9.2k citations · 17.8k across the 63 of their papers we have counts for
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Fast Tracking via Spatio-Temporal Context Learning
Kaihua Zhang, Lei Zhang, Ming-Hsuan Yang +1
In this paper, we present a simple yet fast and robust algorithm which exploits the spatio-temporal context for visual tracking. Our approach formulates the spatio-temporal relatio…
A Kernel Classification Framework for Metric Learning
Faqiang Wang, Wangmeng Zuo, Lei Zhang +2
Learning a distance metric from the given training samples plays a crucial role in many machine learning tasks, and various models and optimization algorithms have been proposed in…
Image Set based Collaborative Representation for Face Recognition
Pengfei Zhu, Wangmeng Zuo, Lei Zhang +2
With the rapid development of digital imaging and communication technologies, image set based face recognition (ISFR) is becoming increasingly important. One key issue of ISFR is h…
Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index
Wufeng Xue, Lei Zhang, Xuanqin Mou +1
It is an important task to faithfully evaluate the perceptual quality of output images in many applications such as image compression, image restoration and multimedia streaming. A…
A Local Active Contour Model for Image Segmentation with Intensity Inhomogeneity
Kaihua Zhang, Lei Zhang, Kin-Man Lam +1
A novel locally statistical active contour model (ACM) for image segmentation in the presence of intensity inhomogeneity is presented in this paper. The inhomogeneous objects are m…