Search Results for author: Yuhua Qian

Found 9 papers, 0 papers with code

Deep Embedding Clustering Driven by Sample Stability

no code implementations29 Jan 2024 Zhanwen Cheng, Feijiang Li, Jieting Wang, Yuhua Qian

To address this issue, we propose a deep embedding clustering algorithm driven by sample stability (DECS), which eliminates the requirement of pseudo targets.

Clustering Deep Clustering +1

2D Human Pose Estimation with Explicit Anatomical Keypoints Structure Constraints

no code implementations5 Dec 2022 Zhangjian Ji, Zilong Wang, Ming Zhang, Yapeng Chen, Yuhua Qian

Recently, human pose estimation mainly focuses on how to design a more effective and better deep network structure as human features extractor, and most designed feature extraction networks only introduce the position of each anatomical keypoint to guide their training process.

2D Human Pose Estimation Pose Estimation

Sparse Regularized Correlation Filter for UAV Object Tracking with adaptive Contextual Learning and Keyfilter Selection

no code implementations7 May 2022 Zhangjian Ji, Kai Feng, Yuhua Qian, Jiye Liang

Another approaches can alleviate the temporal degeneration of learned filters by introducing the temporal regularizer, which depends on the assumption that the filers between consecutive frames should be coherent.

Object Tracking

Linear Array Network for Low-light Image Enhancement

no code implementations22 Jan 2022 Keqi Wang, Ziteng Cui, Jieru Jia, Hao Xu, Ge Wu, Yin Zhuang, Lu Chen, Zhiguo Hu, Yuhua Qian

However, the convolution operation is based on a local sliding window mechanism, which is difficult to construct the long-range dependencies of the feature maps.

Low-Light Image Enhancement

Extreme Low-Light Imaging with Multi-granulation Cooperative Networks

no code implementations16 May 2020 Keqi Wang, Peng Gao, Steven Hoi, Qian Guo, Yuhua Qian

Low-light imaging is challenging since images may appear to be dark and noised due to low signal-to-noise ratio, complex image content, and the variety in shooting scenes in extreme low-light condition.

Latent Complete Row Space Recovery for Multi-view Subspace Clustering

no code implementations16 Dec 2019 Hong Tao, Chenping Hou, Yuhua Qian, Jubo Zhu, Dongyun Yi

LCRSR is able to recover the row space of the latent representation, which not only carries complete information from multiple views but also determines the subspace membership under certain conditions.

Clustering graph construction +1

Logic could be learned from images

no code implementations6 Aug 2019 Qian Guo, Yuhua Qian, Xinyan Liang, Yanhong She, Deyu Li, Jiye Liang

This task is to learn and reason the logic relation from images, without presetting any reasoning patterns.

Relation

Part-based Visual Tracking via Structural Support Correlation Filter

no code implementations25 May 2018 Zhangjian Ji, Kai Feng, Yuhua Qian

In addition, to mitigate the issue of drift away from object further, we introduce inter-frame consistencies of local parts into our model.

Visual Tracking

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