no code implementations • 11 Oct 2023 • Jie Zhang, Yongshan Zhang, Yicong Zhou
To aggregate the multiview information, a fully-convolutional SED with a U-shape in spectral dimension is introduced to extract a multiview feature map.
no code implementations • CVPR 2023 • Jie Zhang, Yongshan Zhang, Yicong Zhou
Using QSSN as the building block, we propose an end-to-end quantum-inspired spectral-spatial pyramid network (QSSPN) for HSI feature extraction and classification.
no code implementations • 31 Oct 2022 • Tongyue He, Yiming Chen, Junxin Chen, Wei Wang, Yicong Zhou
This paper presents a fused deep learning algorithm for ECG classification.
no code implementations • 5 Sep 2022 • Kuiyuan Zhang, Zhongyun Hua, Yuanman Li, Yushu Zhang, Yicong Zhou
We develop a projection-based transformer block by integrating the prior projection knowledge of CS into the original transformer blocks, and then build a symmetrical reconstruction model using the projection-based transformer blocks and residual convolutional blocks.
no code implementations • 15 Mar 2022 • Rui Xu, Lei Xing, Shuai Shao, Lifei Zhao, BaoDi Liu, Weifeng Liu, Yicong Zhou
First, we propose a novel label prediction method, Isolated Graph Learning (IGL).
no code implementations • CVPR 2022 • Jiaxue Li, Yicong Zhou
To quantitatively evaluate image stitching performance, we propose a perceptual seam quality (PSQ) measure to calculate misalignments of local regions along the seamline.
no code implementations • 7 Sep 2021 • Shuai Shao, Lei Xing, Yixin Chen, Yan-Jiang Wang, Bao-Di Liu, Yicong Zhou
(2) Use the FEM to extract the features of novel data (with few labeled samples and totally different categories from base data), then classify them with the to-be-designed classifier.
no code implementations • 24 Jun 2021 • Wei Lu, Lingyi Liu, Junwei Luo, Xianfeng Zhao, Yicong Zhou, Jiwu Huang
And a spatial-temporal model is proposed which has two components for capturing spatial and temporal forgery traces in global perspective respectively.
1 code implementation • 24 May 2021 • Deng Li, Yue Wu, Yicong Zhou
In this paper, we propose a novel Line Counting formulation for HTLS -- that involves counting the number of text lines from the top at every pixel location.
1 code implementation • 12 May 2021 • Deng Li, Yue Wu, Yicong Zhou
The AST module further consolidates the outputs from MWS and PWA and predicts the final adaptive threshold for each pixel location.
no code implementations • 8 Mar 2021 • Wenkang Li, Qi Ke, Wenbin Chen, Yicong Zhou
Visible-infrared cross-modality person re-identification (VI-ReID), whose aim is to match person images between visible and infrared modality, is a challenging cross-modality image retrieval task.
no code implementations • 8 Mar 2021 • Wenkang Li, Ke Qi, Wenbin Chen, Yicong Zhou
Visible-Infrared cross-modality person re-identification (VI-ReID), whose aim is to match person images between visible and infrared modality, is a challenging cross-modality image retrieval task.
no code implementations • 21 Aug 2020 • Jinfeng Li, Weifeng Liu, Yicong Zhou, Jun Yu, Dapeng Tao
Traditional domain adaptation algorithms assume that enough labeled data, which are treated as the prior knowledge are available in the source domain.
1 code implementation • ECCV 2020 • Weizeng Lu, Xi Jia, Weicheng Xie, Linlin Shen, Yicong Zhou, Jinming Duan
The detector predicts the object location defined by a set of coefficients describing a geometric shape (i. e. ellipse or rectangle), which is geometrically constrained by the mask produced by the generator.
2 code implementations • 28 Mar 2019 • Junxin Chen, Lei Chen, Yicong Zhou
During the past decades, there is a great popularity employing nonlinear dynamics and permutation-substitution architecture for image encryption.
Multimedia
no code implementations • 21 Jun 2018 • Xueqi Ma, Weifeng Liu, Dapeng Tao, Yicong Zhou
Therefore, we develop an ensemble p-Laplacian regularization (EpLapR) to fully approximate the intrinsic manifold of the data distribution.
no code implementations • 21 Jun 2018 • Xueqi Ma, Weifeng Liu, Shuying Li, Yicong Zhou
Graph based SSL and manifold regularization based SSL including Laplacian regularization (LapR) and Hypergraph Laplacian regularization (HLapR) are representative SSL methods and have achieved prominent performance by exploiting the relationship of sample distribution.
no code implementations • 19 Nov 2017 • Qingxiang Feng, Yicong Zhou
Based on this model, we then propose a classifier called locality-based discriminant sparse representation (LDSR).
no code implementations • 19 Nov 2017 • Qingxiang Feng, Yicong Zhou
To obtain the high dimension correlation information among different color channels, we further propose the high-dimension quaternion-based adaptive representation (HD-QAR).
no code implementations • 19 Nov 2017 • Qingxiang Feng, Yicong Zhou
Representation-based classification methods such as sparse representation-based classification (SRC) and linear regression classification (LRC) have attracted a lot of attentions.
no code implementations • CVPR 2016 • Qingxiang Feng, Yicong Zhou, Rushi Lan
This paper proposes the pairwise linear regression classification (PLRC) for image set retrieval.