CAM2 Research Team



team image
team image

Team Leaders


George K. Thiruvathukal

George K. Thiruvathukal

Team Manager

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Yung Hsiang Lu

Yung Hsiang Lu

Project Director

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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.

Roopasree Naidu
Roopasree Naidu
Karan Oberoi
Karan Oberoi
Sunghy Lee
Sunghy Lee
Haoran Wang
Haoran Wang
Sai Sravan Putikam
Sai Sravan Putikam


Camera Reliability

Find factors to identify useful cameras for emergency responses

Aniesh Chawla
Aniesh Chawla
Zhaoya Sun
Zhaoya Sun
Andrew Liu
Andrew Liu
Yuefan Zu
Yuefan Zu


Software Engineering

Developing a software engineering process for the all teams in CAM2.

Nikita Rajaneesh
Nikita Rajaneesh
Noah Curran
Noah Curran
Yu Cai
Yu Cai
Yuting Guo
Yuting Guo
Weiqing Huang
Weiqing Huang
Ruihong Lyu
Ruihong Lyu


Embedded Vision

To implement computer vision algorithms such as person re-identification and object tracking on embedded computer systems.

Shubham Bhokare
Shubham Bhokare
Amol Jha
Amol Jha
Paras R. Adhikary
Paras R. Adhikary
Rahul Kartick
Rahul Kartick


Transfer Learning

Provide an effective and time efficient tool that can be used to transfer knowledge across image domain

Zohar Kapach
Zohar Kapach
Arshad Alikhan
Arshad Alikhan
David Dang
David Dang
Abhay Sasidharan
Abhay Sasidharan
Karthik Maiya
Karthik Maiya
Daniel Merrick
Daniel Merrick
Andrew Ulmer
Andrew Ulmer


Camera Database API and Discovery

Ensure easily accessibility of the camera database. To ensure the correctness of data in the database

Ryan Dailey
Ryan Dailey
Sripath Mishra
Sripath Mishra
Mohamad Alani
Mohamad Alani
Jiaen Chua
Jiaen Chua
Krishna Kumar
Krishna Kumar
Dimple Dhawan
Dimple Dhawan
Ling Zhang
Ling Zhang


WebUI

Maintain, update and improve the content and user interface at cam2project.net. Build the new website for helps site.

Xiao Hu
Xiao Hu
Noureldin Hendy
Noureldin Hendy
Haobo Wang
Haobo Wang
Shreya Ilango
Shreya Ilango
Anirudh Vegesana
Anirudh Vegesana
Sehajbir Randhawa
Sehajbir Randhawa


Human Behavior

To detect and map pedestrian traffic in targeted areas for land development. The data for analysis will be collected through twenty-four hour live feeds.

Paul B. Zhang
Paul B. Zhang
Rohan Prabhu
Rohan Prabhu


Forest Inventory Analysis

Use optical lens to detect DBH of each tree in a forest

Jiahao Sun
Jiahao Sun
Runjia Shen
Runjia Shen
Yezhi Shen
Yezhi Shen
Sayali Nilangekar
Sayali Nilangekar


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.

Neil	V. Adi
Neil V. Adi
Qiwei Ye
Qiwei Ye
Nathan M. Gizaw
Nathan M. Gizaw
Wenzhong Duan
Wenzhong Duan


Active Learning

Provide relatively improved accuracy by reducing labelled data needed for training

Damini Rijhwani
Damini Rijhwani
Ashley Kim
Ashley Kim
Nobelle Tay
Nobelle Tay
Shijin Wang
Shijin Wang


Context-Based Vision

Finding a way to incorporate parameters such as location of the camera and time of the image taken into the neural network to improve object detection accuracy of the image.

Alex Xu
Alex Xu
Caleb Tung
Caleb Tung
Matt Kelleher
Matt Kelleher
Myeongsu Kim
Myeongsu Kim
Peter Huang
Peter Huang


Former Members


Achinthya Soordelu Ahmed Kaseb Ajay Gopakumar
Andrew Green Anthony Fennell Anthony Kang
Aparna Pidaparthi Bolun Zhang Borui Chen
Cailey Farrell Changyu Li Christopher Jovanovic
Daniel Dilger Deepika Aggrawal Deeptanshu Malik
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
Jiaju Yue Jiancheng Wang John Laiman
Joseph Sweeney Juncheng Tang Kyle Martin
Kyle Mcnulty Lucas Neumann Matthew Fitzgerald
Meera Haridasa Mehmet Alp Aysan Milos Malesevic
Mina Guo Nanxin Jin Nirmal Asokan
Pranjit Kalita Qingshuang Chen Ramyak Singh
Robert Gitau Ryan Schlueter Sam Yellin
Sanghyun Cho Seth Bontrager Shengli Sui
Sihao Yin Sitian Lu Spencer Huston
Sriram Rangaramanujan Subhav Ramachandran Vadim Nikiforov
Weizhi Li Wengyan Chan Wenzhong Duan
Woojin Kim Yash Pundlik Yexin Wang
Yifan Li Youngsol Koh Yuhao Chen
Yukun An Yutong Huang Yuxiang Zi
Zaiwei Zhang Zhanxiang Hua Zhenming Zhang
Zhenming Zhao Zhifan Zeng Zhi Kai Tan