New Journey!
Junjie Cai
Research Engineer
Email: caijunjieustc AT gmail DOT com
Tel: 2108605196
New Journey!
Junjie Cai
Research Engineer
Email: caijunjieustc AT gmail DOT com
Tel: 2108605196
Pattern Recognition, Machine Learning, Computer Vision.
Multimedia, Image Retrieval, Social Media.
Amazon Lab 126 Applied Scientist Aug.2021 ~ Current
Manager: Yang Liu
Inceptio Technology Research Engineer Aug.2019 ~ July. 2021
Manager: Yu Liu.
SAIC Innovation Center, Research Engineer May.2017 ~ Aug.2019
Manager: Jerry Yu.
Blippar, Research Scientist Aug.2015 ~ May.2017
Manager: Xuejun Wang and Zachery Zhang.
Canon Research. Research Intern May.2015 ~ Aug. 2015
Supervisor: Jerry Yu.
IBM Watson Research, Research Intern May.2014 ~ Dec. 2014
Supervisor: Sharath Pankanti and Michele Merler.
Fuji-Xerox Palo Alto Laboratory, Inc. (FXPAL). May.2013 ~ Aug. 2013
Supervisor: Qiong Liu, Francine Chen and Dhraj Joshi
Media Search Lab, National University of Singapore. Oct. 2010 ~ May. 2011
Supervisor: Chua Tat-Seng and Zheng-Jun Zha.
Junjie Cai, Jie Yu, Francisco Imai and Qi Tian. Towards Temporal Adaptive Representation For Video Action Recognition.
2016 IEEE International Conference on Image Processing, Phoenix, Arizona, Sep. 25-28, 2016.
Junjie Cai, Michele Merler, Sharath Pankanti and Qi Tian, Heterogeneous Semantic Level Features Fusion for Action Recognition.
2015 ACM International Conference on Multimedia Retrieval(ICMR 2015), Shanghai, China, June.23-26, 2015.
Junjie Cai and Qi Tian. UTSA submission for THUMOS 2015. [source code] [low level Traj Feat] [CNN feature]
2015 International Conference on Computer Vision and Pattern Recognition.
Junjie Cai, Richang Hong, Meng Wang and Qi Tian, Exploring Feature Space with Semantic Attributes. [oral] [Best Student Paper Runner-Up]
2015 IEEE International Conference on Multimedia Expo(ICME 2015), Torino, Italy, June 29- July 3, 2015.
Junjie Cai, Zheng-Jun Zha, Meng Wang, Shiliang Zhang and Qi Tian, An Attribute-assisted Reranking Model for Web Image Search.
IEEE Transaction on Image Processing (TIP), Vol. 24, No. 1, pp 261-272, 2015.
Junjie Cai, Qiong Liu, Chen Francine, Dhiraj Joshi and Qi Tian, Scalable Image Search with Multiple Index Tables. [poster]
2014 ACM International Conference on Multimedia Retrieval(ICMR 2014), Scotland, UK, Apr.1-4, 2014.
Junjie Cai, Zheng-Jun Zha, Shiliang Zhang and Qi Tian, Learning Attribute-aware Dictionary for Image Classification and Search. [oral]
2013 ACM International Conference on Multimedia Retrieval(ICMR 2013), Dallas, Texas, Apr.16-19, 2013.
Junjie Cai, Zheng-Jun Zha, Wengang Zhou and Qi Tian, Attribute-assisted Reranking for Web Image Retrieval, [poster]
2012 ACM International Conference on Multimedia(MM 2012), Nara, Japan, Oct 29 - Nov. 2, 2012.
Junjie Cai, Zheng-Jun Zha, Qi Tian, and Zengfu Wang, Semi-Automatic Flickr Group Suggestion,
2011 ACM International Conference on Multimedia Modeling(MMM 2011), Taipei, Taiwan, Jan. 5-7, 2011.[slides]
Junjie Cai, Zheng-Jun Zha, Yinghai Zhao, and Zengfu Wang, Evaluation Of Histogram Based Interest Point Detector In Web Image Classification And Search,
2010 IEEE International Conference of Multimedia and Expo(ICME 2010), Singapore, July. 19-22, 2010.[poster]
Zhengyuan Yang, Yixuan Zhang, Jerry Yu, Junjie Cai and Jiebo Luo,
End-to-end Multi-Model Multi-Task Vehicle Control for self-driving cars with visual perception, [Best Industrial Related Paper Award]
2018 IEEE International Conference of Pattern Recognition(ICPR 2018), Beijing, Aug. 20-24, 2018.
Richang Hong, Lei LI, Junjie Cai, Meng Wang, and Qi Tian. Coherent Semantic-visual Indexing for Large-scale Image Retrieval in the Cloud.
IEEE Transaction on Image Processing (TIP), 2017.
N.Codella, Junjie Cai, M. Abedini, R. Garnavi, A. Halpern and J.R. Smith.
Deep Learning, Sparse Coding and SVM for Melanoma Recognition in Dermoscopy Images, 2015 Machine Learning in Medical Imaging.
Guangxin Ren, Junjie Cai, and Qi Tian. Scalable Image Search with Reliable Binary Code.
2014 IEEE International Conference of Multimedia (MM 2014), Florida, US, Nov. 7-10, 2014.[poster]
Yuxiang Yang, Junjie Cai, Zheng-Jun Zha and Qi Tian. A Stereo-Vision-Assisted Model For Depth Map Super-Resolution.
2014 IEEE International Conference on Multimedia and Expo(ICME 2014), Chengdu, China, July.14-4, 2014.
Yinghai Zhao, Junjie Cai, and Xiuqing Wu, Sparse Graph Based Transductive Multi-Label Learning for Video Concept Detection,
Journal of Pattern Recognition and Artificial Intelligence(PRAI), 2010.
Xiaojian Zhao, Huanbo Luan, Junjie Cai and Zhoujun Li, Personalized Video Recommendation Based on Viewing History with the Study on Youtube.
2012 ACM International Conference on Internet Multimedia Computing and Service(ICIMCS 2012), Wuhan, China, Sep. 9-11, 2012.
Zheng-Jun Zha, Qi Tian, Junjie Cai and Zengfu Wang, Interactive social group recommendation for Flickr photos.
Journal of Neurocomputing, 2013
2011.09 - 2015.12: Ph.D., Department of Computer Science, University of Texas at San Antonio.
Supervisor: Prof. Qi Tian
2008.06 - 2011.06: M.S., Department of Automation, University of Science and Technology of China.
Supervisor: Prof. Zengfu Wang and Dr. Zheng-Jun Zha.
2004.09 - 2008.06: B.S., Department of Electrical Engineering, Harbin Institute of Technology.
Supervisor: Prof. Xiaohua Zhang and Prof. Si-Jiu Liu
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