Search Results - "Chunxiao Fan"

Deep learning for monocular depth estimation: A review by Ming, Yue, Meng, Xuyang, Fan, Chunxiao, Yu, Hui

“…•Recent development in deep learning for monocular depth estimation is reviewed.•Depth estimation is classified into supervised, unsupervised, and…”
Get full text

Robust facial expression recognition with global-local joint representation learning by Fan, Chunxiao, Wang, Zhenxing, Li, Jia, Wang, Shanshan, Sun, Xiao

“…As an important part in computer vision, facial expression recognition (FER) has received extensive attention, but it still has lots of challenges in this…”
Get full text

Dynamic degradation learning for real-world image super-resolution by Fan, Chunxiao, Wu, Qiong, Ye, Xiang

“…Deep learning-based image super-resolution (SR) methods typically require high-resolution (HR) and corresponding low-resolution (LR) images to train SR…”
Get full text

Visuals to Text: A Comprehensive Review on Automatic Image Captioning by Ming, Yue, Hu, Nannan, Fan, Chunxiao, Feng, Fan, Zhou, Jiangwan, Yu, Hui

“…Image captioning refers to automatic generation of descriptive texts according to the visual content of images. It is a technique integrating multiple…”
Get full text

A novel lossless compression framework for facial depth images in expression recognition by Fan, Chunxiao, Li, Fu, Jiao, Yang, Liu, Xueliang

“…With the development of AR and VR, depth images are widely used for facial expression analysis and recognition. To reduce the storage size and save bandwidth,…”
Get full text

Uniform Local Binary Pattern Based Texture-Edge Feature for 3D Human Behavior Recognition by Ming, Yue, Wang, Guangchao, Fan, Chunxiao

“…With the rapid development of 3D somatosensory technology, human behavior recognition has become an important research field. Human behavior feature analysis…”
Get full text

M‐CoTransT: Adaptive spatial continuity in visual tracking by Fan, Chunxiao, Zhang, Runqing, Ming, Yue

“…Visual tracking is an important area in computer vision. Based on the Siamese network, current tracking methods employ the self‐attention block in…”
Get full text

Joint Transceiver and Power Splitter Design Over Two-Way Relaying Channel With Lattice Codes and Energy Harvesting by Wen, Zhigang, Wang, Shuai, Fan, Chunxiao, Xiang, Weidong

“…This letter considers a compute-and-forward two-way relaying channel with simultaneous wireless information and power transfer based on nested lattice codes…”
Get full text

A novel lossless compression encoding framework for SAR remote sensing images by Fan, Chunxiao, Hu, Zhou, Jia, Lu, Min, Hai

“…The resolution of SAR (synthetic-aperture radar) remote sensing images becomes higher to provide more details, but these images contain more data, which…”
Get full text

A novel perceptual loss function for single image super-resolution by Wu, Qiong, Fan, Chunxiao, Li, Yong, Li, Yang, Hu, Jiahao

“…In recent years, various deep neural networks have been proposed to improve the performance in the single image super-resolution (SISR) task. The commonly used…”
Get full text

Learning iterative quantization binary codes for face recognition by Tian, Lei, Fan, Chunxiao, Ming, Yue

“…Binary feature descriptors have been widely used in computer vision field due to their excellent discriminative power and strong robustness, and local binary…”
Get full text

Reliable and Fast Mapping of Keypoints on Large-Size Remote Sensing Images by Use of Multiresolution and Global Information by Li, Yong, Qiao, Wei, Jin, Hongbin, Jing, Jing, Fan, Chunxiao

“…This letter proposes a multiresolution technique to address the high computational cost in remote sensing image registration. The scale-invariant feature…”
Get full text

Learning Transformation-Invariant Representations for Image Recognition With Drop Transformation Networks by Fan, Chunxiao, Li, Yang, Wang, Guijin, Li, Yong

“…This paper proposes a drop transformation networks (DTNs), a novel framework of learning transformation-invariant representations of images with good…”
Get full text

An Improved Signed Digit Representation Approach for Constant Vector Multiplication by Fan, Chunxiao, Niu, Yi, Shi, Guangming, Li, Fu, Qi, Fei, Xie, Xuemei, Jiao, Dandan

“…In this brief, the multiplier-free implementation of the constant vector multiplication is reexamined. A novel improved signed digit representation technique…”
Get full text

A novel perceptual loss function for single image super-resolution by Wu, Qiong, Fan, Chunxiao, Li, Yong, Li, Yang, Hu, Jiahao

Get full text

Improving deep neural network with Multiple Parametric Exponential Linear Units by Li, Yang, Fan, Chunxiao, Li, Yong, Wu, Qiong, Ming, Yue

“…Activation function is crucial to the recent successes of deep neural networks. In this paper, we first propose a new activation function, Multiple Parametric…”
Get full text

CORNet: Context-Based Ordinal Regression Network for Monocular Depth Estimation by Meng, Xuyang, Fan, Chunxiao, Ming, Yue, Yu, Hui

“…Monocular depth estimation, as one of the fundamental tasks of computer vision, plays a crucial role in three-dimensional (3D) scene understanding and…”
Get full text

VFL—A deep learning-based framework for classifying walking gaits into emotions by Sun, Xiao, Su, Kai, Fan, Chunxiao

“…Human emotion is perceived not only in facial expressions but also in every kind of body language, including a human’s walking gait. In this paper, we propose…”
Get full text

MP-LN: motion state prediction and localization network for visual object tracking by Fan, Chunxiao, Zhang, Runqing, Ming, Yue

“…Visual object tracking is an important topic in computer vision, where the methods extracting features from the appearance of the object have made a…”
Get full text

Knowledge base question answering via path matching by Fan, Chunxiao, Chen, Wentong, Wu, Yuexin

“…Knowledge base question answering (KBQA) refers to combining the information in the knowledge base to obtain an answer for an objective question. However, most…”
Get full text