Chengjiang Long 龙成江[CV]

Ph.D.
Computer Vision Researcher (Senior R&D Engineer) Kitware Inc.
28 Corporate Driver, Clifton Park, NY 12065

Email: chengjiang.long@kitware.com




 

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Research Interests

  • Computer Vision, Machine Learning and Artificial Intelligent
    • Deep learning, active learning, collaborative learning, distributed learning, multiple XXX learning, object recognition, image/video processing, image/video segmentation, object detection.
  • Computer Graphics and Visualization
    • Point cloud related research, mesh reconstruction and 2D/3D visualization.

Selected Publications (The full list can be found in My Google Scholar)

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How Does A Camera Look At One 3D CAD Object?

Chuang Xing, Chengjiang Long , Hao Guo , Yongwei Nie , Yuan Zhang , Dehai Zhu , Qin Ma , and Mengxiao Tian

In Proc. IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Boston, MA, Nov 6-8, 2017.

[PDF] [Full Version PDF] [BibTeX]

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A C3D-based Convolutional Neural Network for Frame Dropping Detection in a Single Video Shot

Chengjiang Long, Eric Smith, Arslan Basharat, and Anthony Hoogs

In Proc. IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) on Media Forensics, Honolulu, Hawaii, July 26, 2017.

[PDF] [Oral Presentation Slides] [BibTeX]

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Correlational Gaussian Processes for Cross-domain Visual Recognition

Chengjiang Long and Gang Hua

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, July 21-26, 2017.

[PDF] [Poster] [BibTeX] (Top 3 conference, acceptance: 20.18%)

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L2GSCI: Local to Global Seam Cutting and Integrating for Accurate Face Contour Extraction

Yongwei Nie, Xu Cao, Chengjiang Long, Ping Li, and Guiqing Li

arXiv, 2017.

[PDF] [BibTeX] (Cite as arXiv:1703.01605)

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Collaborative Active Visual Recognition from Crowds: A Distributed Ensemble Approach

Gang Hua, Chengjiang Long, Ming Yang, and Yan Gao

IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), 2017.

[PDF] [BibTeX] (Top 2 journal)

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A Joint Gaussian Process Model for Active Visual Recognition with Expertise Estimation in Crowdsourcing.

Chengjiang Long, Gang Hua, and Ashishi Kapoor

International Journal of Computer Vision (IJCV), 116(2): 136®C160, 2016.

[PDF] [BibTeX] (Top 2 journal)

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Multi-class Multi-annotator Active Learning with Robust Gaussian Process for Visual Recognition

Chengjiang Long and Gang Hua

In Proc. IEEE International Conf. on Computer Vision (ICCV), Santiago, Chile, Dec 13-16, 2015.

[PDF] [Poster] [Spotlight] [BibTeX] (Top 3 conference, acceptance: 19.62%)

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Accurate Object Detection with Location Relaxation and Regionlets Re-localization

Chengjiang Long, Xiaoyu Wang, Gang Hua, Ming Yang, and Yuanqing Lin

In Proc. The 12th Asian Conf. on Computer Vision (ACCV), Singapore, Nov 1-5, 2014.

[PDF] [Poster] [BibTeX] (Acceptance: 27% )

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Active Visual Recognition with Expertise Estimation in Crowdsourcing

Chengjiang Long, Gang Hua, and Ashish Kapoor

In Proc. IEEE International Conf. on Computer Vision (ICCV), Sydney, Australia, Dec 3-6, 2013.

[PDF] [Poster] [BibTeX] (Top 3 conference, acceptance: 27.87% )

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Collaborative Active Learning of a Kernel Machine Ensemble for Recognition

Gang Hua, Chengjiang Long, Ming Yang, and Yan Gao

In Proc. IEEE International Conf. on Computer Vision (ICCV), Sydney, Australia, Dec 3-6, 2013.

[PDF] [Poster] [BibTeX] (Top 3 conference, acceptance: 27.87% )

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A New K Nearest Neighbors Search Algorithm Using Cell Grids for 3D Scattered Point Cloud

Jianhui Zhao, Chengjiang Long, Shuping Xiong, Cheng Liu, and Zhiyong Yuan

ELEKTRONIKA IR ELEKTROTECHNIKA, 20(1):81-87, 2014.

[PDF] [BibTeX]

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A New Region Growing Algorithm for Triangular Mesh Recovery from Scattered 3D Points

Chengjiang Long, Jianhui Zhao, Ravindra S. Goonetilleke, Shuping Xiong, Yihua Ding, Zhiyong Yuan, and Yuanyuan Zhang

Transactions on Edutainment VI, LNCS, 6758: 237®C246, 2011.

[PDF] [BibTeX]

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Transmission: A New Feature for Computer Vision Based Smoke Detection

Chengjiang Long, Jianhui Zhao, Shizhong Han, Lu Xiong, Zhiyong Yuan, Jing Huang, and Weiwei Gao

AICI 2010, Part I, Lecture Notes in Artificial Intelligence, 6319: 389-396, 2010

[PDF] [BibTeX]

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Improvements on IPD Algorithm for Triangular Mesh Reconstruction from 3D Point Cloud

Chengjiang Long, Jianhui Zhao, Zhiyong Yuan, Lu Xiong, Guozhong Liang, and Xuangmin Jiang

In Proc. MINES, Pages 305-308, 2009.

[PDF] [BibTeX]

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A New K-Nearest Neighbors Search Algorithm Based on 3D Cell Grids (in chinese)

Jianhui Zhao, Chengjiang Long, Yihua Ding, and Zhiyong Yuan

Geomatics and Information Science of Wuhan University, 34(5):615-618, 2009.

[PDF] [BibTeX]





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© By Chengjiang Long since Mar 21, 2012.