9.2k citations · 17.8k across the 63 of their papers we have counts for
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A Deep Structured Model with Radius-Margin Bound for 3D Human Activity Recognition
Liang Lin, Keze Wang, Wangmeng Zuo +3
Understanding human activity is very challenging even with the recently developed 3D/depth sensors. To solve this problem, this work investigates a novel deep structured model, whi…
Weighted Schatten -Norm Minimization for Image Denoising and Background Subtraction
Yuan Xie, Shuhang Gu, Yan Liu +3
Low rank matrix approximation (LRMA), which aims to recover the underlying low rank matrix from its degraded observation, has a wide range of applications in computer vision. The l…
Optimization of the Block-level Bit Allocation in Perceptual Video Coding based on MINMAX
Chao Wang, Xuanqin Mou, Lei Zhang
In video coding, it is expected that the encoder could adaptively select the encoding parameters (e.g., quantization parameter) to optimize the bit allocation to different sources…
Learn to Evaluate Image Perceptual Quality Blindly from Statistics of Self-similarity
Wufeng Xue, Xuanqin Mou, Lei Zhang
Among the various image quality assessment (IQA) tasks, blind IQA (BIQA) is particularly challenging due to the absence of knowledge about the reference image and distortion type.…
Bit-Scalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Re-identification
Ruimao Zhang, Liang Lin, Rui Zhang +2
Extracting informative image features and learning effective approximate hashing functions are two crucial steps in image retrieval . Conventional methods often study these two ste…
Towards Effective Codebookless Model for Image Classification
Qilong Wang, Peihua Li, Lei Zhang +1
The bag-of-features (BoF) model for image classification has been thoroughly studied over the last decade. Different from the widely used BoF methods which modeled images with a pr…