CAM2 Research Team
Faculty
David Michael Barbarash
Associate Professor of Landscape Architecture (Purdue)
Team Adviser (Human Behavior in Video)
Dave Capperlleri
Associate Professor of Mechanical Engineering (Purdue)
Team Advisor (Drone Video)
Yung Hsiang Lu
Professor of Electrical and Computer Engineering (Purdue)
Project Director
Guofan Shao
Professor of Forestry and Natural Resources (Purdue)
Team Advisor (Forest Inventory Analysis)
Keith E. Woeste
Professor of Forestry and Natural Resources (Purdue)
Team Advisor (Forest Inventory Analysis)
Current Team Members
Graduate Students
Ryan Dailey
Abhinav Goel
Aniesh Chawla
Kent Gauen
Sara Aghajanzadeh
Active Learning
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.
Damini Rijhwani
Noureldin Hendy
Isha Ghodgaonkar
Jack Hyslop
Jacob Harmon
Li Yon Tan
Nikita Rajaneesh
Nobelle Tay
Shijin Wang
Adaptive Object Detection
Our team is focused on developing adaptive object detection software that improves object detection on night time image data.
Daniel Merrick
Karthik Maiya
Kirthi Shankar Sivamani
Rui Wang
Camera Discovery + Reliability
Find factors to identify useful cameras for emergency responses.
Krishna Kumar
Sripath Mishra
Andrew Liu
Josh Majors
Zicong Wang
Crowdsourcing
Reduce the biased results in incorrectly trained image processing classifiers by utilizing the power of crowdsourcing.
Xiao Hu
Altug Gemalmaz
Gore Kao
Haobo Wang
Pranjali Raturi
Dataset Bias
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.
Ashley Kim
Arjun Balasubramanian
Fischer Bordwell
Jiahao Sun
Menna Hassan
Drone Video
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
Alex Brachet-Mialot
Blessie Tandon
Minghao Sun
Xinlue Liu
Yanjun Chen
Yiming Li
Yunjin Cho
Forest Inventory Analysis
Use an optical lens to detect the diameter at breast height of each tree in a forest.
Nick Eliopoulos
Runjia Shen
Yezhi Shen
Yi Xie
Yoon Sung Kim
Younggil Chang
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
Rohan Prabhu
Ashita Bawankule
Ethan Glaser
Ian Haggerty
Juanda He
Moiz Rasheed
Sumati Gupta
Image Database
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.
Ling Zhang
Ayushi Gupta
Haoran Wang
Lakshya Goyal
Roopasree Naidu
Shunqiao Huang
Youngsik Yoon
Parallel Computing for Vision
Use camera parameters (time of the day, location) to increase the confidence of object detection in real time analysis.
Alex Xu
Matthew Kelleher
Caleb Tung
Mridul Arora
Peter Huang
Software Engineering
Developing a software engineering process for the all teams in CAM2.
Noah Curran
Andrew Beutler
Ruihong Lyu
Weiqing Huang
Yuting Guo
Technology Commercialization
Enter into the Burton D. Morgan Business Model Competition.
Andrew Ulmer
Zohar Kapach
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.
Anirudh Vegesana
Mohamad Alani
Kaiwen Yu
Former Members
| 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 |