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Jacob Chakareski is an
associate professor in the College of Computing at NJIT, where he holds the Panasonic Chair of Sustainability. His long-term vision is
enabling ubiquitous networked immersion and virtual human teleportation
to any remote corner of the world to assist
humanity with societal challenges (see Figure). He synergistically explores
NextG mobile multi-user virtual and augmented reality (XR) systems,
millimeter wave and free-space optical wireless networking, physics-aware fast
reinforcement learning for emerging IoT/XR systems/applications, mobile edge computing, UAV-IoT sensing and networking, and multi-connectivity enabled scalable 360° video streaming,
in
the pursuit of these objectives. He holistically explores four key system aspects
of such next generation applications for immersive
communication: data capture; coding and signal representation; ubiquitious mobile networking;
and user navigation and content reconstruction. His investigations span analysis,
optimization, and implementation of concepts and techniques
from communications and networking, signal processing, and machine learning.
His interests include 5G and IoT network architectures,
cooperative edge computing and caching in small-cell networks, and biomedical applications. Chakareski has been pursuing the development of a next generation VR+AI system for automated and broadly affordable/accessible low vision rehabilitation with NIH support. Recently, he studied the development of new immersive ways for experiencing classical music in the COVID era with NJSO support. Previously, he has eagerly explored advanced ultrasonic applications in telemedicine, remote sensing, and biomedicine; the integration of multi-view imaging and deep learning with novel cyber-physical health care devices and systems for automated obesity and food intake monitoring; and deep learning-enabled capsule endoscopy imaging for automated and high accuracy/low cost intestinal bleeding detection. Dr. Chakareski is passionate about bridging science and technology via entrepreneurial activity. On the personal side, Chakareski has broad interests spanning anthropology, history, foreign languages, travelling, healthy living and exercising, diverse music genres, and sports in general. Important announcement: I have broad openings in my group spanning graduate, postdoc, intern, and developer positions. |
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NEWS:
May 2024: Second miVirtualSeat retreat at UIUC. Apr. 2024: Invited to attend NJ AI Summit at Princeton. Mar. 2024: Sigmetrics paper on near-optimal neural-enhanced streaming accepted. Mar. 2024: IEEE TMM paper on live 360° video streaming in 5G networks accepted. Feb. 2024: Invited participation/brief talk at IMMERSE symposium at UIUC. Prior news |
Select recent publications: (Please see Google Scholar for a comprehensive most up to date publication list. Please email me if you need a PDF of any of the papers below.)
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Tech involvement:
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COPYRIGHT © 2002 Jacob Chakareski. ALL RIGHTS RESERVED.