CAM2 Research Team
Current Team Members
Exploiting statistical understanding between source and target domain dataset, the Active Learning team strives to query data that is a subset of the target domain by engineering novel transfer and active learning metrics to eliminate redundancies within datasets.
Li Yon Tan
Adaptive Object Detection
Our team is focused on developing adaptive object detection software that improves object detection on night time image data.
Kirthi Shankar Sivamani
Camera Discovery + Reliability
Find factors to identify useful cameras for emergency responses.
Reduce the biased results in incorrectly trained image processing classifiers by utilizing the power of crowdsourcing.
Improve the performance of transfer learning by utilizing how the concentration of objects of interest in training data change how well the model transfers to a new dataset with objects of interest concentrated in a different region.
Develop autonomous solution for a drone to detect doors and handles. We are looking into different approaches: point cloud library(PCL), Tensorflow object-detection API, SIFT & SURF.
Nathan M. Gizaw
Forest Inventory Analysis
Use an optical lens to detect the diameter at breast height of each tree in a forest.
Yoon Sung Kim
Zijun Lin Lin
Human Behavior in Video
To detect and map pedestrian traffic in targeted areas for land development through consistent re-identification. The data for analysis will be collected through twenty-four hour live feeds.
Paul B. Zhang
To aggregate all scattered data in a centralized location and add general functionality to it. We want to design a database that can retrieve data(image or video), build index by object detection and store the data and index.
Parallel Computing for Vision
Use camera parameters (time of the day, location) to increase the confidence of object detection in real time analysis.
Developing a software engineering process for the all teams in CAM2.
Enter into the Burton D. Morgan Business Model Competition.
Web UI + Camera API
Maintain, update and improve the content and user interface at cam2project.net. Build the new website for helps site. Ensure easily accessibility of the camera database. Ensure the correctness of data in the database.
|Abhay Sasidharan||Achinthya Soordelu||Ahmed Kaseb|
|Ajay Gopakumar||Amol Jha||Andrew Green|
|Anthony Fennell||Anthony Kang||Aparna Pidaparthi|
|Arshad Alikhan||Bolun Zhang||Borui Chen|
|Cailey Farrell||Changyu Li||Christopher Jovanovic|
|Daniel Dilger||David Dang||Deepika Aggrawal|
|Deeptanshu Malik||Dimple Dhawan||Ehren Marschall|
|Erik Rozolis||Everett Berry||Fengjian Pan|
|Hanwen Huang||Hanyang Liu||Hao Zou|
|He Li||Huanyi Guo||Hussni Mohd Zakir|
|James Lee||James Tay||Jay Patel|
|Jeanne Deng||Jenil Patel||Jiaen Chua|
|Jiaju Yue||Jiancheng Wang||John Laiman|
|Joseph Sweeney||Juncheng Tang||Karan Oberoi|
|Kyle Martin||Kyle Mcnulty||Lucas Neumann|
|Matthew Fitzgerald||Matt Kelleher||Meera Haridasa|
|Mehmet Alp Aysan||Milos Malesevic||Mina Guo|
|Myeongsu Kim||Nanxin Jin||Neil V. Adi|
|Nirmal Asokan||Paras R. Adhikary||Pranjit Kalita|
|Qingshuang Chen||Qiwei Ye||Rahul Kartick|
|Ramyak Singh||Robert Gitau||Ryan Schlueter|
|Sai Sravan Putikam||Sam Yellin||Sanghyun Cho|
|Sayali Nilangekar||Sehajbir Randhawa||Seth Bontrager|
|Shengli Sui||Shreya Ilango||Shubham Bhokare|
|Sihao Yin||Sitian Lu||Spencer Huston|
|Sriram Rangaramanujan||Subhav Ramachandran||Sunghy Lee|
|Vadim Nikiforov||Weizhi Li||Wengyan Chan|
|Wenzhong Duan||Wenzhong Duan||Woojin Kim|
|Yash Pundlik||Yexin Wang||Yifan Li|
|Youngsol Koh||Yu Cai||Yuefan Zu|
|Yuhao Chen||Yukun An||Yutong Huang|
|Yuxiang Zi||Zaiwei Zhang||Zhanxiang Hua|
|Zhaoya Sun||Zhenming Zhang||Zhenming Zhao|
|Zhifan Zeng||Zhi Kai Tan|