Wallace Lawson

About

Wallace Lawson’s research lies at the intersection of robotics, computer vision, and human-robot interaction, with a strong focus on autonomous security and collaborative systems. His most cited work, "Finding Anomalies with Generative Adversarial Networks for a Patrolbot" (45 citations), introduces a GAN-based anomaly detection system for patrol robots, enabling autonomous identification of suspicious objects by comparing live views with learned models of normality. This foundational contribution extends to mobile platforms for detecting anomalous objects (12 citations), where deep neural network features are clustered to build environmental dictionaries. Lawson is also a pioneer in soft-biometric person identification, with two papers (25 and 23 citations) demonstrating how robots can recognize individuals using diverse features for long-term social interaction. His work on human-robot firefighting teams (10 citations) showcases cooperative strategies combining speech and gesture, while his research on touch recognition for collaborative firefighting (6 citations) addresses communication in chaotic, visually degraded environments like ship fires. Additional contributions include multimodal identification using Markov logic networks and learning speaker recognition models through interaction. With over 130 total citations, Lawson’s work advances practical, deployable robotic systems for security, emergency response, and social interaction.

Research Focus

Key Achievements

Top Papers

1. 1
   Finding Anomalies with Generative Adversarial Networks for a Patrolbot

   45 citations · 2017
2. 2
   Identifying people with soft-biometrics at Fleet Week

   25 citations · 2013
3. 3
   Identifying people with soft-biometrics at fleet week

   23 citations · 2013
4. 4
   Detecting Anomalous Objects on Mobile Platforms

   12 citations · 2016
5. 5
   Fighting fires with human robot teams

   10 citations · 2012
6. 6
   Touch recognition and learning from demonstration (LfD) for collaborative human-robot firefighting teams

   6 citations · 2016
7. 7
   Representing motion information from event-based cameras

   4 citations · 2017
8. 8
   Multimodal identification using Markov logic networks

   4 citations · 2011
9. 9
   Learning speaker recognition models through human-robot interaction

   4 citations · 2011
10. 10
    Integrating vision for human-robot interaction

    3 citations · 2010

Key Collaborators

Contact & Links