Tam V. Nguyen

Orcid: 0000-0003-0236-7992

Affiliations:
  • University of Dayton, Department of Computer Science, OH, USA
  • Singapore Polytechnic, ARTIC Research Centre, Singapore (former)
  • National University of Singapore, Department of Electrical and Computer Engineering, Singapore (former, PhD 2013)
  • Chonnam National University, Department of Computer Engineering, South Korea (former)


According to our database1, Tam V. Nguyen authored at least 120 papers between 2009 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Sketch-to-image synthesis via semantic masks.
Multim. Tools Appl., March, 2024

Predicting an Optimal Medication/Prescription Regimen for Patient Discordant Chronic Comorbidities Using Multi-Output Models.
Inf., 2024

ARtVista: Gateway To Empower Anyone Into Artist.
CoRR, 2024

iCONTRA: Toward Thematic Collection Design Via Interactive Concept Transfer.
CoRR, 2024

LUMOS-DM: Landscape-Based Multimodal Scene Retrieval Enhanced by Diffusion Model.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

A Comprehensive Analysis of Object Detectors in Adverse Weather Conditions.
Proceedings of the 58th Annual Conference on Information Sciences and Systems, 2024

MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Real estate pricing prediction via textual and visual features.
Mach. Vis. Appl., November, 2023

MANet: Multi-branch attention auxiliary learning for lung nodule detection and segmentation.
Comput. Methods Programs Biomed., November, 2023

SketchANIMAR: Sketch-based 3D animal fine-grained retrieval.
Comput. Graph., November, 2023

TextANIMAR: Text-based 3D animal fine-grained retrieval.
Comput. Graph., November, 2023

Image synthesis: a review of methods, datasets, evaluation metrics, and future outlook.
Artif. Intell. Rev., October, 2023

Multimodal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Revisiting natural user interaction in virtual world.
J. Ambient Intell. Humaniz. Comput., March, 2023

Impact of loss functions on semantic segmentation in far-field monitoring.
Comput. Aided Civ. Infrastructure Eng., February, 2023

Instance-Level Few-Shot Learning With Class Hierarchy Mining.
IEEE Trans. Image Process., 2023

UIT-ADrone: A Novel Drone Dataset for Traffic Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Abstraction-perception preserving cartoon face synthesis.
Multim. Tools Appl., 2023

AI vs. AI: Can AI Detect AI-Generated Images?
J. Imaging, 2023

Anomaly Analysis in Images and Videos: A Comprehensive Review.
ACM Comput. Surv., 2023

Unveiling Camouflage: A Learnable Fourier-based Augmentation for Camouflaged Object Detection and Instance Segmentation.
CoRR, 2023

Few-Shot Object Detection via Synthetic Features with Optimal Transport.
CoRR, 2023

Few-shot Camouflaged Animal Detection and Segmentation.
CoRR, 2023

Collaborative Consultation Doctors Model: Unifying CNN and ViT for COVID-19 Diagnostic.
IEEE Access, 2023

Sketch2Reality: Immersive 3D Indoor Scene Synthesis via Sketches.
Proceedings of the 12th International Symposium on Information and Communication Technology, 2023

MobileNet-SA: Lightweight CNN with Self Attention for Sketch Classification.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal Embedding.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

Light-weight Sketch Recognition with Knowledge Distillation.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2023

DM-VTON: Distilled Mobile Real-time Virtual Try-On.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2023

VIDES: Virtual Interior Design via Natural Language and Visual Guidance.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2023

Multi-Output Career Prediction: Dataset, Method, and Benchmark Suite.
Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

Polyp Instance Segmentation in Colonoscopy Images: A Benchmark.
Proceedings of the 8th IEEE/ACIS International Conference on Big Data, 2023

2022
Camouflaged Instance Segmentation In-the-Wild: Dataset, Method, and Benchmark Suite.
IEEE Trans. Image Process., 2022

Adaptive multi-vehicle motion counting.
Signal Image Video Process., 2022

Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation.
Mach. Vis. Appl., 2022

Few-shot object detection via baby learning.
Image Vis. Comput., 2022

Pervasive Healthcare Internet of Things: A Survey.
Inf., 2022

Vietnamese Document Analysis: Dataset, Method and Benchmark Suite.
IEEE Access, 2022

A Benchmark of Parsing Vietnamese Publications.
IEEE Access, 2022

House Price Prediction via Visual Cues and Estate Attributes.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

Photobombing Removal Benchmarking.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

Public Speaking Simulator with Speech and Audience Feedback.
Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

Chemisim: A Web-based VR Simulator for Chemistry Experiments.
Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

Data-Driven City Traffic Planning Simulation.
Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

Text Query based Traffic Video Event Retrieval with Global-Local Fusion Embedding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Mixed reality system for nondestructive evaluation training.
Virtual Real., 2021

Masked Face Analysis via Multi-Task Deep Learning.
J. Imaging, 2021

Olympic Games Event Recognition via Transfer Learning with Photobombing Guided Data Augmentation.
J. Imaging, 2021

Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing.
CoRR, 2021

Multimodal-based Scene-Aware Framework for Aquatic Animal Segmentation.
CoRR, 2021

R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation.
CoRR, 2021

Camouflaged Instance Segmentation: Dataset and Benchmark Suite.
CoRR, 2021

MirrorNet: Bio-Inspired Camouflaged Object Segmentation.
IEEE Access, 2021

R<sup>2</sup>U3D: Recurrent Residual 3D U-Net for Lung Segmentation.
IEEE Access, 2021

CCBANet: Cascading Context and Balancing Attention for Polyp Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Traffic Video Event Retrieval via Text Query Using Vehicle Appearance and Motion Attributes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Parsing Digitized Vietnamese Paper Documents.
Proceedings of the Computer Analysis of Images and Patterns, 2021

Interactive Video Object Mask Annotation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

CamouFinder: Finding Camouflaged Instances in Images.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Unsupervised Deep Cross-modality Spectral Hashing.
IEEE Trans. Image Process., 2020

Text-to-image via mask anchor points.
Pattern Recognit. Lett., 2020

HIT4Mal: Hybrid image transformation for malware classification.
Trans. Emerg. Telecommun. Technol., 2020

MirrorNet: Bio-Inspired Adversarial Attack for Camouflaged Object Segmentation.
CoRR, 2020

Secure Captchas via Object Segment Collages.
IEEE Access, 2020

Data Augmentation Analysis in Vehicle Detection from Aerial Videos.
Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 2020

Text-to-Image Synthesis via Aesthetic Layout.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Flood Level Prediction via Human Pose Estimation from Social Media Images.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020


Aesthetic-Aware Text to Image Synthesis.
Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

2019
From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval.
ACM Trans. Multim. Comput. Commun. Appl., 2019

Semantic Prior Analysis for Salient Object Detection.
IEEE Trans. Image Process., 2019

Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning.
IEEE Trans. Image Process., 2019

YADA: you always dream again for better object detection.
Multim. Tools Appl., 2019

You always look again: Learning to detect the unseen objects.
J. Vis. Commun. Image Represent., 2019

Video instance search via spatial fusion of visual words and object proposals.
Int. J. Multim. Inf. Retr., 2019

Anabranch network for camouflaged object segmentation.
Comput. Vis. Image Underst., 2019

A Convolutional Transformation Network for Malware Classification.
CoRR, 2019

LiveSense: Contextual Advertising in Live Streaming Videos.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

SharkTank Deal Prediction: Dataset and Computational Model.
Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

2018
Kernel based online learning for imbalance multiclass classification.
Neurocomputing, 2018

Attentive Systems: A Survey.
Int. J. Comput. Vis., 2018

Revisit of Region-Feature Combinations in Facial Analysis.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Ensemble of Deep Object Detectors for Page Object Detection.
Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

ASMIM: Augmented Reality Authoring System for Mobile Interactive Manuals.
Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

Denser Trajectories of Anchor Points for Action Recognition.
Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

Natural Language, Mixed-initiative Personal Assistant Agents.
Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

2017
As-similar-as-possible saliency fusion.
Multim. Tools Appl., 2017

Dual-layer kernel extreme learning machine for action recognition.
Neurocomputing, 2017

Smart Mirror: Intelligent Makeup Recommendation and Synthesis.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Shadow Puppetry with Robotic Arms.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Salient Object Detection with Semantic Priors.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Novel evaluation metrics for seam carving based image retargeting.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Augmented immersion: video cutout and gesture-guided embedding for gaming applications.
Multim. Tools Appl., 2016

MARIM: Mobile Augmented Reality for Interactive Manuals.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Exploiting generic multi-level convolutional neural networks for scene understanding.
Proceedings of the 14th International Conference on Control, 2016

GECKA3D: A 3D Game Engine for Commonsense Knowledge Acquisition.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

2015
STAP: Spatial-Temporal Attention-Aware Pooling for Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2015

Adaptive Nonparametric Image Parsing.
IEEE Trans. Circuits Syst. Video Technol., 2015

Sense Beyond Expressions: Cuteness.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

SalAd: A Multimodal Approach for Contextual Video Advertising.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Salient Object Detection via Augmented Hypotheses.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Salient Object Detection via Objectness Proposals.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Touch Saliency: Characteristics and Prediction.
IEEE Trans. Multim., 2014

Audio Matters in Visual Attention.
IEEE Trans. Circuits Syst. Video Technol., 2014

Seeing Human Weight from a Single RGB-D Image.
J. Comput. Sci. Technol., 2014

GACE: Gesture and Appearance Cutout Embedding for Gaming Applications.
Proceedings of the 2nd ACM International Workshop on Immersive Media Experiences, 2014

2013
Towards decrypting attractiveness via multi-modality cues.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Image Re-Attentionizing.
IEEE Trans. Multim., 2013

Static saliency vs. dynamic saliency: a comparative study.
Proceedings of the ACM Multimedia Conference, 2013

2012
3DME: 3D media express from RGB-D images.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Sense beauty via face, dressing, and/or voice.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Hi, magic closet, tell me what to wear!
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Depth Matters: Influence of Depth Cues on Visual Saliency.
Proceedings of the Computer Vision - ECCV 2012, 2012

2010
Development of a Context Aware Virtual Smart Home Simulator
CoRR, 2010

Context Ontology Implementation for Smart Home
CoRR, 2010

Context Awareness Framework Based on Contextual Graph
CoRR, 2010

Network Traffic Anomalies Detection and Identification with Flow Monitoring
CoRR, 2010

2009
CCBR: Chaining Case Based Reasoning in Context-Aware Smart Home.
Proceedings of the First Asian Conference on Intelligent Information and Database Systems, 2009

How to Maximize User Satisfaction Degree in Multi-service IP Networks.
Proceedings of the First Asian Conference on Intelligent Information and Database Systems, 2009


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