Antoni B. Chan

According to our database, Antoni B. Chan authored at least 169 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Generalized Characteristic Function Loss for Crowd Analysis in the Frequency Domain.

Weibo Shu, Jia Wan, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Human attention guided explainable artificial intelligence for computer vision models.

Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao

Neural Networks, 2024

Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting.

Qi Zhang, Yunfei Gong, Daijie Chen, Antoni B. Chan, Hui Huang

CoRR, 2024

The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks.

Ziquan Liu, Yufei Cui, Yan Yan, Yi Xu, Xiangyang Ji, Xue Liu, Antoni B. Chan

CoRR, 2024

FreeDiff: Progressive Frequency Truncation for Image Editing with Diffusion Models.

Wei Wu, Qingnan Fan, Shuai Qin, Hong Gu, Ruoyu Zhao, Antoni B. Chan

CoRR, 2024

Learning Tracking Representations from Single Point Annotations.

Qiangqiang Wu, Antoni B. Chan

CoRR, 2024

Robust Unsupervised Crowd Counting and Localization with Adaptive Resolution SAM.

Jia Wan, Qiangqiang Wu, Wei Lin, Antoni B. Chan

CoRR, 2024

Affecting Audience Valence and Arousal in 360 Immersive Environments: How Powerful Neural Style Transfer Is?

Yanheng Li, Long Bai, Yaxuan Mao, Xuening Peng, Zehao Zhang, Antoni B. Chan, Jixing Li, Xin Tong, Ray LC

Proceedings of the Virtual, Augmented and Mixed Reality, 2024

Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting.

Qi Zhang, Yunfei Gong, Daijie Chen, Antoni B. Chan, Hui Huang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

A Fixed-Point Approach to Unified Prompt-Based Counting.

Wei Lin, Antoni B. Chan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Single-Frame-Based Deep View Synchronization for Unsynchronized Multicamera Surveillance.

Qi Zhang, Antoni B. Chan

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Modeling Noisy Annotations for Point-Wise Supervision.

Jia Wan, Qiangqiang Wu, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Variational Nested Dropout.

Yufei Cui, Yu Mao, Ziquan Liu, Qiao Li, Antoni B. Chan, Xue (Steve) Liu, Tei-Wei Kuo, Chun Jason Xue

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

A Lightweight and Detector-Free 3D Single Object Tracker on Point Clouds.

Yan Xia, Qiangqiang Wu, Wei Li, Antoni B. Chan, Uwe Stilla

IEEE Trans. Intell. Transp. Syst., May, 2023

Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM.

Hui Lan, Ziquan Liu, Janet H. Hsiao, Dan Yu, Antoni B. Chan

IEEE Trans. Neural Networks Learn. Syst., March, 2023

On Distinctive Image Captioning via Comparing and Reweighting.

Jiuniu Wang, Wenjia Xu, Qingzhong Wang, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Retrieval-Augmented Multiple Instance Learning.

Yufei Cui, Ziquan Liu, Yixin Chen, Yuchen Lu, Xinyue Yu, Xue (Steve) Liu, Tei-Wei Kuo, Miguel Rodrigues, Chun Jason Xue, Antoni B. Chan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ODAM: Gradient-based Instance-Specific Visual Explanations for Object Detection.

Chenyang Zhao, Antoni B. Chan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images.

Yufei Cui, Ziquan Liu, Xiangyu Liu, Xue Liu, Cong Wang, Tei-Wei Kuo, Chun Jason Xue, Antoni B. Chan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

The First Visual Object Tracking Segmentation VOTS2023 Challenge Results.

Matej Kristan, Jirí Matas, Martin Danelljan, Michael Felsberg, Hyung Jin Chang, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Zhongqun Zhang, Khanh-Tung Tran, Xuan-Son Vu, Johanna Björklund, Christoph Mayer, Yushan Zhang, Lei Ke, Jie Zhao, Gustavo Fernández, Noor Al-Shakarji, Dong An, Michael Arens, Stefan Becker, Goutam Bhat, Sebastian Bullinger, Antoni B. Chan, Shijie Chang, Hanyuan Chen, Xin Chen, Yan Chen, Zhenyu Chen, Yangming Cheng, Yutao Cui, Chunyuan Deng, Jiahua Dong, Matteo Dunnhofer, Wei Feng, Jianlong Fu, Jie Gao, Ruize Han, Zeqi Hao, Jun-Yan He, Keji He, Zhenyu He, Xiantao Hu, Kaer Huang, Yuqing Huang, Yi Jiang, Ben Kang, Jin-Peng Lan, Hyungjun Lee, Chenyang Li, Jiahao Li, Ning Li, Wangkai Li, Xiaodi Li, Xin Li, Pengyu Liu, Yue Liu, Huchuan Lu, Bin Luo, Ping Luo, Yinchao Ma, Deshui Miao, Christian Micheloni, Kannappan Palaniappan, Hancheol Park, Matthieu Paul, Houwen Peng, Zekun Qian, Gani Rahmon, Norbert Scherer-Negenborn, Pengcheng Shao, Wooksu Shin, Elham Soltani Kazemi, Tianhui Song, Rainer Stiefelhagen, Rui Sun, Chuanming Tang, Zhangyong Tang, Imad Eddine Toubal, Jack Valmadre, Joost van de Weijer, Luc Van Gool, Jash Vira, Stéphane Vujasinovic, Cheng Wan, Jia Wan, Dong Wang, Fei Wang, Feifan Wang, He Wang, Limin Wang, Song Wang, Yaowei Wang, Zhepeng Wang, Gangshan Wu, Jiannan Wu, Qiangqiang Wu, Xiaojun Wu, Anqi Xiao, Jinxia Xie, Chenlong Xu, Min Xu, Tianyang Xu, Yuanyou Xu, Bin Yan, Dawei Yang, Ming-Hsuan Yang, Tianyu Yang, Yi Yang, Zongxin Yang, Xuanwu Yin, Fisher Yu, Hongyuan Yu, Qianjin Yu, Weichen Yu, Yongsheng Yuan, Zehuan Yuan, Jianlin Zhang, Lu Zhang, Tianzhu Zhang, Guodongfang Zhao, Shaochuan Zhao, Yaozong Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang, ChengAo Zong, Kunlong Zuo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Scalable Video Object Segmentation with Simplified Framework.

Qiangqiang Wu, Tianyu Yang, Wei Wu, Antoni B. Chan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks.

Qiangqiang Wu, Tianyu Yang, Ziquan Liu, Baoyuan Wu, Ying Shan, Antoni B. Chan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization.

Ziquan Liu, Yi Xu, Xiangyang Ji, Antoni B. Chan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Optimal Transport Minimization: Crowd Localization on Density Maps for Semi-Supervised Counting.

Wei Lin, Antoni B. Chan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Human Attention-Guided Explainable AI for Object Detection.

Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

Accelerating Monte Carlo Bayesian Prediction via Approximating Predictive Uncertainty Over the Simplex.

Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, Chun Jason Xue

IEEE Trans. Neural Networks Learn. Syst., 2022

Bits-Ensemble: Toward Light-Weight Robust Deep Ensemble by Bits-Sharing.

Yufei Cui, Shangyu Wu, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, Chun Jason Xue

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

On Diversity in Image Captioning: Metrics and Methods.

Qingzhong Wang, Jia Wan, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Kernel-Based Density Map Generation for Dense Object Counting.

Jia Wan, Qingzhong Wang, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2022

PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models.

Ziquan Liu, Lei Yu, Janet H. Hsiao, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2022

RegGeoNet: Learning Regular Representations for Large-Scale 3D Point Clouds.

Qijian Zhang, Junhui Hou, Yue Qian, Antoni B. Chan, Juyong Zhang, Ying He

Int. J. Comput. Vis., 2022

3D Crowd Counting via Geometric Attention-Guided Multi-view Fusion.

Qi Zhang, Antoni B. Chan

Int. J. Comput. Vis., 2022

Wide-Area Crowd Counting: Multi-view Fusion Networks for Counting in Large Scenes.

Qi Zhang, Antoni B. Chan

Int. J. Comput. Vis., 2022

Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios.

Xueying Zhan, Ze-yu Dai, Qingzhong Wang, Qing Li, Haoyi Xiong, Dejing Dou, Antoni B. Chan

CoRR, 2022

An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation.

Ziquan Liu, Yi Xu, Yuanhong Xu, Qi Qian, Hao Li, Rong Jin, Xiangyang Ji, Antoni B. Chan

CoRR, 2022

A Comparative Survey of Deep Active Learning.

Xueying Zhan, Qingzhong Wang, Kuan-Hao Huang, Haoyi Xiong, Dejing Dou, Antoni B. Chan

CoRR, 2022

A Lightweight and Detector-free 3D Single Object Tracker on Point Clouds.

Yan Xia, Qiangqiang Wu, Tianyu Yang, Wei Li, Antoni B. Chan, Uwe Stilla

CoRR, 2022

Asymptotic optimality for active learning processes.

Xueying Zhan, Yaowei Wang, Antoni B. Chan

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Improved Fine-Tuning by Better Leveraging Pre-Training Data.

Ziquan Liu, Yi Xu, Yuanhong Xu, Qi Qian, Hao Li, Xiangyang Ji, Antoni B. Chan, Rong Jin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Calibration-Free Multi-view Crowd Counting.

Qi Zhang, Antoni B. Chan

Proceedings of the Computer Vision - ECCV 2022, 2022

Crowd Counting in the Frequency Domain.

Weibo Shu, Jia Wan, Kay Chen Tan, Sam Kwong, Antoni B. Chan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Boosting Adversarial Robustness From The Perspective of Effective Margin Regularization.

Ziquan Liu, Antoni B. Chan

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Scale-Prior Deformable Convolution for Exemplar-Guided Class-Agnostic Counting.

Wei Lin, Kunlin Yang, Xinzhu Ma, Junyu Gao, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi, Antoni B. Chan

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Angular-Driven Feedback Restoration Networks for Imperfect Sketch Recognition.

Jia Wan, Kaihao Zhang, Hongdong Li, Antoni B. Chan

IEEE Trans. Image Process., 2021

Fine-Grained Crowd Counting.

Jia Wan, Nikil Senthil Kumar, Antoni B. Chan

IEEE Trans. Image Process., 2021

Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets.

Weihong Ren, Xinchao Wang, Jiandong Tian, Yandong Tang, Antoni B. Chan

IEEE Trans. Image Process., 2021

Visual Tracking via Dynamic Memory Networks.

Tianyu Yang, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Improved Fine-tuning by Leveraging Pre-training Data: Theory and Practice.

Ziquan Liu, Yi Xu, Yuanhong Xu, Qi Qian, Hao Li, Antoni B. Chan, Rong Jin

CoRR, 2021

Multiple-criteria Based Active Learning with Fixed-size Determinantal Point Processes.

Xueying Zhan, Qing Li, Antoni B. Chan

CoRR, 2021

The Implicit Biases of Stochastic Gradient Descent on Deep Neural Networks with Batch Normalization.

Ziquan Liu, Yufei Cui, Jia Wan, Yu Mao, Antoni B. Chan

CoRR, 2021

Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression.

Yufei Cui, Ziquan Liu, Qiao Li, Yu Mao, Antoni B. Chan, Chun Jason Xue

CoRR, 2021

Hierarchical learning of Hidden Markov Models with clustering regularization.

Hui Lan, Antoni B. Chan

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Chinese White Dolphin Detection in the Wild.

Hao Zhang, Qi Zhang, Phuong Anh Nguyen, Victor C. S. Lee, Antoni Bert Chan

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Dynamic Momentum Adaptation for Zero-Shot Cross-Domain Crowd Counting.

Qiangqiang Wu, Jia Wan, Antoni B. Chan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Group-based Distinctive Image Captioning with Memory Attention.

Jiuniu Wang, Wenjia Xu, Qingzhong Wang, Antoni B. Chan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

A Comparative Survey: Benchmarking for Pool-based Active Learning.

Xueying Zhan, Huan Liu, Qing Li, Antoni B. Chan

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Meta-Graph Adaptation for Visual Object Tracking.

Qiangqiang Wu, Antoni B. Chan

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning.

Zhirui Dai, Yuepeng Jiang, Yi Li, Bo Liu, Antoni B. Chan, Nuno Vasconcelos

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Cross-View Cross-Scene Multi-View Crowd Counting.

Qi Zhang, Wei Lin, Antoni B. Chan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Progressive Unsupervised Learning for Visual Object Tracking.

Qiangqiang Wu, Jia Wan, Antoni B. Chan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Generalized Loss Function for Crowd Counting and Localization.

Jia Wan, Ziquan Liu, Antoni B. Chan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression.

Yufei Cui, Ziquan Liu, Qiao Li, Antoni B. Chan, Chun Jason Xue

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Eye movement consistency in global-local perceptual processing predicts schizotypy.

Janet H. Hsiao, Sherry Kit Wa Chan, Antoni B. Chan, Yueyuan Zheng, Kam Man Lau, Hei Lam Michelle Tsang

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Incorporating Side Information by Adaptive Convolution.

Di Kang, Debarun Dhar, Antoni B. Chan

Int. J. Comput. Vis., 2020

Wide-Area Crowd Counting: Multi-View Fusion Networks for Counting in Large Scenes.

Qi Zhang, Antoni B. Chan

CoRR, 2020

ALdataset: a benchmark for pool-based active learning.

Xueying Zhan, Antoni Bert Chan

CoRR, 2020

Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations.

Ziquan Liu, Yufei Cui, Antoni B. Chan

CoRR, 2020

Single-Frame based Deep View Synchronization for Unsynchronized Multi-Camera Surveillance.

Qi Zhang, Antoni B. Chan

CoRR, 2020

Over-crowdedness Alert! Forecasting the Future Crowd Distribution.

Yuzhen Niu, Weifeng Shi, Wenxi Liu, Shengfeng He, Jia Pan, Antoni B. Chan

CoRR, 2020

Modeling Noisy Annotations for Crowd Counting.

Jia Wan, Antoni B. Chan

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Fully Nested Neural Network for Adaptive Compression and Quantization.

Yufei Cui, Ziquan Liu, Wuguannan Yao, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, Chun Jason Xue

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Compare and Reweight: Distinctive Image Captioning Using Similar Images Sets.

Jiuniu Wang, Wenjia Xu, Qingzhong Wang, Antoni B. Chan

Proceedings of the Computer Vision - ECCV 2020, 2020

ROAM: Recurrently Optimizing Tracking Model.

Tianyu Yang, Pengfei Xu, Runbo Hu, Hua Chai, Antoni B. Chan

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

The role of eye movement consistency in learning to recognise faces: Computational and experimental examinations.

Janet H. Hsiao, Jeehye An, Antoni B. Chan

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Neighbours Matter: Image Captioning with Similar Images.

Qingzhong Wang, Jiuniu Wang, Antoni B. Chan, Siyu Huang, Haoyi Xiong, Xingjian Li, Dejing Dou

Proceedings of the 31st British Machine Vision Conference 2020, 2020

3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels.

Qi Zhang, Antoni B. Chan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and Tracking.

Di Kang, Zheng Ma, Antoni B. Chan

IEEE Trans. Circuits Syst. Video Technol., 2019

Density-Preserving Hierarchical EM Algorithm: Simplifying Gaussian Mixture Models for Approximate Inference.

Lei Yu, Tianyu Yang, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Is that my hand? An egocentric dataset for hand disambiguation.

Sergio R. Cruz, Antoni B. Chan

Image Vis. Comput., 2019

Towards Diverse and Accurate Image Captions via Reinforcing Determinantal Point Process.

Qingzhong Wang, Antoni B. Chan

CoRR, 2019

Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex.

Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, Chun Jason Xue

CoRR, 2019

A Fully Bayesian Infinite Generative Model for Dynamic Texture Segmentation.

Sahar Yousefi, Mohammad T. Manzuri Shalmani, Antoni B. Chan

CoRR, 2019

Parametric Manifold Learning of Gaussian Mixture Models.

Ziquan Liu, Lei Yu, Janet H. Hsiao, Antoni B. Chan

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

ButtonTips: Design Web Buttons with Suggestions.

Dawei Liu, Ying Cao, Rynson W. H. Lau, Antoni B. Chan

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Hand Detection Using Zoomed Neural Networks.

Sergio R. Cruz, Antoni B. Chan

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.

Matej Kristan, Amanda Berg, Linyu Zheng, Litu Rout, Luc Van Gool, Luca Bertinetto, Martin Danelljan, Matteo Dunnhofer, Meng Ni, Min Young Kim, Ming Tang, Ming-Hsuan Yang, Abdelrahman Eldesokey, Naveen Paluru, Niki Martinel, Pengfei Xu, Pengfei Zhang, Pengkun Zheng, Pengyu Zhang, Philip H. S. Torr, Qi Zhang, Qiang Wang, Qing Guo, Radu Timofte, Jani Käpylä, Rama Krishna Sai Subrahmanyam Gorthi, Richard M. Everson, Ruize Han, Ruohan Zhang, Shan You, Shao-Chuan Zhao, Shengwei Zhao, Shihu Li, Shikun Li, Shiming Ge, Gustavo Fernández, Shuai Bai, Shuosen Guan, Tengfei Xing, Tianyang Xu, Tianyu Yang, Ting Zhang, Tomás Vojír, Wei Feng, Weiming Hu, Weizhao Wang, Abel Gonzalez-Garcia, Wenjie Tang, Wenjun Zeng, Wenyu Liu, Xi Chen, Xi Qiu, Xiang Bai, Xiao-Jun Wu, Xiaoyun Yang, Xier Chen, Xin Li, Alireza Memarmoghadam, Xing Sun, Xingyu Chen, Xinmei Tian, Xu Tang, Xuefeng Zhu, Yan Huang, Yanan Chen, Yanchao Lian, Yang Gu, Yang Liu, Andong Lu, Yanjie Chen, Yi Zhang, Yinda Xu, Yingming Wang, Yingping Li, Yu Zhou, Yuan Dong, Yufei Xu, Yunhua Zhang, Yunkun Li, Anfeng He, Zeyu Wang, Zhao Luo, Zhaoliang Zhang, Zhen-Hua Feng, Zhenyu He, Zhichao Song, Zhihao Chen, Zhipeng Zhang, Zhirong Wu, Zhiwei Xiong, Zhongjian Huang, Anton Varfolomieiev, Zhu Teng, Zihan Ni, Antoni B. Chan, Jirí Matas, Ardhendu Shekhar Tripathi, Arnold W. M. Smeulders, Bala Suraj Pedasingu, Bao Xin Chen, Baopeng Zhang, Baoyuan Wu, Bi Li, Bin He, Bin Yan, Bing Bai, Ales Leonardis, Bing Li, Bo Li, Byeong Hak Kim, Chao Ma, Chen Fang, Chen Qian, Cheng Chen, Chenglong Li, Chengquan Zhang, Chi-Yi Tsai, Michael Felsberg, Chong Luo, Christian Micheloni, Chunhui Zhang, Dacheng Tao, Deepak Gupta, Dejia Song, Dong Wang, Efstratios Gavves, Eunu Yi, Fahad Shahbaz Khan, Roman P. Pflugfelder, Fangyi Zhang, Fei Wang, Fei Zhao, George De Ath, Goutam Bhat, Guangqi Chen, Guangting Wang, Guoxuan Li, Hakan Cevikalp, Hao Du, Joni-Kristian Kämäräinen, Haojie Zhao, Hasan Saribas, Ho Min Jung, Hongliang Bai, Hongyuan Yu, Houwen Peng, Huchuan Lu, Hui Li, Jiakun Li, Luka Cehovin Zajc, Jianhua Li, Jianlong Fu, Jie Chen, Jie Gao, Jie Zhao, Jin Tang, Jing Li, Jingjing Wu, Jingtuo Liu, Jinqiao Wang, Ondrej Drbohlav, Jinqing Qi, Jinyue Zhang, John K. Tsotsos, Jong Hyuk Lee, Joost van de Weijer, Josef Kittler, Jun Ha Lee, Junfei Zhuang, Kangkai Zhang, Kangkang Wang, Alan Lukezic, Kenan Dai, Lei Chen, Lei Liu, Leida Guo, Li Zhang, Liang Wang, Liangliang Wang, Lichao Zhang, Lijun Wang, Lijun Zhou

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Adaptive Density Map Generation for Crowd Counting.

Jia Wan, Antoni B. Chan

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Wide-Area Crowd Counting via Ground-Plane Density Maps and Multi-View Fusion CNNs.

Qi Zhang, Antoni B. Chan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Describing Like Humans: On Diversity in Image Captioning.

Qingzhong Wang, Antoni B. Chan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Residual Regression With Semantic Prior for Crowd Counting.

Jia Wan, Wenhan Luo, Baoyuan Wu, Antoni B. Chan, Wei Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Understanding Individual Differences in Eye Movement Pattern During Scene Perception through Co-Clustering of Hidden Markov Models.

Janet H. Hsiao, Kin Yan Chan, Yuefeng Du, Antoni B. Chan

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

EMHMM: Eye Movement Analysis with Hidden Markov Models and Its Applications in Cognitive Research.

Janet H. Hsiao, Antoni B. Chan

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Color Orchestra: Ordering Color Palettes for Interpolation and Prediction.

Huy Q. Phan, Hongbo Fu, Antoni B. Chan

IEEE Trans. Vis. Comput. Graph., 2018

EMHMM Simulation Study.

Antoni B. Chan, Janet H. Hsiao

CoRR, 2018

CNN+CNN: Convolutional Decoders for Image Captioning.

Qingzhong Wang, Antoni B. Chan

CoRR, 2018

Learning Dynamic Memory Networks for Object Tracking.

Tianyu Yang, Antoni B. Chan

Proceedings of the Computer Vision - ECCV 2018, 2018

Hand Detection using Deformable Part Models on an Egocentric Perspective.

Sergio R. Cruz, Antoni B. Chan

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Fusing Crowd Density Maps and Visual Object Trackers for People Tracking in Crowd Scenes.

Weihong Ren, Di Kang, Yandong Tang, Antoni B. Chan

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Optimal face recognition performance involves a balance between global and local information processing: Evidence from cultural difference.

Zhijie Cheng, William G. Hayward, Antoni B. Chan, Janet H. Hsiao

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Crowd Counting by Adaptively Fusing Predictions from an Image Pyramid.

Di Kang, Antoni B. Chan

Proceedings of the British Machine Vision Conference 2018, 2018

Gated Hierarchical Attention for Image Captioning.

Qingzhong Wang, Antoni B. Chan

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Dynamic Manga: Animating Still Manga via Camera Movement.

Ying Cao, Xufang Pang, Antoni B. Chan, Rynson W. H. Lau

IEEE Trans. Multim., 2017

Martial Arts, Dancing and Sports dataset: A challenging stereo and multi-view dataset for 3D human pose estimation.

Weichen Zhang, Zhiguang Liu, Liuyang Zhou, Howard Leung, Antoni B. Chan

Image Vis. Comput., 2017

Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation.

Sijin Li, Weichen Zhang, Antoni B. Chan

Int. J. Comput. Vis., 2017

Efficient tree-structured SfM by RANSAC generalized Procrustes analysis.

Yisong Chen, Antoni B. Chan, Zhouchen Lin, Kenji Suzuki, Guoping Wang

Comput. Vis. Image Underst., 2017

Mining probabilistic color palettes for summarizing color use in artwork collections.

Ying Cao, Antoni B. Chan, Rynson W. H. Lau

Proceedings of the SIGGRAPH ASIA 2017, Bangkok, Thailand, November 27 - 30, 2017, 2017

Recurrent Filter Learning for Visual Tracking.

Tianyu Yang, Antoni B. Chan

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Video Desnowing and Deraining Based on Matrix Decomposition.

Weihong Ren, Jiandong Tian, Zhi Han, Antoni B. Chan, Yandong Tang

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Insomniacs Misidentify Angry Faces as Fearful Faces Because of Missing the Eyes: an Eye-Tracking Study.

Jinxiao Zhang, Antoni B. Chan, Esther Y. Y. Lau, Janet H. Hsiao

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Learning word embeddings via context grouping.

Yun Ma, Qing Li, Zhenguo Yang, Wenyin Liu, Antoni B. Chan

Proceedings of the ACM Turing 50th Celebration Conference, 2017

2016

Directing user attention via visual flow on web designs.

Xufang Pang, Ying Cao, Rynson W. H. Lau, Antoni B. Chan

ACM Trans. Graph., 2016

Counting People Crossing a Line Using Integer Programming and Local Features.

Zheng Ma, Antoni B. Chan

IEEE Trans. Circuits Syst. Video Technol., 2016

Crowd Counting by Adapting Convolutional Neural Networks with Side Information.

Di Kang, Debarun Dhar, Antoni B. Chan

CoRR, 2016

Patternista: learning element style compatibility and spatial composition for ring-based layout decoration.

Huy Quoc Phan, Jingwan Lu, Paul Asente, Antoni B. Chan, Hongbo Fu

Proceedings of the 5th Joint Symposium on Computational Aesthetics, 2016

Mind reading: Discovering individual preferences from eye movements using switching hidden Markov models.

Tim Chuk, Antoni B. Chan, Shinsuke Shimojo, Janet H. Hsiao

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Analytic Eye Movement Patterns in Face Recognition are Associated with Better Performance and more Top-down Control of Visual Attention: an fMRI Study.

Cynthia Y. H. Chan, J. J. Wong, Antoni B. Chan, Tatia M. C. Lee, Janet H. Hsiao

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Hidden Markov Modeling of eye movements with image information leads to better discovery of regions of interest.

Stephan Brueggemann, Antoni B. Chan, Janet H. Hsiao

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

Enhanced Figure-Ground Classification With Background Prior Propagation.

Yisong Chen, Antoni B. Chan

IEEE Trans. Image Process., 2015

Leveraging Long-Term Predictions and Online Learning in Agent-Based Multiple Person Tracking.

Wenxi Liu, Antoni B. Chan, Rynson W. H. Lau, Dinesh Manocha

IEEE Trans. Circuits Syst. Video Technol., 2015

A Scalable and Accurate Descriptor for Dynamic Textures Using Bag of System Trees.

Adeel Mumtaz, Emanuele Coviello, Gert R. G. Lanckriet, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Heterogeneous Multi-task Learning for Human Pose Estimation with Deep Convolutional Neural Network.

Sijin Li, Zhi-Qiang Liu, Antoni B. Chan

Int. J. Comput. Vis., 2015

FlexyFont: Learning Transferring Rules for Flexible Typeface Synthesis.

Quoc Huy Phan, Hongbo Fu, Antoni B. Chan

Comput. Graph. Forum, 2015

An SVD-based Multimodal Clustering method for Social Event Detection.

Yun Ma, Qing Li, Zhenguo Yang, Zheng Lu, Haiwei Pan, Antoni B. Chan

Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

Small instance detection by integer programming on object density maps.

Zheng Ma, Lei Yu, Antoni B. Chan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Hidden Markov model analysis reveals better eye movement strategies in face recognition.

Tim Chuk, Antoni B. Chan, Janet H. Hsiao

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Eye Movement Pattern in Face Recognition is Associated with Cognitive Decline in the Elderly.

Cynthia Y. H. Chan, Antoni B. Chan, Tatia M. C. Lee, Janet H. Hsiao

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014

Look over here: attention-directing composition of manga elements.

Ying Cao, Rynson W. H. Lau, Antoni B. Chan

ACM Trans. Graph., 2014

A Robust Likelihood Function for 3D Human Pose Tracking.

Weichen Zhang, Lifeng Shang, Antoni B. Chan

IEEE Trans. Image Process., 2014

Clustering hidden Markov models with variational HEM.

Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

J. Mach. Learn. Res., 2014

A Robust Panel Extraction Method for Manga.

Xufang Pang, Ying Cao, Rynson W. H. Lau, Antoni B. Chan

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Joint Motion Segmentation and Background Estimation in Dynamic Scenes.

Adeel Mumtaz, Weichen Zhang, Antoni B. Chan

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Look Closely: Learning Exemplar Patches for Recognizing Textiles from Product Images.

Quoc Huy Phan, Hongbo Fu, Antoni B. Chan

Proceedings of the Computer Vision - ACCV 2014, 2014

3D Human Pose Estimation from Monocular Images with Deep Convolutional Neural Network.

Sijin Li, Antoni B. Chan

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

A Bag of Systems Representation for Music Auto-Tagging.

Katherine Ellis, Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

IEEE ACM Trans. Audio Speech Lang. Process., 2013

Clustering Dynamic Textures with the Hierarchical EM Algorithm for Modeling Video.

Adeel Mumtaz, Emanuele Coviello, Gert R. G. Lanckriet, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2013

On Approximate Inference for Generalized Gaussian Process Models.

Lifeng Shang, Antoni B. Chan

CoRR, 2013

That was fast! Speeding up NN search of high dimensional distributions.

Emanuele Coviello, Adeel Mumtaz, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the 30th International Conference on Machine Learning, 2013

Objective measures of IS usage behavior under conditions of experience and pressure using eye fixation data.

Andreas Eckhardt, Christian Maier, JJ Po-An Hsieh, Tim Chuk, Antoni B. Chan, Janet H. Hsiao, Ricardo Buettner

Proceedings of the International Conference on Information Systems, 2013

Crossing the Line: Crowd Counting by Integer Programming with Local Features.

Zheng Ma, Antoni B. Chan

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Understanding eye movements in face recognition with hidden Markov model.

Tim Chuk, Alvin C. W. Ng, Emanuele Coviello, Antoni B. Chan, Janet H. Hsiao

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Surveillance of Crowded Environments: Modeling the Crowd by Its Global Properties.

Antoni B. Chan, Nuno Vasconcelos

Proceedings of the Modeling, Simulation and Visual Analysis of Crowds, 2013

2012

Automatic stylistic manga layout.

Ying Cao, Antoni B. Chan, Rynson W. H. Lau

ACM Trans. Graph., 2012

Counting People With Low-Level Features and Bayesian Regression.

Antoni B. Chan, Nuno Vasconcelos

IEEE Trans. Image Process., 2012

The variational hierarchical EM algorithm for clustering hidden Markov models.

Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Multivariate Autoregressive Mixture Models for Music Auto-Tagging.

Emanuele Coviello, Yonatan Vaizman, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Growing a bag of systems tree for fast and accurate classification.

Emanuele Coviello, Adeel Mumtaz, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Adaptive figure-ground classification.

Yisong Chen, Antoni B. Chan, Guoping Wang

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Time Series Models for Semantic Music Annotation.

Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

IEEE Trans. Speech Audio Process., 2011

Generalized Stauffer-Grimson background subtraction for dynamic scenes.

Antoni B. Chan, Vijay Mahadevan, Nuno Vasconcelos

Mach. Vis. Appl., 2011

Tech Report A Variational HEM Algorithm for Clustering Hidden Markov Models

Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

CoRR, 2011

Genre Classification and the Invariance of MFCC Features to Key and Tempo.

Tom L. H. Li, Antoni B. Chan

Proceedings of the Advances in Multimedia Modeling, 2011

Generalized Gaussian process models.

Antoni B. Chan, Daxiang Dong

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Modeling Music as a Dynamic Texture.

Luke Barrington, Antoni B. Chan, Gert R. G. Lanckriet

IEEE Trans. Speech Audio Process., 2010

Automatic Music Tagging With Time Series Models.

Emanuele Coviello, Luke Barrington, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Clustering dynamic textures with the hierarchical EM algorithm.

Antoni B. Chan, Emanuele Coviello, Gert R. G. Lanckriet

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Layered Dynamic Textures.

Antoni B. Chan, Nuno Vasconcelos

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Bayesian Poisson regression for crowd counting.

Antoni B. Chan, Nuno Vasconcelos

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Dynamic texture models of music.

Luke Barrington, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the IEEE International Conference on Acoustics, 2009

Variational layered dynamic textures.

Antoni B. Chan, Nuno Vasconcelos

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Beyond dynamic textures : a family of stochastic dynamical models for video with applications to computer vision.

Antoni B. Chan

PhD thesis, 2008

Modeling, Clustering, and Segmenting Video with Mixtures of Dynamic Textures.

Antoni B. Chan, Nuno Vasconcelos

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Privacy preserving crowd monitoring: Counting people without people models or tracking.

Antoni B. Chan, Zhang-Sheng John Liang, Nuno Vasconcelos

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Supervised Learning of Semantic Classes for Image Annotation and Retrieval.

Gustavo Carneiro, Antoni B. Chan, Pedro J. Moreno, Nuno Vasconcelos

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Direct convex relaxations of sparse SVM.

Antoni B. Chan, Nuno Vasconcelos, Gert R. G. Lanckriet

Proceedings of the Machine Learning, 2007

Audio Information Retrieval using Semantic Similarity.

Luke Barrington, Antoni B. Chan, Douglas Turnbull, Gert R. G. Lanckriet

Proceedings of the IEEE International Conference on Acoustics, 2007

Classifying Video with Kernel Dynamic Textures.

Antoni B. Chan, Nuno Vasconcelos

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

On measuring the change in size of pulmonary nodules.

Anthony P. Reeves, Antoni B. Chan, David F. Yankelevitz, Claudia I. Henschke, Bryan Kressler, William J. Kostis

IEEE Trans. Medical Imaging, 2006

2005

Mixtures of Dynamic Textures.

Antoni B. Chan, Nuno Vasconcelos

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Probabilistic Kernels for the Classification of Auto-Regressive Visual Processes.

Antoni B. Chan, Nuno Vasconcelos

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005