362 citations · 759 across the 11 of their papers we have counts for
12 papers
Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement
Yibing Song, Jiawei Zhang, Lijun Gong +5
We address the problem of restoring a high-resolution face image from a blurry low-resolution input. This problem is difficult as super-resolution and deblurring need to be tackled…
Stylizing Face Images via Multiple Exemplars
Yibing Song, Linchao Bao, Shengfeng He +2
We address the problem of transferring the style of a headshot photo to face images. Existing methods using a single exemplar lead to inaccurate results when the exemplar does not…
Fast Preprocessing for Robust Face Sketch Synthesis
Yibing Song, Jiawei Zhang, Linchao Bao +1
Exemplar-based face sketch synthesis methods usually meet the challenging problem that input photos are captured in different lighting conditions from training photos. The critical…
Learning to Hallucinate Face Images via Component Generation and Enhancement
Yibing Song, Jiawei Zhang, Shengfeng He +2
We propose a two-stage method for face hallucination. First, we generate facial components of the input image using CNNs. These components represent the basic facial structures. Se…
3D Hand Pose Tracking and Estimation Using Stereo Matching
Jiawei Zhang, Jianbo Jiao, Mingliang Chen +3
3D hand pose tracking/estimation will be very important in the next generation of human-computer interaction. Most of the currently available algorithms rely on low-cost active dep…
RGBD Salient Object Detection via Deep Fusion
Liangqiong Qu, Shengfeng He, Jiawei Zhang +3
Numerous efforts have been made to design different low level saliency cues for the RGBD saliency detection, such as color or depth contrast features, background and color compactn…
Superpixel Hierarchy
Xing Wei, Qingxiong Yang, Yihong Gong +2
Superpixel segmentation is becoming ubiquitous in computer vision. In practice, an object can either be represented by a number of segments in finer levels of detail or included in…
Deep Colorization
Zezhou Cheng, Qingxiong Yang, Bin Sheng
This paper investigates into the colorization problem which converts a grayscale image to a colorful version. This is a very difficult problem and normally requires manual adjustme…
Video Tracking Using Learned Hierarchical Features
Li Wang, Ting Liu, Gang Wang +2
In this paper, we propose an approach to learn hierarchical features for visual object tracking. First, we offline learn features robust to diverse motion patterns from auxiliary v…
Exemplar Based Deep Discriminative and Shareable Feature Learning for Scene Image Classification
Zhen Zuo, Gang Wang, Bing Shuai +2
In order to encode the class correlation and class specific information in image representation, we propose a new local feature learning approach named Deep Discriminative and Shar…
Multimodal Multipart Learning for Action Recognition in Depth Videos
Amir Shahroudy, Gang Wang, Tian-Tsong Ng +1
The articulated and complex nature of human actions makes the task of action recognition difficult. One approach to handle this complexity is dividing it to the kinetics of body pa…
Robust Piecewise-Constant Smoothing: M-Smoother Revisited
Linchao Bao, Qingxiong Yang
A robust estimator, namely M-smoother, for piecewise-constant smoothing is revisited in this paper. Starting from its generalized formulation, we propose a numerical scheme/framewo…