Kris Kitani
Papers
28
Total Citations
1,198
H-Index
12
About
Kris Kitani is a leading researcher at the intersection of computer vision, robotics, and human-centered AI, with work spanning autonomous navigation, multi-object tracking, and assistive technology. His most influential contribution — a baseline framework for 3D multi-object tracking (MOT) — has garnered over 480 citations and established foundational evaluation metrics now widely adopted in autonomous driving and robotics research. By prioritizing computational efficiency alongside accuracy, Kitani helped shift the field toward practically deployable tracking systems. Beyond tracking, Kitani has made significant strides in assistive robotics, notably through CaBot, an autonomous navigation robot designed to guide blind users through unfamiliar environments, cited over 160 times. His interdisciplinary reach extends to human motion forecasting, where he applied game theory and deep learning to model pedestrian interactions, and to humanoid teleoperation, with his H2O framework enabling real-time whole-body control using only an RGB camera. His HARMONIC dataset further advances shared autonomy in assistive eating scenarios. Early work in egocentric (first-person) vision and nonverbal gesture recognition rounds out a research portfolio defined by a consistent commitment to making intelligent systems more perceptive, practical, and genuinely useful to people in everyday life.
Research Focus
Key Achievements
Top Papers
- 13D Multi-Object Tracking: A Baseline and New Evaluation Metrics486 citations · 2020
- 2CaBot: Designing and Evaluating an Autonomous Navigation Robot for Blind People167 citations · 2019
- 3Forecasting Interactive Dynamics of Pedestrians with Fictitious Play157 citations · 2017
- 4A Baseline for 3D Multi-Object Tracking81 citations · 2019
- 5Learning Human-to-Humanoid Real-Time Whole-Body Teleoperation68 citations · 2024
- 63D Multi-Object Tracking: A Baseline and New Evaluation Metrics38 citations · 2019
- 7HARMONIC: A multimodal dataset of assistive human–robot collaboration35 citations · 2021
- 8
- 9Recognizing Visual Signatures of Spontaneous Head Gestures18 citations · 2018
- 10An Introduction to the 3rd Workshop on Egocentric (First-Person) Vision17 citations · 2014