Search Results for author: Jiamiao Xu

Found 6 papers, 1 papers with code

Deep Manifold Hashing: A Divide-and-Conquer Approach for Semi-Paired Unsupervised Cross-Modal Retrieval

no code implementations26 Sep 2022 Yufeng Shi, Xinge You, Jiamiao Xu, Feng Zheng, Qinmu Peng, Weihua Ou

Hashing that projects data into binary codes has shown extraordinary talents in cross-modal retrieval due to its low storage usage and high query speed.

Cross-Modal Retrieval

DCMS: Motion Forecasting with Dual Consistency and Multi-Pseudo-Target Supervision

no code implementations12 Apr 2022 Maosheng Ye, Jiamiao Xu, Xunnong Xu, Tongyi Cao, Qifeng Chen

We present a novel framework for motion forecasting with Dual Consistency Constraints and Multi-Pseudo-Target supervision.

Motion Forecasting

Modal Regression based Structured Low-rank Matrix Recovery for Multi-view Learning

no code implementations22 Mar 2020 Jiamiao Xu, Fangzhao Wang, Qinmu Peng, Xinge You, Shuo Wang, Xiao-Yuan Jing, C. L. Philip Chen

Furthermore, recent low-rank modeling provides a satisfactory solution to address data contaminated by predefined assumptions of noise distribution, such as Gaussian or Laplacian distribution.

MULTI-VIEW LEARNING Representation Learning

Robust Visual Tracking using Multi-Frame Multi-Feature Joint Modeling

1 code implementation19 Nov 2018 Peng Zhang, Shujian Yu, Jiamiao Xu, Xinge You, Xiubao Jiang, Xiao-Yuan Jing, DaCheng Tao

It remains a huge challenge to design effective and efficient trackers under complex scenarios, including occlusions, illumination changes and pose variations.

Multi-Task Learning MULTI-VIEW LEARNING +2

Multi-view Common Component Discriminant Analysis for Cross-view Classification

no code implementations14 May 2018 Xinge You, Jiamiao Xu, Wei Yuan, Xiao-Yuan Jing, DaCheng Tao, Taiping Zhang

Cross-view classification that means to classify samples from heterogeneous views is a significant yet challenging problem in computer vision.

General Classification

Multi-view Hybrid Embedding: A Divide-and-Conquer Approach

no code implementations19 Apr 2018 Jiamiao Xu, Shujian Yu, Xinge You, Mengjun Leng, Xiao-Yuan Jing, C. L. Philip Chen

We present a novel cross-view classification algorithm where the gallery and probe data come from different views.

Classification General Classification

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