wang, Wei Shen, Qingli Li
Hyperspectral imaging (HSI) unlocks the huge potential to a wide variety of applications relied on high-precision pathology image segmentation, such as computational pathology and precision medicine.
2 code implementations • CVPR 2021 • Mingyu Yin, Li Sun, Qingli Li
View synthesis is usually done by an autoencoder, in which the encoder maps a source view image into a latent content code, and the decoder transforms it into a target view image according to the condition.
no code implementations • 20 Oct 2020 • Chang Yao, Jingyu Tang, Menghan Hu, Yue Wu, Wenyi Guo, Qingli Li, Xiao-Ping Zhang
Sturge-Weber syndrome (SWS) is a vascular malformation disease, and it may cause blindness if the patient's condition is severe.
no code implementations • 20 Oct 2020 • Yunlu Wang, Cheng Yang, Menghan Hu, Jian Zhang, Qingli Li, Guangtao Zhai, Xiao-Ping Zhang
This paper presents an unobtrusive solution that can automatically identify deep breath when a person is walking past the global depth camera.
no code implementations • 9 Oct 2020 • Yuzhen Chen, Menghan Hu, Chunjun Hua, Guangtao Zhai, Jian Zhang, Qingli Li, Simon X. Yang
Aimed at solving the problem that we don't know which service stage of the mask belongs to, we propose a detection system based on the mobile phone.
1 code implementation • ECCV 2020 • Mingyu Yin, Li Sun, Qingli Li
Novel view synthesis often needs the paired data from both the source and target views.
no code implementations • 12 Feb 2020 • Yunlu Wang, Menghan Hu, Qingli Li, Xiao-Ping Zhang, Guangtao Zhai, Nan Yao
During the epidemic prevention and control period, our study can be helpful in prognosis, diagnosis and screening for the patients infected with COVID-19 (the novel coronavirus) based on breathing characteristics.
no code implementations • 29 Oct 2019 • Ziye Zhang, Li Sun, Zhilin Zheng, Qingli Li
Depending on whether the label is related with the spatial structure, the output $z_s$ from the condition mapping network is used either as a style code or a spatial structure code.