Junbiao Pang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 27

Top Topics

Image Classification

Topic Detection

Codebook Generation

Feature Extraction

Top Venues

Publications

Jiaqi Wu, Junbiao Pang, Qingming Huang
Feature-based Perturbation Makes a Better Ensemble Learning for SSL Classification. CVIPPR (2024)
Jiaxin Deng, Junbiao Pang, Baochang Zhang
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization. CoRR (2024)
Junbiao Pang, Tianyang Cai, Baochang Zhang, Jiaqi Wu, Ye Tao
Push Quantization-Aware Training Toward Full Precision Performances via Consistency Regularization. CoRR (2024)
Jiaxin Deng, Junbiao Pang, Baochang Zhang, Tian Wang
Effective Gradient Sample Size via Variation Estimation for Accelerating Sharpness aware Minimization. CoRR (2024)
Junbiao Pang, Muhammad Ayub Sabir, Zhuyun Wang, Anjing Hu, Xue Yang, Haitao Yu, Qingming Huang
Finding A Taxi with Illegal Driver Substitution Activity via Behavior Modelings. CoRR (2024)
Junbiao Pang, Zailin Dong, Jiaxin Deng, Mengyuan Zhu, Yunwei Zhang
Pixel-Wise Symbol Spotting via Progressive Points Location for Parsing CAD Images. CoRR (2024)
Jiaqi Wu, Junbiao Pang, Qingming Huang
Ensemble of Distinct Students for SSL 2D Pose Estimation. CVIPPR (2024)
Junbiao Pang, Baocheng Xiong, Jiaqi Wu
Modeling Multi-Granularity Context Information Flow for Pavement Crack Detection. CoRR (2024)
Jiaqi Wu, Junbiao Pang, Baochang Zhang, Qingming Huang
A Channel-ensemble Approach: Unbiased and Low-variance Pseudo-labels is Critical for Semi-supervised Classification. CoRR (2024)
Jiaqi Wu, Junbiao Pang, Qingming Huang
Generating Unbiased Pseudo-labels via a Theoretically Guaranteed Chebyshev Constraint to Unify Semi-supervised Classification and Regression. CoRR (2023)
Jiaqi Wu, Junbiao Pang, Qingming Huang
Modeling the Uncertainty with Maximum Discrepant Students for Semi-supervised 2D Pose Estimation. CoRR (2023)
Lijuan Duan, Jun Zeng, Junbiao Pang, Junzhe Wang
Pavement Crack Detection Using Multi-stage Structural Feature Extraction Model. ICIP (2021)
Lijuan Duan, Huiling Geng, Junbiao Pang, Jun Zeng
Unsupervised Pixel-level Crack Detection Based on Generative Adversarial Network. ICMSSP (2020)
Junbiao Pang, Anjing Hu, Qingming Huang, Qi Tian, Baocai Yin
Increasing Interpretation of Web Topic Detection via Prototype Learning From Sparse Poisson Deconvolution. IEEE Trans. Cybern. 49 (3) (2019)
Junbiao Pang, Jing Huang, Yong Du, Haitao Yu, Qingming Huang, Baocai Yin
Learning to Predict Bus Arrival Time From Heterogeneous Measurements via Recurrent Neural Network. IEEE Trans. Intell. Transp. Syst. 20 (9) (2019)
Lijuan Duan, Huiling Geng, Jun Zeng, Junbiao Pang, Qingming Huang
Fast and Accurately Measuring Crack Width via Cascade Principal Component Analysis. MMAsia (2019)
Junbiao Pang, Fei Tao, Qingming Huang, Qi Tian, Baocai Yin
Two Birds With One Stone: A Coupled Poisson Deconvolution for Detecting and Describing Topics From Multimodal Web Data. IEEE Trans. Neural Networks Learn. Syst. 30 (8) (2019)
Jinzhong Lin, Junbiao Pang, Li Su, Yugui Liu, Qingming Huang
Accelerating Topic Detection on Web for a Large-Scale Data Set via Stochastic Poisson Deconvolution. MMM (1) (2019)
Junbiao Pang, Fei Tao, Liang Li, Qingming Huang, Baocai Yin, Qi Tian
A two-step approach to describing web topics via probable keywords and prototype images from background-removed similarities. Neurocomputing 275 (2018)
Junbiao Pang, Jing Huang, Xue Yang, Zuyun Wang, Haitao Yu, Qingming Huang, Baocai Yin
Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization. IEEE Trans. Intell. Transp. Syst. 19 (10) (2018)
Junbiao Pang, Jing Huang, Weigang Zhang, Qingming Huang, Baocai Yin
Justify role of Similarity Diffusion Process in cross-media topic ranking: an empirical evaluation. Multim. Tools Appl. 76 (23) (2017)
Junbiao Pang, Jing Huang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin
Rotative maximal pattern: A local coloring descriptor for object classification and recognition. Inf. Sci. 405 (2017)
Jian Li, Li Su, Bo Wu, Junbiao Pang, Chunfeng Wang, Zhe Wu, Qingming Huang
Webpage saliency prediction with multi-features fusion. ICIP (2016)
Guorong Li, Shuqiang Jiang, Weigang Zhang, Junbiao Pang, Qingming Huang
Online web video topic detection and tracking with semi-supervised learning. Multim. Syst. 22 (1) (2016)
Junbiao Pang, Huihuang Lin, Li Su, Chunjie Zhang, Weigang Zhang, Lijuan Duan, Qingming Huang, Baocai Yin
Accelerate convolutional neural networks for binary classification via cascading cost-sensitive feature. ICIP (2016)
Fei Tao, Junbiao Pang, Chunjie Zhang, Liang Li, Li Su, Weigang Zhang, Qingming Huang, Guiping Su
Robust latent poisson deconvolution from multiple imperfect features for web topic detection. ICME (2016)
Junbiao Pang, Fei Tao, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin
Robust Latent Poisson Deconvolution From Multiple Features for Web Topic Detection. IEEE Trans. Multim. 18 (12) (2016)
Junbiao Pang, Lei Qin, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin
Local Laplacian Coding From Theoretical Analysis of Local Coding Schemes for Locally Linear Classification. IEEE Trans. Cybern. 45 (12) (2015)
Chunjie Zhang, Jian Cheng, Yifan Zhang, Jing Liu, Chao Liang, Junbiao Pang, Qingming Huang, Qi Tian
Image classification using boosted local features with random orientation and location selection. Inf. Sci. 310 (2015)
Junbiao Pang, Chunjie Zhang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin
Online dictionary learning for Local Coordinate Coding with Locality Coding Adaptors. Neurocomputing 157 (2015)
Junbiao Pang, Fei Jia, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin
Unsupervised Web Topic Detection Using A Ranked Clustering-Like Pattern Across Similarity Cascades. IEEE Trans. Multim. 17 (6) (2015)
Hao Liu, Bingpeng Ma, Lei Qin, Junbiao Pang, Chunjie Zhang, Qingming Huang
Set-label modeling and deep metric learning on person re-identification. Neurocomputing 151 (2015)
Chunjie Zhang, Jian Cheng, Jing Liu, Junbiao Pang, Qingming Huang, Qi Tian
Beyond Explicit Codebook Generation: Visual Representation Using Implicitly Transferred Codebooks. IEEE Trans. Image Process. 24 (12) (2015)
Weigang Zhang, Tianlong Chen, Guorong Li, Junbiao Pang, Qingming Huang, Wen Gao
Fusing cross-media for topic detection by dense keyword groups. Neurocomputing 169 (2015)
Fei Jia, Junbiao Pang, Weigang Zhang, Guorong Li, Chunjie Zhang, Qingming Huang, Yugui Liu
Web topic detection using a ranked clustering-like pattern across similarity cascades. ICME (2014)
Chunjie Zhang, Jing Liu, Chao Liang, Zhe Xue, Junbiao Pang, Qingming Huang
Image classification by non-negative sparse coding, correlation constrained low-rank and sparse decomposition. Comput. Vis. Image Underst. 123 (2014)
Zhe Xue, Guorong Li, Weigang Zhang, Junbiao Pang, Qingming Huang
Topic detection in cross-media: a semi-supervised co-clustering approach. Int. J. Multim. Inf. Retr. 3 (3) (2014)
Chunjie Zhang, Jian Cheng, Jing Liu, Junbiao Pang, Chao Liang, Qingming Huang, Qi Tian
Object categorization in sub-semantic space. Neurocomputing 142 (2014)
Chunjie Zhang, Xian Xiao, Junbiao Pang, Chao Liang, Yifan Zhang, Qingming Huang
Beyond visual word ambiguity: Weighted local feature encoding with governing region. J. Vis. Commun. Image Represent. 25 (6) (2014)
Hongwei Hu, Bo Ma, Tao Xu, Junbiao Pang
Nonlinear learning using LCC for online visual tracking. ICME (2014)
Chunjie Zhang, Chao Liang, Junbiao Pang, Yifan Zhang, Jing Liu, Lei Qin, Qingming Huang
Undoing the codebook bias by linear transformation with sparsity and F-norm constraints for image classification. Pattern Recognit. Lett. 45 (2014)
Chunjie Zhang, Yifan Zhang, Shuhui Wang, Junbiao Pang, Chao Liang, Qingming Huang, Qi Tian
Undo the codebook bias by linear transformation for visual applications. ACM Multimedia (2013)
Guorong Li, Weigang Zhang, Junbiao Pang, Qingming Huang, Shuqiang Jiang
Online Web-Video Topic Detection and Tracking with Semi-supervised Learning. PCM (2013)
Junbiao Pang, Qingming Huang, Baocai Yin, Lei Qin, Dan Wang
Stochastic boosting for large-scale image classification. ICIP (2013)
Lei Qin, Zhongwei Cheng, Qingming Huang, Junbiao Pang
Interactive event detection in crowd scenes. ICIMCS (2012)
Guorong Li, Qingming Huang, Junbiao Pang, Shuqiang Jiang, Lei Qin
Online selection of the best k-feature subset for object tracking. J. Vis. Commun. Image Represent. 23 (2) (2012)
Qingyuan Wang, Junbiao Pang, Guoyi Liu, Lei Qin, Qingming Huang, Shuqiang Jiang
Color Maximal-Dissimilarity Pattern for pedestrian detection. ICPR (2012)
Junbiao Pang, Qingming Huang, Baocai Yin, Lei Qin, Dan Wang
Theoretical analysis of learning local anchors for classification. ICPR (2012)
Junbiao Pang, Qingming Huang, Shuicheng Yan, Shuqiang Jiang, Lei Qin
Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness. IEEE Trans. Image Process. 20 (5) (2011)
Guorong Li, Lei Qin, Qingming Huang, Junbiao Pang, Shuqiang Jiang
Treat samples differently: Object tracking with semi-supervised online CovBoost. ICCV (2011)
Junbiao Pang, Qingming Huang, Shuqiang Jiang, Zhipeng Wu
Transfer pedestrian detector towards view-adaptiveness and efficiency. ICCV Workshops (2009)
Junbiao Pang, Qingming Huang, Shuqiang Jiang
Multiple Instance Boost Using Graph Embedding Based Decision Stump for Pedestrian Detection. ECCV (4) (2008)
Junbiao Pang, Qingming Huang, Shuqiang Jiang, Wen Gao
Pedestrian detection via logistic multiple instance boosting. ICIP (2008)
Junbiao Pang, Laiyun Qing, Qingming Huang, Shuqiang Jiang, Wen Gao
Monocular Tracking 3D People By Gaussian Process Spatio-Temporal Variable Model. ICIP (5) (2007)