Investigate new algorithms and models for analyzing and understanding human behavior from video.
Requirements
- computer vision and machine learning
- design of efficient perceptual algorithms for behavioral cue extraction
- novel approaches for the modeling people interaction
- video classification using deep learning networks
Responsibilities
- Write code and develop novel theoretical and practical state of the art artificial intelligence/machine learning algorithms that are focused on human behavior modeling related to video classification using deep learning networks for end-users.
- Work with other team members to develop and maintain software for maximum efficiency and usability.
- Designs, develops, tests and maintains applications or system programs.
- Gathers and provides input on functional specifications and requirements
- Perform approved research project tasks according to defined protocols and procedures including appropriate collection, recording, storage, and analysis of data, and reporting of results.
- Follow appropriate research policies and procedures and maintains scientific integrity including accurate data storage.
- Communicate the daily progress of research projects via meetings with, and written reports to the research director.
Other
- Master or bachelor degree in computer science, applied mathematics, electrical and/or computer engineering with a focus on computer vision/machine learning.
- Three years’ experience in a research environment with at least one year in the designated specialty of research.
- Strong interpersonal, verbal, and written communication skills.
- Strong organization and planning skills, careful attention to detail with strong follow-through, able to prioritize and organize tasks effectively to accomplish objectives in a timely matter.
- Enthusiastic about collaborating with partners from multiple disciplines and institutions.
