Umbc computer vision The tutorial, co-organized with researchers from Arizona State University and University of Maryland College Park, provided a holistic perspective on the challenges and opportunities for developing robust and This page contains a list of projects that are using or have used the HPCF. Tülay Adali (CSEE): machine learning for signal processing and bioinformatics Diane Alonso (Psychology Join us Wednesday, November 6 at noon in ITE 459 for a presentation by UMBC Computer Science Faculty Dr. 4 Topics This course will ofer a comprehensive introduction to the field of computer vision which has the broad goal of understanding visual signals (images and videos) for low/mid/high-level perceptual tasks. Please note that these academic pathways are sample pathways. I direct the Cognitive Vision Group at UMBC, working on research themes such as: concept-level characterization of the visual world; the interpretation of visual data in presence of incomplete information; recognizing and adapting to novelty Michelle Antero, Ph. and Ph. Stereo Camera A stereo camera is a vision system that uses two (or more) lenses placed a known distance apart to capture images from slightly different viewpoints, just like human eyes. Since middle school she’d had the understanding that MIT was the school “for people who want to build things,” and by spring of senior year she had Responsibilities of the Dean include providing vision and leadership in directing, coordinating, integrating, and balancing the College’s teaching, research, and outreach missions. The programs include PhD and MS programs in Computer Science, Computer Engineering, and Electrical Engineering, and MPS (Professional) programs in Cybersecurity and Data An asterisk (*) notes that additional training (certification, graduate school, high level of experience) may be needed in order to obtain this career. S. Make sure to thoroughly research career pathways. UMBC’s Vision Statement Our UMBC community redefines excellence in higher education through an inclusive culture that connects innovative teaching and learning, research across disciplines, and civic engagement. We will cover the following topics: understanding the basics of cameras and image formation, image transformations and stereo vision, image filtering and feature extraction, basics of Yu Wang – Graduate Student, UMBC CSEE Christopher Leeney – BS/MS Student, UMBC GES Dr. Antero is an Assistant Teaching Professor in the Department of Information Systems, bringing over two decades of experience in technology leadership, academia, and consulting. Student in Computer Science at UMBC (M. Dr. You have to figure out what you want to do (such as code stuff for missiles, or write UX for an app) and who Research Areas As an Assistant Professor of Computer Science and Electrical Engineering, Dr. Objects that are closer to the camera appear lighter, those who are further appear darker. Katie An asterisk (*) notes that additional training (certification, graduate school, high level of experience) may be needed in order to obtain this career. She has held faculty and leadership positions internationally, including as Clinical Professor and Associate Dean at 2 2 Sign up to donate meals until Feb 14th, Friday and share your extra swipes with students in need Visit UMBC Dine on Campus Program Description The department offers a graduate program leading to the M. : ITE 228 The UMBC Cyber Defense Lab (CDL) is a place where students, faculty, and affiliates carry out cybersecurity research. Use the four-year academic pathways for each UMBC major/program listed below as a resource for major exploration and development of an individualized degree plan. These labs and centers are associated with the UMBC AI Center and are part of departments in all of UMBC’s Colleges. UMBC is proud to offer a comprehensive and competitive benefits package, designed to support the well-being of our employees and their families. Filter by area of study, degree type, and campus to find the right path for you. CORAL […] This is a really broad and subjective question. , Copenhagen Business School, mantero1@umbc. A. To get access click the Virtual Computer Lab FAQ for information. edu). 2 Description Computer vision has the broad goal of understanding visual signals (images and videos) for low / mid / high-level perceptual tasks. The Computer Science, B. The Dean consults with faculty and administrators to provide overall strategic planning, program development, and continuous quality improvement of curriculum and instruction; resource acquisition and management The Computer Science and Electrical Engineering Department aims to maintain a program of excellence in teaching, research, and service for all of its programs. UMBC Online Master’s in Information Systems Program Tracks Solve today’s greatest challenges facing our world. RespFormer: A Motion-Guided Temporal-Frequency Multimodal Fusion Transformer For Contactless Respiratory Monitoring. UMBC Computer Animation Lab: Publications Both a broad set of techniques that are commonly used in state-of-the-art neural network architectures and network styles prevalent in specific sub-domains like computer vision, natural language processing, and social network analysis are discussed. COMPUTER_VISION at School for Spring 2025 on Piazza, an intuitive Q&A platform for students and instructors. edu. Some tasks are better done on a computer. Built by bk2site. Specializing in Computer Vision, Medical Image Analysis, Multimodal Learning, and Vision-Language Models. UMBC has more than 65 faculty and senior research staff associated with the UMBC Center for Artificial Intelligence, whose research includes work on AI-related problems and techniques. Fields of Mar 10, 2018 · Computer Vision for Autonomous Underwater Vehicles Dr. umbc. Computer science is a rich and diverse discipline Required CMSC Courses (2): CMSC 478 – Introduction to Machine Learning (3 Cr) (Technical Elective) CMSC 471 – Introduction to Artificial Intelligence (3 Cr) (CMSC Elective) Complete two from the following AI/ML List: CMPE 422 – Digital Signal Processing (3 Cr) (Technical Elective) CMSC 462/491 – Introduction to Data Science (Technical Elective) CMSC 472/491 […] CMSC 491 Hadoop, Semantic Web, Computer Vision, Mobile Computing (3 Cr) (Technical Elective) CMSC 491 – Introduction to Brain Computer Interface (3 Cr) (Technical Elective) Website: https://www. The course will cover basic principles of image processing, image recognition using both classical methods and deep learning, and multiple view geometry for visual navigation. Special topics courses for graduate and undergraduate students are offered regularly, though offerings and course content may vary each semester. is an ABET-accredited program that prepares students for a career in the computing industry and for further studies in pursuance of graduate degrees. Our enrollment numbers for Fall 2022 were Sep 6, 2023 · But he also has expertise in image recognition and computer vision, so he is knowledgeable about very cutting-edge technology and is a young and promising scholar in that field. The document enlists the resources to learn the basic commands of GitHub, Python, ML open-source Mar 10, 2018 · Computer Vision for Autonomous Underwater Vehicles Dr. Tejas Gokhale on Cognitive Vision: Concepts, Contexts, and Semantics Lunch will be provided Free screen reader for Windows based computers that provides access for individuals who are blind or low vision Download to your Windows computer or download to a USB drive to run from any computer without the need to download Use this program to access internet browsers, word processing and common applications on your computer in multiple Caroline Kery, M. Jan 9, 2024 · Tejas Gokhale, Assistant Professor in CSEE, delivered a tutorial on "Reliability of Generative Models in Vision" at the IEEE/CVF Winter Applications of Computer Vision on Jan 8, 2024. Apr 17, 2014 · Author: UMBC Doctoral Candidate & Serial Entrepreneur What to expect in this book?If you are interested in computer vision and image processing, but don't know where to start? Adrian's new book is your guaranteed quick start guide to learning the fundamentals of computer vision and image processing using Python and OpenCV. Using our virtual computer lab software from eLumen, allows you to have access to software that students wouldn’t normally be expected to license. Engel‘s primary interests are in developing new approaches (especially computer vision, natural language processing, and visualization/VR) which will enable discoveries in the natural sciences, in math, and for engineering applications. Students, in consultation with their academic advisor, will create an individualized degree plan, reflecting their academic preparation, interests and goals. CSEE Graduate Programs for Part-time Students CSEE Graduate Programs: The CSEE Department welcomes students who wish to earn an advanced degree while employed elsewhere, and the department offers many different programs. The center investigates cutting-edge scalable, lightweight, and resilient use-inspired machine learning algorithms, computer vision, autonomous navigation in unstructured and digital twin environments, cyber-physical systems for smart and connected health, smart and connected communities, and robotics applications. He does research in the intersection of computer vision and machine learning (deep learning). In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, Arizona, USA, March 2026 [pdf] 2025 Shadman Sakib, Gaurav Shinde, Snehalraj Chugh, Mohammad Saeid Anwar and Nirmalya Roy. 19, 2025, ITE 231, UMBC & onlineAutonomous systems operating in complex and unstructured environments, especially underwater, require robust perception, adaptive navigation, and intelligent reasoning to function Contribute to umbc-aiaa/computer-vision development by creating an account on GitHub. Can we design practical backdoor attacks? At UMBC, we are connected by a shared sense of mission and vision. We will cover the following topics: understanding the basics of cameras and image formation, image transformations and stereo vision, image filtering and feature extraction, basics of Course description This course will offer a comprehensive introduction to the field of computer vision which has the broad goal of understanding visual signals (images and videos) for low/mid/high-level perceptual tasks. She is a Disney aficionado and an avid Pez collector. Find UMBC Faculty Experts Are you looking for a research collaborator or an expert on a topic in the news? Use this searchable database to find faculty members by department or keywords. D. PhD Student at University of Maryland, Baltimore County (UMBC) | Digital Health | Multimodal Sensor Computing | Generative AI | Computer Vision | Video/Image/Signal Processing | · Machine Through the CSEE and IS departments, UMBC offers frequent undergraduate and graduate courses in AI, machine learning, data science, robotics, natural language processing, computer vision, signal processing, knowledge graphs, robotics and advanced special topics in many of these subjects. This course offers a comprehensive introduction to computer vision, covering first principles, analytical as well as learning-based algorithms, and frontier topics in contemporary computer vision research. tejasgokhale. Students are The Master's in Computer Science program prepares students to develop the digital tools of the future, from AI to advanced computer graphics. Current projects include high-integrity voting, protocol analysis, and cybersecurity education. Alan T. Feb 19, 2025 · 4:00–5:15pm ET Wed, Feb. Our curricula also give students the social, ethical, and liberal education needed An asterisk (*) notes that additional training (certification, graduate school, high level of experience) may be needed in order to obtain this career. Carnegie Mellon University B. Bring your file in on a flash drive or email it to us at commonvision@umbc. Specialize in one of these high-demand and high-earning fields: Artificial Intelligence, Cybersecurity, Data Science, and User Experience Design. link A Human-Centered Approach to Building Generative AI System […] Edited by Tim Finin & Yannis Labrou of UMBC ebiquity and the UMBC Computer Science and Electrical Engineering Department. Sherman and his colleagues–including Professors Sam Lomonaco (computer science) and Linda Oliva (education)—are piloting a two-week unit on quantum Jordan is a graphic design major at UMBC with an Associates in Computer Science from CCBC. Thesis: Esta es una Naranja Atractiva: Adventures in Adapting an English Language Grounding System to Non-English Data. Courses are commonly cross-listed for undergraduates and UMBC’s Computer Science and Electrical Engineering Department offers both M. Before coming to UMBC, she was a research engineer at the Johns Hopkins Applied Physics Laboratory in Maryland, studying artificial intelligence/machine learning/computer vision, remote sensing and image processing, data science and visualization, LiDAR data exploitation, sensor platforms, and stereo depth estimation. My research has always focused on Artificial Intelligence. Prior to that, he obtained his PhD at the University of California Irvine and did a Postdoc at MIT. Gokhale’s research revolves around perception, learning, reasoning, and communication. Applications of Computer Vision 4c 3 4 Applications of Computer Vision 4c 4 Microsoft Kinect 5 Mar 10, 2018 · Computer Vision for Autonomous Underwater Vehicles Dr. We value each other as whole people, and we come together to learn, solve problems, create new things, and just have fun. Oct 10, 2019 · UMBC Computer Science Students Learn About Quantum Algorithms UMBC computer science graduate students now gain an introduction to quantum algorithms in the required core course CMSC-641 Design and Analysis of Algorithms. Project Title Principal Investigator Information Comparing the Ghost Frequency Comb to Intensity Fluctuation Correlations Dr. They are well prepared for careers in software and hardware development. Attenuation and scattering of light and electromagnetic radiation through water severely I'm a philosopher, scientist, and professor of computing and grapple with questions in computational perception, learning, reasoning, and communication. com/ Education Ph. Katie is the Senior Web Experience/Digital Designer for commonvision. Edited by Tim Finin & Yannis Labrou of UMBC ebiquity and the UMBC Computer Science and Electrical Engineering Department. Arizona State University M. The DREAM Lab is a research laboratory in UMBC’s Computer Science and Electrical Engineering department. Study Materials for REU Students in Natural Language Processing and Computer-Vision Applications Research Objective: The objective of this study document is to help the REU students to understand and familiarize themselves with multi-modal computer vision and NLP-based research applications. This program provides advanced instruction and training and research opportunities to prepare students for careers in industry, academia and government agencies. : ITE 224, Lab No. Your starting salary for these positions generally start around 80k. The document enlists the resources to learn the basic commands of GitHub, Python, ML open-source The VANGOGH research lab is part of the Computer Science & Electrical Engineering Department at the University of Maryland, Baltimore County. The result is a trained problem solver who understands both the hardware and software aspects of computers and who can design and implement solutions on both sides of the hardware/software interface. Sherman Office No. 2025). in Visual Arts with double concentrations in Animation and Interactivity as well as double minored in Computer Science and Art History. Required courses include programming, discrete structures, ethics in information technology, data structures, operating systems, algorithms, and software engineering. I maintain an interest in all of these areas and occasionally return Apr 11, 2025 · Williams and a Jibo robot show some UMBC pride. University of Maryland, Baltimore County (UMBC) is a top-ranked national university with an inclusive culture that connects innovative teaching and Nov 11, 2022 · This dissertation studies ways in which state-of-the-art deep learning methods for computer vision are vulnerable to backdoor attacks and proposes defense methods to remedy the vulnerabilities. We have another page that provides publications from these projects. We are located in Rooms 365 and 352 of the Information Technology & Engineering Building. Dec 17, 2024 · Visiting Fellow @ LBM, NIDDK, NIH | EE PhD @ UMBC | Vibe Coder | Signal Processing | Machine Learning | Deep Learning | Neuroimaging Analysis | Computer Vision · A researcher with 6 years of CMSC 427, 433, 435, 442, 455, 471, 473, 475, 476, 483, 491 (Hadoop, Semantic Web, Computer Vision, Mobile) CMPE 422, 491 (Data Driven Signal Processing) If you believe you have an elective other than these that is related to data science, please email me to see if we will consider it as a valid elective for the track. A variety of affordable health plans, including medical, dental, and vision coverage, with options for dependents and spouses. For those students […] Explore all academic programs offered at UMBC, including majors, minors, certificates, and interdisciplinary options. The program reflects state-of-the-art knowledge in major theoretical and applied aspects of computation. Admissions resources for applying to UMBC as an undergraduate, graduate, transfer, international, visiting, or non-degree student. It will explore the topics of image formation, image features, image stitching, image and video segmentation, motion estimation Through the CSEE and IS departments, UMBC offers frequent undergraduate and graduate courses in AI, machine learning, data science, robotics, natural language processing, computer vision, signal processing, knowledge graphs, robotics and advanced special topics in many of these subjects. edu, call us at 410-455-1884, or use our design request forms. computer science, 2019. degrees in Computer Science. BITS Pilani Research Areas Dr. Published researcher in AI and deep learning with expertise in accessibility technologies. Attenuation and scattering of light and electromagnetic radiation through water severely Vision and Mission The Computer Science and Electrical Engineering Department aims to maintain a program of excellence in teaching, research, and service for all of its programs. This course will introduce fundamental principles and concepts for developing computer vision systems such as image formation, acquisition, and processing, stereo and 3D 1. UMBC Computer Animation Lab: Publications Edited by Tim Finin & Yannis Labrou of UMBC ebiquity and the UMBC Computer Science and Electrical Engineering Department. Professor Alan T. He directs the Cognitive Vision Group at UMBC, which works on the conceptual characterization of visual scenes. Communications and Photonics Topics: Cognitive Radio, Nonlinear and Integrated Optics, Optical Fibers, Wireless Communications and Networking Faculty: Gary Carter, Fow-Sen Choa, Yiwen Hu, Anthony Johnson, Seung-Jun Kim, Curtis Menyuk, Dmitri Perkins, Ergun Simsek, Li Yan, Mohamed Younis Computer Architecture and Hardware Systems Topics: Hardware Security, Analog/ Mixed-Mode/ Digital IC Design 1. Comments to agentweb@agents. Print sizes up to 52” wide and at any length. We will advance knowledge, economic prosperity, and social justice by welcoming and inspiring inquisitive minds from all backgrounds. For more than 39 years, the UMBC CSEE Department has produced the Computer Science, Computer Engineering, and Electrical Engineering leaders of tomorrow. She graduated in ‘07 with a B. Can we design practical backdoor attacks? Jan 30, 2024 · This course provides an introduction to computer vision and computational photography. Print We offer both digital laser printing and wide format inkjet printing. Opportunities in the exciting emerging fields such as artificial intelligence, machine learning, cybersecurity, malware analysis, mobile computing, graphics, game design, quantum computing, human-computer interaction, forensic analysis, and data science are accessible in a wide Some additional special topics classes relevant to AI or machine learning may be accepted as satisfying a track elective with the approval of the AI/ML track director, Professor Lara Martin (laramar@umbc. This is based on where UMBC is located. Depends on the position and company. ” After graduating from college at 17, Chapman stayed on to finish his master’s degree at UMBC. Technology: Access, Requirements, Resources Hamed Pirsiavash is an assistant professor at the University of Maryland Baltimore County (UMBC). Nov 11, 2022 · This dissertation studies ways in which state-of-the-art deep learning methods for computer vision are vulnerable to backdoor attacks and proposes defense methods to remedy the vulnerabilities. Our department uses CMPE/CMSC/ENEE 691 to designate special topics courses for graduate students and CMPE/CMSC 491 and 291 to designate special topics courses for undergraduate students. 19, 2025, UMBC ITE 231 & online Seeing Beneath the Surface: Vision-Enabled Robots for Long-term Ocean MonitoringXiaomin Lin, JHU4–5:15pm ET Wed, Feb. UMBC provides many instructional packages and options to support students. Need to contact us? email us at commonvision@umbc. David Chapman, Oceaneering International 11:00-12:00 Monday March 12, 2018, ITE 325, UMBC Autonomous Underwater Vehicles (AUVs) are unmanned and unteathered submarine vehicles with a variety of applications from bathymetry survey to naval warfare. We combine grit and supportive community to reach excellence across the board—in the classroom, the lab, and the concert hall; on stage and on the court. We offer high impact and full color printing of posters, signs, and banners. Distance images usually visualized as grey-scale images. Below you will find information on both Computer Science graduate programs, and information about how to apply. This course will introduce fundamental principles and concepts for developing computer vision systems such as image formation, acquisition, and processing, stereo and 3D Computer Engineering is a field that combines training in classical Electrical Engineering disciplines with in-depth preparation in Computer Science topics. Computer engineers are employed […] Aydin Ayanzadeh - Ph. Hits in red shows inverse links. Yan-hua Shih, Department of Physics. Seeking Full-Time Software Engineer (AI Automation) | MSCS@UMBC (Dec’25) | Software Development | n8n | Gen AI | AI Voice Agents | LLM | RAG | Python | Computer Vision | Cloud | Django | SQL We give you the best of what private institutions might offer–highly respected professors and world-class research opportunities–without the hefty price tag. We push the limits of our current understanding of backdoors and address the following research questions. Over the years I've worked on different aspects of it, including computer vision (71-74), natural language processing (75-85), knowledge-based systems (85-95), software agents (95-03), the semantic web (00 - ), social media (06- ) and human language technology (08-). 3 Topics This course will ofer a comprehensive introduction to the field of computer vision which has the broad goal of understanding visual signals (images and videos) for low/mid/high-level perceptual tasks. The Computer Vision Lab at the University of Maryland, Baltimore County (UMBC 2 2 Sign up to donate meals until Feb 14th, Friday and share your extra swipes with students in need Visit UMBC Dine on Campus Research Labs There are many research labs and centers at UMBC that are focused on artificial intelligence or that use AI technologies in their projects. in Computer Science, an ABET accredited program, introduces students to a rich and diverse discipline. This tool works with a database currently limited to tenured and tenure-track faculty and lecturers, and some research faculty. They come from departments, centers, and institutes across UMBC and represent many disciplines. Attenuation and scattering of light and electromagnetic radiation through water severely Distance images usually visualized as grey-scale images. (Photo courtesy of Williams) As a senior in high school in Prince George’s County, Maryland, Randi Williams ’16, computer engineering, was almost certain she was going to MIT for undergrad. It's a well written, easy […] Research Centers and Laboratories Computer Science CDL – Cyber Defense Lab Director: Dr. Noah Snavely – Assistant Professor, Cornell CS Computer vision structure from motion (SfM) algorithms make it possible to generate accurate 3D reconstructions of forest canopy structure and composition using thousands of overlapping aerial photos. programs in Computer Science. In addition to lectures by the instructor UMBC’s B. Well majority of people who graduate from UMBC with CS degrees work in the defense industry. See this page for general information on the currently available tracks in the CMSC major and how to declare that you are following a track. Vision, range-finding, stereo, features of vision 1 2 2 Computer Vision 4c 2 THESE ARE SO OLD 2 Oct 30, 2025 · Graduates of the computer science and computer engineering programs at UMBC find employment in government, industry, and business. He is working as a graphic designer here at commonvision and hopes to further his career into more design studios. She is an alum of UMBC and was a CWIT Scholar as well as an IRC Fellow during her education. E. Vision + Language A brand new era for computer vision! Describe this image Describe this image People, Objects, Nature, Buildings. 1. At the undergraduate level, we will provide students with a firm foundation of both the theory and practice of Computer Science and Computer Engineering. Jul 9, 2024 · The center investigates cutting-edge scalable, lightweight, and resilient use-inspired machine learning algorithms, computer vision, autonomous navigation in unstructured and digital twin environments, cyber-physical systems for smart and connected health, smart and connected communities, and robotics applications. edu Assistant Teaching Professor Dr. This course will introduce fundamental principles and concepts for developing computer vision systems such as image formation, acquisition, and processing, stereo and 3D Bina lab is a multidisciplinary research lab for employing advanced computer vision, machine learning, and remote sensing techniques to discover new knowledge of our environment. Computer vision, time-of-flight sensors, and simulation environment — these tools serve as the core foundation supporting our research activities. Course description This course will offer a comprehensive introduction to the field of computer vision which has the broad goal of understanding visual signals (images and videos) for low/mid/high-level perceptual tasks. mdaont lkzm ryyc rygo zyadv phq wluavj rzipeh rwktnn buwin diti bsyow xxywg gmcc crsfq