Carlos Jaramillo

Senior Autonomy Engineer

Sea Machines Robotics


I am currently working as a Senior Autonomy Engineer at Sea Machines, where I am developing practical path-planning algorithms to assist the autonomous navigation of manned ships (e.g., the SM-300), and target detection & classification with monocular computer vision (AI-ris).

I worked as a Senior Robotics Engineer at Piaggio Fast Forward (PFF), where we were building the future of personal mobile carrier robots, gita.

Previously, I was a Perception Engineer at Aurora Flight Sciences, a Boeing Company working on aerospace autonomy. In 2018, I earned my doctorate degree in computer science at the City University of New York under the supervision of Dr. Jizhong Xiao at the CCNY Robotics Lab. My Ph.D thesis dissertation included research in topics of computer vision applied to robotic sensing for navigation, mobile autonomous robots and omnidirectional vision sensors. I enjoy researching science, hacking technology, and programming in any language that gets the job done, but my preferences are Python, C and modern C++. I have participated in various international events, conferences, and competitions. For instance, in 2009, I was part of the CityALIEN team, which won the Design Competition during the Intelligent Ground Vehicle Competition (IGVC), and then I led a new team in 2011. I interned at Mitsubishi Electric Research Laboratories (MERL) for a year (2016-2017) where I was able to collaborate with Dr. Yuichi Taguchi and Dr. Chen Feng on developing algorithms for SLAM (simultaneous localization and mapping) and 3D reconstruction.


  • Computer Vision
  • Mobile Robotics Navigation
  • Omnidirectional Vision
  • Catadioptrics
  • Machine Learning
  • Aerospace
  • Maritime Autonomy
  • Software Engineering
  • Systems Engineering


  • PhD in Computer Science, 2018

    CUNY Graduate Center

  • MSc in Computer Science, 2011

    City College of New York

  • BEng in Computer Engineering, 2009

    City College of New York

  • ASc in Computer Science, 2003

    SUNY Westchester Community College

Recent Publications

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Visual Odometry with a Single-Camera Stereo Omnidirectional System

We present the advantages of a single-camera stereo omnidirectional system (SOS) in estimating egomotion in real-world environments.

Enhancing 3D Visual Odometry with Single-Camera Stereo Omnidirectional Systems

We explore low-cost solutions for efficiently improving the 3D pose estimation problem of a single omnidirectional camera moving in an …

Direct Multichannel Tracking

We present direct multichannel tracking, an algorithm for tracking the pose of a monocular camera (visual odometry) using …

GUMS: A Generalized Unified Model for Stereo Omnidirectional Vision (Demonstrated Via a Folded Catadioptric System)

GUMS is a complete projection model for omnidirectional stereo vision systems. GUMS is based on the existing generalized unified model …

Design and Analysis of a Single-Camera Omnistereo Sensor for Quadrotor Micro Aerial Vehicles (MAVs)

We describe the design and 3D sensing performance of an omnidirectional stereo (omnistereo) vision system applied to Micro Aerial …

Autonomous Quadrotor Flight Using Onboard RGB-D Visual Odometry

We present an on-board navigation system for Micro Aerial Vehicles (MAV) based on information provided by a visual odometry algorithm …

A Single-Camera Omni-Stereo Vision System for 3D Perception of Micro Aerial Vehicles (MAVs)

We introduce a catadioptric single-camera omnistereo vision system that uses a pair of custom-designed mirrors (in a folded …

Generating near-spherical range panoramas by fusing optical flow and stereo from a single-camera folded catadioptric rig

We design a novel ‘folded’ spherical catadioptric rig (formed by two coaxially-aligned spherical mirrors of distinct radii …

Incremental Registration of RGB-D Images

We present a real-time technique for 6-DoF camera pose estimation through the incremental registration of RGB-D images.

Fusing Optical Flow and Stereo in a Spherical Depth Panorama Using a Single-Camera Folded Catadioptric Rig

We design a novel ‘folded’ spherical catadioptric rig (formed by two coaxially-aligned spherical mirrors of distinct radii …

Recent Posts

Ask a Crew Member Monday

Carlos, SMR’s Senior Autonomy Engineer, is here to tell us what is, in his opinion, the most surprising way that autonomy is …



Visual Odometry with a Single-Camera Stereo Omnidirectional System

A single-camera stereo omnidirectional system (SOS) is applied for estimating egomotion in real-world environments.

Machine Learning Project - Multidimensional Classification using LUTs

Project for Prof. Robert Haralick’s Machine Learning Course at CUNY Graduate Center. The goal was to design a labeled two class …


In 2011, a new intelligent ground vehicle CATA (City Autonomous Transportation Agent) was rebuilt to employ the ROS framework to …


In 2010, our intelligent ground vehicle CityALIEN participated and won the IGVC Design Challenge.

Surveyor SRV-1 Driver and GUI Remote Control

As part of my Research Experience for Undergraduates, I developed a Player/Stage driver and remote controller for the mobile robot.


  • Cambridge, MA, 02142, United States