Search Results - "Hongxun Yao"
-
1
Deep Feature Fusion for VHR Remote Sensing Scene Classification
Published in IEEE transactions on geoscience and remote sensing (01-08-2017)“…The rapid development of remote sensing technology allows us to get images with high and very high resolution (VHR). VHR imagery scene classification has…”
Get full text
Journal Article -
2
Sparse coding based visual tracking: Review and experimental comparison
Published in Pattern recognition (01-07-2013)“…Recently, sparse coding has been successfully applied in visual tracking. The goal of this paper is to review the state-of-the-art tracking methods based on…”
Get full text
Journal Article -
3
Pix2Vox: Context-Aware 3D Reconstruction From Single and Multi-View Images
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01-10-2019)“…Recovering the 3D representation of an object from single-view or multi-view RGB images by deep neural networks has attracted increasing attention in the past…”
Get full text
Conference Proceeding -
4
Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression
Published in IEEE transactions on multimedia (01-03-2017)“…Previous works on image emotion analysis mainly focused on predicting the dominant emotion category or the average dimension values of an image for affective…”
Get full text
Journal Article -
5
Efficient Regional Memory Network for Video Object Segmentation
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-01-2021)“…Recently, several Space-Time Memory based networks have shown that the object cues (e.g. video frames as well as the segmented object masks) from the past…”
Get full text
Conference Proceeding -
6
Hedged Deep Tracking
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2016)“…In recent years, several methods have been developed to utilize hierarchical features learned from a deep convolutional neural network (CNN) for visual…”
Get full text
Conference Proceeding -
7
A Biologically Inspired Appearance Model for Robust Visual Tracking
Published in IEEE transaction on neural networks and learning systems (01-10-2017)“…In this paper, we propose a biologically inspired appearance model for robust visual tracking. Motivated in part by the success of the hierarchical…”
Get full text
Journal Article -
8
HPnet: Hybrid Parallel Network for Human Pose Estimation
Published in Sensors (Basel, Switzerland) (30-04-2023)“…Hybrid models which combine the convolution and transformer model achieve impressive performance on human pose estimation. However, the existing hybrid models…”
Get full text
Journal Article -
9
Center-push loss for joint view-based 3D model classification and retrieval feature learning
Published in Signal, image and video processing (01-06-2023)“…View-based 3D model classification and retrieval are increasingly important in various fields. High classification accuracy and retrieval precision are…”
Get full text
Journal Article -
10
Task-Dependent Visual-Codebook Compression
Published in IEEE transactions on image processing (01-04-2012)“…A visual codebook serves as a fundamental component in many state-of-the-art computer vision systems. Most existing codebooks are built based on quantizing…”
Get full text
Journal Article -
11
An Informative Feature Selection Method Based on Sparse PCA for VHR Scene Classification
Published in IEEE geoscience and remote sensing letters (01-02-2016)“…Understanding the scenes provided by very high resolution satellite (VHR) imagery has become a critical task. In this letter, we propose a new informative…”
Get full text
Journal Article -
12
Non-Rigid Object Contour Tracking via a Novel Supervised Level Set Model
Published in IEEE transactions on image processing (01-11-2015)“…We present a novel approach to non-rigid objects contour tracking in this paper based on a supervised level set model (SLSM). In contrast to most existing…”
Get full text
Journal Article -
13
Social Attribute-Aware Force Model: Exploiting Richness of Interaction for Abnormal Crowd Detection
Published in IEEE transactions on circuits and systems for video technology (01-07-2015)“…Interactions among pedestrians usually play an important role in understanding crowd behavior. However, there are great challenges, such as occlusions, motion,…”
Get full text
Journal Article -
14
Event Tactic Analysis Based on Broadcast Sports Video
Published in IEEE transactions on multimedia (01-01-2009)“…Most existing approaches on sports video analysis have concentrated on semantic event detection. Sports professionals, however, are more interested in tactic…”
Get full text
Journal Article -
15
Crop Classification from Drone Imagery Based on Lightweight Semantic Segmentation Methods
Published in Remote sensing (Basel, Switzerland) (01-11-2024)“…Technological advances have dramatically improved precision agriculture, and accurate crop classification is a key aspect of precision agriculture (PA). The…”
Get full text
Journal Article -
16
Object contour tracking via adaptive data-driven kernel
Published in EURASIP journal on advances in signal processing (28-02-2020)“…We present a novel approach to non-rigid object tracking in this paper by deriving an adaptive data-driven kernel. In contrast with conventional kernel-based…”
Get full text
Journal Article -
17
Focal CTC Loss for Chinese Optical Character Recognition on Unbalanced Datasets
Published in Complexity (New York, N.Y.) (01-01-2019)“…In this paper, we propose a novel deep model for unbalanced distribution Character Recognition by employing focal loss based connectionist temporal…”
Get full text
Journal Article -
18
Dancelets Mining for Video Recommendation Based on Dance Styles
Published in IEEE transactions on multimedia (01-04-2017)“…Dance is a unique and meaningful type of human expression, composed of abundant and various action elements. However, existing methods based on associated…”
Get full text
Journal Article -
19
Visual tracking via weakly supervised learning from multiple imperfect oracles
Published in Pattern recognition (01-03-2014)“…Notwithstanding many years of progress, visual tracking is still a difficult but important problem. Since most top-performing tracking methods have their…”
Get full text
Journal Article -
20
Action recognition based on overcomplete independent components analysis
Published in Information sciences (10-10-2014)“…Existing works on action recognition rely on two separate stages: (1) designing hand-designed features or learning features from video data; (2) classifying…”
Get full text
Journal Article