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08/15/2023
Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras
Neuromorphic vision sensors, or event cameras, differ from conventional ...
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08/08/2023
A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race Data
The lack of ethnic diversity in data has been a limiting factor of face ...
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08/08/2023
Will your Doorbell Camera still recognize you as you grow old
Robust authentication for low-power consumer devices such as doorbell ca...
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07/25/2023
ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN
In this research work, we proposed a novel ChildGAN, a pair of GAN netwo...
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07/25/2023
Decisive Data using Multi-Modality Optical Sensors for Advanced Vehicular Systems
Optical sensors have played a pivotal role in acquiring real world data ...
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07/24/2023
Adaptation of Whisper models to child speech recognition
Automatic Speech Recognition (ASR) systems often struggle with transcrib...
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05/04/2023
Neuromorphic Sensing for Yawn Detection in Driver Drowsiness
Driver monitoring systems (DMS) are a key component of vehicular safety ...
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03/02/2023
Dataset Creation Pipeline for Camera-Based Heart Rate Estimation
Heart rate is one of the most vital health metrics which can be utilized...
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01/18/2023
Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge Devices
In this research work, we have proposed a thermal tiny-YOLO multi-class ...
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01/10/2023
Speech Driven Video Editing via an Audio-Conditioned Diffusion Model
In this paper we propose a method for end-to-end speech driven video edi...
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12/14/2022
Event-based YOLO Object Detection: Proof of Concept for Forward Perception System
Neuromorphic vision or event vision is an advanced vision technology, wh...
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12/07/2022
DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity Recognition
Human activity recognition (HAR) using drone-mounted cameras has attract...
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11/10/2022
SWTF: Sparse Weighted Temporal Fusion for Drone-Based Activity Recognition
Drone-camera based human activity recognition (HAR) has received signifi...
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10/25/2022
Control and Evaluation of Event Cameras Output Sharpness via Bias
Event cameras also known as neuromorphic sensors are relatively a new te...
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09/21/2022
Recurrent Super-Resolution Method for Enhancing Low Quality Thermal Facial Data
The process of obtaining high-resolution images from single or multiple ...
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07/17/2022
Smart speaker design and implementation with biometric authentication and advanced voice interaction capability
Advancements in semiconductor technology have reduced dimensions and cos...
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04/06/2022
Can Self-Supervised Learning solve the problem of child speech recognition?
Despite recent advancements in deep learning technologies, Child Speech ...
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03/22/2022
A Text-to-Speech Pipeline, Evaluation Methodology, and Initial Fine-Tuning Results for Child Speech Synthesis
Speech synthesis has come a long way as current text-to-speech (TTS) mod...
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01/05/2022
Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems
This study is focused on evaluating the real-time performance of thermal...
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09/20/2021
Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS)
Object detection in thermal infrared spectrum provides more reliable dat...
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04/08/2021
Towards End-to-End Neural Face Authentication in the Wild – Quantifying and Compensating for Directional Lighting Effects
The recent availability of low-power neural accelerator hardware, combin...
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05/05/2020
Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies
Methods for generating synthetic data have become of increasing importan...
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03/24/2020
Re-Training StyleGAN – A First Step Towards Building Large, Scalable Synthetic Facial Datasets
StyleGAN is a state-of-art generative adversarial network architecture t...
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03/24/2020
Dataset Cleaning – A Cross Validation Methodology for Large Facial Datasets using Face Recognition
In recent years, large "in the wild" face datasets have been released in...
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03/13/2020
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages
Technology-assisted platforms provide reliable solutions in almost every...
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03/02/2020
Towards Unconstrained Palmprint Recognition on Consumer Devices: a Literature Review
As a biometric palmprints have been largely under-utilized, but they off...
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03/01/2019
Deep Neural Network and Data Augmentation Methodology for off-axis iris segmentation in wearable headsets
A data augmentation methodology is presented and applied to generate a l...
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06/28/2018
Efficient CNN Implementation for Eye-Gaze Estimation on Low-Power/Low-Quality Consumer Imaging Systems
Accurate and efficient eye gaze estimation is important for emerging con...
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06/19/2018
Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN), Multi Class Scenarios
Conditional generators learn the data distribution for each class in a m...
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05/28/2018
Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN)
Being able to generate constrained samples is one of the most appealing ...
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05/01/2018
Versatile Auxiliary Classifier + Generative Adversarial Network (VAC+GAN); Training Conditional Generators
One of the most interesting challenges in Artificial Intelligence is to ...
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12/07/2017
An End to End Deep Neural Network for Iris Segmentation in Unconstraint Scenarios
With the increasing imaging and processing capabilities of today's mobil...
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11/21/2017
The Application of Preconditioned Alternating Direction Method of Multipliers in Depth from Focal Stack
Post capture refocusing effect in smartphone cameras is achievable by us...
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11/21/2017
Total Variation-Based Dense Depth from Multi-Camera Array
Multi-Camera arrays are increasingly employed in both consumer and indus...
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08/05/2017
A Review and Analysis of Eye-Gaze Estimation Systems, Algorithms and Performance Evaluation Methods in Consumer Platforms
In this paper a review is presented of the research on eye gaze estimati...
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03/24/2017