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04/13/2023
Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention
Driver Monitoring Systems (DMSs) are crucial for safe hand-over actions ...
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10/17/2022
Real-Time Driver Monitoring Systems through Modality and View Analysis
Driver distractions are known to be the dominant cause of road accidents...
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07/27/2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training
We propose a solution to detect anomalous events in videos without the n...
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07/16/2022
Visually-aware Acoustic Event Detection using Heterogeneous Graphs
Perception of auditory events is inherently multimodal relying on both a...
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06/26/2022
Video Anomaly Detection via Prediction Network with Enhanced Spatio-Temporal Memory Exchange
Video anomaly detection is a challenging task because most anomalies are...
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02/28/2022
FusionCount: Efficient Crowd Counting via Multiscale Feature Fusion
State-of-the-art crowd counting models follow an encoder-decoder approac...
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01/24/2022
Spectral-PQ: A Novel Spectral Sensitivity-Orientated Perceptual Compression Technique for RGB 4:4:4 Video Data
There exists an intrinsic relationship between the spectral sensitivity ...
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01/11/2022
Large Scale Analysis of Open MOOC Reviews to Support Learners' Course Selection
The recent pandemic has changed the way we see education. It is not surp...
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12/19/2021
Improving Face-Based Age Estimation with Attention-Based Dynamic Patch Fusion
With the increasing popularity of convolutional neural networks (CNNs), ...
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08/24/2021
Joint Learning Architecture for Multiple Object Tracking and Trajectory Forecasting
This paper introduces a joint learning architecture (JLA) for multiple o...
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08/10/2021
Multi-Camera Trajectory Forecasting with Trajectory Tensors
We introduce the problem of multi-camera trajectory forecasting (MCTF), ...
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07/01/2021
On the detection-to-track association for online multi-object tracking
Driven by recent advances in object detection with deep neural networks,...
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06/13/2021
Deep Learning for Reversible Steganography: Principles and Insights
Deep-learning–centric reversible steganography has emerged as a promisin...
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12/02/2020
Video Anomaly Detection by Estimating Likelihood of Representations
Video anomaly detection is a challenging task not only because it involv...
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07/01/2020
Age-Oriented Face Synthesis with Conditional Discriminator Pool and Adversarial Triplet Loss
The vanilla Generative Adversarial Networks (GAN) are commonly used to g...
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06/06/2020
Ensemble Network for Ranking Images Based on Visual Appeal
We propose a computational framework for ranking images (group photos in...
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05/16/2020
JNCD-Based Perceptual Compression of RGB 4:4:4 Image Data
In contemporary lossy image coding applications, a desired aim is to dec...
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05/16/2020
Spatiotemporal Adaptive Quantization for the Perceptual Video Coding of RGB 4:4:4 Data
Due to the spectral sensitivity phenomenon of the Human Visual System (H...
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05/01/2020
Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras
We introduce the task of multi-camera trajectory forecasting (MCTF), whe...
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09/26/2019
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments
This paper introduces the problem of multiple object forecasting (MOF), ...
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05/09/2019
Forecasting Pedestrian Trajectory with Machine-Annotated Training Data
Reliable anticipation of pedestrian trajectory is imperative for the ope...
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07/27/2018
Fusion Network for Face-based Age Estimation
Convolutional Neural Networks (CNN) have been applied to age-related res...
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02/16/2018
Coding Block-Level Perceptual Video Coding for 4:4:4 Data in HEVC
There is an increasing consumer demand for high bit-depth 4:4:4 HD video...
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10/26/2017
JND-Based Perceptual Video Coding for 4:4:4 Screen Content Data in HEVC
The JCT-VC standardized Screen Content Coding (SCC) extension in the HEV...
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10/05/2016
The Predictive Context Tree: Predicting Contexts and Interactions
With a large proportion of people carrying location-aware smartphones, w...
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06/07/2016
