← back to search

Jacob Chakareski

New Jersey Institute of Technology · US
Area of research
Computer Vision and Pattern Recognition · Signal Processing
Research interest
Research interests include Image and Video Quality Assessment, Video Coding and Compression Technologies, Advanced Wireless Network Optimization, and Caching and Content Delivery.
h-index
31
citations
3,307
works
234
NIH funding
primary concept
email

Recent publications

Deep Transfer Learning for Automated Intestinal Bleeding Detection in Capsule Endoscopy Imaging
Journal of Digital Imaging 2021cited by 56position: lastdoi
Full UHD 360-Degree Video Dataset and Modeling of Rate-Distortion Characteristics and Head Movement Navigation
2021cited by 17position: firstdoi
Delivering Viewport-Adaptive 360-Degree Videos in Cache-Aided MEC Networks
2020cited by 4position: middledoi
An Energy Efficient Framework for UAV-Assisted Millimeter Wave 5G Heterogeneous Cellular Networks
IEEE Transactions on Green Communications and Networking 2019cited by 95position: firstdoi
Collaborative Content Placement Among Wireless Edge Caching Stations With Time-to-Live Cache
IEEE Transactions on Multimedia 2019cited by 30position: middledoi
Millimeter Wave meets Edge Computing for Mobile VR with High-Fidelity 8K Scalable 360° Video
2019cited by 17position: middledoi
Neighbor Discovery in a Free-Space-Optical UAV Network
2019cited by 10position: lastdoi
Wildfire Monitoring in Remote Areas using Autonomous Unmanned Aerial Vehicles
2019cited by 4position: middledoi
Geometric Programming for Lifetime Maximization in Mobile Edge Computing Networks
2019cited by 2position: lastdoi
Multiple-Cache Pairing for Fine-Grained Scalable Video Caching and Networking
2019cited by 1position: lastdoi
Displacement Error Analysis of 6-DoF Virtual Reality
2019cited by 1position: middledoi
Viewport-Driven Rate-Distortion Optimized 360º Video Streaming
2018cited by 53position: firstdoi
Effective Deep Learning for Semantic Segmentation Based Bleeding Zone Detection in Capsule Endoscopy Images
2018cited by 49position: lastdoi
Viewport-Driven Rate-Distortion Optimized Scalable Live 360° Video Network Multicast
2018cited by 16position: middledoi
Energy Efficiency Analysis of UAV-Assisted mmWave HetNets
2018cited by 15position: middledoi
A Coalition Formation Approach to Coordinated Task Allocation in Heterogeneous UAV Networks
2018cited by 3position: middledoi
Structural Properties of Optimal Transmission Policies for Delay-Sensitive Energy Harvesting Wireless Sensors
2018cited by 1position: lastdoi
VR/AR Immersive Communication
2017cited by 102position: firstdoi
Optimal Set of 360-Degree Videos for Viewport-Adaptive Streaming
2017cited by 77position: lastdoi
Aerial UAV-IoT sensing for ubiquitous immersive communication and virtual human teleportation
2017cited by 24position: firstdoi
Drone Networks for Virtual Human Teleportation
2017cited by 10position: firstdoi
Optimal measurement policy for predicting UAV network topology
2017cited by 5position: lastdoi
Convexity characterization of virtual view reconstruction error in multi-view imaging
2017cited by 2position: middledoi
Aerial UAV-IoT Sensing for Ubiquitous Immersive Communication and Virtual Human Teleportation
arXiv (Cornell University) 2017cited by 1position: firstdoi
Product backlog rating: a case study on measuring test quality in scrum
Innovations in Systems and Software Engineering 2016cited by 21position: lastdoi
Reinforcement Learning for Energy-Efficient Delay-Sensitive CSMA/CA Scheduling
2016cited by 17position: lastdoi
Fast and low-complexity reinforcement learning for delay-sensitive energy harvesting wireless visual sensing systems
2016cited by 9position: middledoi
Efficient lightweight video packet filtering for large-scale video data delivery
2016cited by 4position: lastdoi
Joint Caching, Routing, and Channel Assignment for Collaborative Small-Cell Cellular Networks
IEEE Journal on Selected Areas in Communications 2016cited by 1position: middledoi
Collaborative caching for multicell-coordinated systems
2015cited by 54position: lastdoi

Grants

Collaborative Research: CNS Core: Medium: miVirtualSeat: Semantics-aware Content Distribution for Immersive Meeting Environments
NSF2106150$300,0002021–2026PIRePORTER
ICE-T: RC: Millimeter Wave Communications and Edge Computing for Next Generation Tetherless Mobile Virtual Reality
NSF2032033$279,7062020–2024PIRePORTER
CCSS: Collaborative Research: Ubiquitous Sensing for VR/AR Immersive Communication: A Machine Learning Perspective
NSF2032387$161,7202020–2023PIRePORTER
CIF: Small: Mobile Immersive Communication: View Sampling and Rate-Distortion Limits
NSF2031881$52,7462020–2023PIRePORTER
The Future VR/AR Network -- Towards Virtual Human/Object Teleportation: NSF Workshop on Networked Virtual and Augmented Reality Communications
NSF2040088$11,8972020–2023PIRePORTER
ICE-T: RC: Millimeter Wave Communications and Edge Computing for Next Generation Tetherless Mobile Virtual Reality
NSF1836909$299,8832018–2020PIRePORTER
The Future VR/AR Network -- Towards Virtual Human/Object Teleportation: NSF Workshop on Networked Virtual and Augmented Reality Communications
NSF1821875$49,9982018–2020PIRePORTER
CCSS: Collaborative Research: Ubiquitous Sensing for VR/AR Immersive Communication: A Machine Learning Perspective
NSF1711592$220,0002017–2020PIRePORTER
CIF: Small: Mobile Immersive Communication: View Sampling and Rate-Distortion Limits
NSF1528030$240,1672015–2020PIRePORTER

Frequent collaborators

Imrul Kayes · University of South Florida5 papers (2013–2016)Abolfazl Razi · Case Western Reserve University5 papers (2017–2019) · 5 papers (2017–2019) · 5 papers (2016–2019) · 4 papers (2016–2020) · 4 papers (2014–2019) · 4 papers (2016–2020) · 4 papers (2018–2021)Abdallah Khreishah · University of Oslo4 papers (2015–2016)Viswanathan Swaminathan · Iowa State University3 papers (2018–2021)Jie Xu · University Town of Shenzhen3 papers (2018–2019) · 3 papers (2015–2016)Syed Ahsan Raza Naqvi · Battelle2 papers (2018–2019)Koushik Kar · Rensselaer Polytechnic Institute2 papers (2015–2019)Qiushi Gong · Rensselaer Polytechnic Institute2 papers (2015–2019)John W. Woods · Rensselaer Polytechnic Institute2 papers (2015–2019) · 2 papers (2013–2016)Yu-Jung Chu · Oregon State University2 papers (2014–2015) · 2 papers (2019–2019) · 2 papers (2015–2015)