research
∙
09/05/2023
A Survey on Physics Informed Reinforcement Learning: Review and Open Problems
The inclusion of physical information in machine learning frameworks has...
share
research
∙
07/07/2023
General-Purpose Multimodal Transformer meets Remote Sensing Semantic Segmentation
The advent of high-resolution multispectral/hyperspectral sensors, LiDAR...
research
∙
05/29/2023
Physics-Informed Computer Vision: A Review and Perspectives
Incorporation of physical information in machine learning frameworks are...
research
∙
05/01/2023
Physical Adversarial Attacks for Surveillance: A Survey
Modern automated surveillance techniques are heavily reliant on deep lea...
research
∙
10/12/2022
Deep Learning for Iris Recognition: A Survey
In this survey, we provide a comprehensive review of more than 200 paper...
research
∙
01/09/2022
The State of Aerial Surveillance: A Survey
The rapid emergence of airborne platforms and imaging sensors are enabli...
research
∙
10/07/2021
Gaussian Process for Trajectories
The Gaussian process is a powerful and flexible technique for interpolat...
research
∙
08/27/2021
Quantifying Intrinsic Value of Information of Trajectories
A trajectory, defined as a sequence of location measurements, contains v...
research
∙
02/09/2021
SG2Caps: Revisiting Scene Graphs for Image Captioning
The mainstream image captioning models rely on Convolutional Neural Netw...
research
∙
11/25/2020
Adversarial Attack on Facial Recognition using Visible Light
The use of deep learning for human identification and object detection i...
research
∙
11/23/2020
Complex-valued Iris Recognition Network
In this work, we design a complex-valued neural network for the task of ...
research
∙
08/25/2020
Spatial Privacy Pricing: The Interplay between Privacy, Utility and Price in Geo-Marketplaces
A geo-marketplace allows users to be paid for their location data. Users...
research
∙
04/20/2020
A Secure Location-based Alert System with Tunable Privacy-Performance Trade-off
Monitoring location updates from mobile users has important applications...
research
∙
09/03/2019
Los Angeles Metro Bus Data Analysis Using GPS Trajectory and Schedule Data (Demo Paper)
With the widespread installation of location-enabled devices on public t...
research
∙
09/02/2019
Differentially Private Publication of Location Entropy
Location entropy (LE) is a popular metric for measuring the popularity o...
research
∙
09/01/2019
A Privacy-Preserving, Accountable and Spam-Resilient Geo-Marketplace
Mobile devices with rich features can record videos, traffic parameters ...
research
∙
05/23/2019
Constrained Design of Deep Iris Networks
Despite the promise of recent deep neural networks in the iris recogniti...
research
∙
06/10/2018
Semantic Correspondence: A Hierarchical Approach
Establishing semantic correspondence across images when the objects in t...
research
∙
06/09/2018
Sparse Over-complete Patch Matching
Image patch matching, which is the process of identifying corresponding ...
research
∙
05/25/2018
Meta Transfer Learning for Facial Emotion Recognition
The use of deep learning techniques for automatic facial expression reco...
research
∙
03/16/2018
SDN for End-Nodes: Scenario Analysis and Architectural Guidelines
The advent of SDN has brought a plethora of new architectures and contro...
research
∙
02/28/2018
Next Generation New Radio Small Cell Enhancement: Architectural Options, Functionality and Performance Aspects
The 3rd generation partnership project (3GPP) has been engaged in furthe...
research
∙
01/11/2018
Deep Classification of Epileptic Signals
Electrophysiological observation plays a major role in epilepsy evaluati...
research
∙
11/28/2017
