Vishnu Monn Baskaran

74 papers A* 1A 4B 8C 1Journal 41Unranked 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
@LM DeceptionNet: A multimodal approach for efficient transfer learning-based deception detection.
Knowl. Based Syst.
Yuanya Zhuo, Vishnu Monn Baskaran, Lillian Yee Kiaw Wang, Raphaël C.-W. Phan
2025 — conf
Big Data Analytics Maturity Assessment in Malaysian Public Sector Agencies.
PACIS
M. Poobalan M. Masilamani, Vishnu Monn Baskaran, Wai Peng Wong
2025 B conf
Conceptualizing Multi-scale Wavelet Attention and Ray-based Encoding for Human-Object Interaction Detection.
IJCNN
Quan Bi Pay, Vishnu Monn Baskaran, Junn Yong Loo, KokSheik Wong, Simon See
2025 J jnl
Conceptualizing Multi-scale Wavelet Attention and Ray-based Encoding for Human-Object Interaction Detection.
CoRR
Quan Bi Pay, Vishnu Monn Baskaran, Junn Yong Loo, KokSheik Wong, Simon See
2025 A conf
Contrastive Autoencoder for Robust State Modelling of Soft Robots in Incomplete and Noisy Environments.
IROS
Shageenderan Sapai, Vishnu Monn Baskaran, Junn Yong Loo, Surya Girinatha Nurzaman, Chee Pin Tan
2025 B conf
Contrastive Denoising Variational Recurrent Neural Network for Noise-Agnostic State Modeling of Soft Robotic Systems.
IJCNN
Shageenderan Sapai, Vishnu Monn Baskaran, Junn Yong Loo, Surya Girinatha Nurzaman, Chee Pin Tan
2025 J jnl
DAP-CBR: enhancing Bitcoin block propagation efficiency using dynamic compact block relay's prefilling of transactions.
J. Supercomput.
Zi Hau Chin, Vishnu Monn Baskaran, Chee Keong Tan, Ian K. T. Tan, Timothy Tzen Vun Yap
2025 J jnl
Enhancing Industrial PCB and PCBA Defect Detection: An Efficient and Accurate SEConv-YOLO Approach.
IEEE Access
Sze Kit Ong, Chee Keong Tan, Vishnu Monn Baskaran, Boon Keat Puah, Kok Hoong Liew
2025 — conf
HyTver: A Novel Loss Function for Longitudinal Multiple Sclerosis Lesion Segmentation.
APSIPA
Dayan Perera, Fung Fung Ting, Vishnu Monn Baskaran
2025 B conf
Joint Optimisation of Electric Vehicle Routing and Scheduling: A Deep Learning-Driven Approach for Dynamic Fleet Sizes.
IJCNN
Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2025 J jnl
Joint Optimisation of Electric Vehicle Routing and Scheduling: A Deep Learning-Driven Approach for Dynamic Fleet Sizes.
CoRR
Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2025 J jnl
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching.
CoRR
Junn Yong Loo, Michelle Adeline, Julia Kaiwen Lau, Fang Yu Leong, Hwa Hui Tew, Arghya Pal, Vishnu Monn Baskaran, Chee-Ming Ting, Raphaël C.-W. Phan
2025 J jnl
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching.
Trans. Mach. Learn. Res.
Junn Yong Loo, Fang Yu Leong, Michelle Adeline, Julia Kaiwen Lau, Hwa Hui Tew, Arghya Pal, Vishnu Monn Baskaran, Chee-Ming Ting, Raphaël C.-W. Phan
2025 B conf
SpaRTAN: Spatial Reinforcement Token-based Aggregation Network for Visual Recognition.
IJCNN
Quan Bi Pay, Vishnu Monn Baskaran, Junn Yong Loo, KokSheik Wong, Simon See
2025 J jnl
SpaRTAN: Spatial Reinforcement Token-based Aggregation Network for Visual Recognition.
CoRR
Quan Bi Pay, Vishnu Monn Baskaran, Junn Yong Loo, KokSheik Wong, Simon See
2025 J jnl
Trade-off independent image watermarking using enhanced structured matrix decomposition.
Multim. Tools Appl.
Ahmed Khan, KokSheik Wong, Vishnu Monn Baskaran
2025 C conf
Transformer-based Deep Learning Model for Joint Routing and Scheduling with Varying Electric Vehicle Numbers.
IAS
Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2025 J jnl
Transformer-based Deep Learning Model for Joint Routing and Scheduling with Varying Electric Vehicle Numbers.
CoRR
Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2024 — conf
Big Data Analytics Maturity Dimensions: Aligning to Structuration Theory.
PACIS
M. Poobalan M. Masilamani, Vishnu Monn Baskaran, Wai Peng Wong, Anuja T. Dharmaratne, Prabha Rajagopal
2024 J jnl
Emotion-specific AUs for micro-expression recognition.
Multim. Tools Appl.
Shu-Min Leong, Raphaël C.-W. Phan, Vishnu Monn Baskaran
2024 J jnl
Joint Interference Cancellation and Signal Detection Using Latent Space Representations in VAE.
IEEE Trans. Consumer Electron.
Ian Wong Chee Wai, Mohamed Hisham Jaward, Vishnu Monn Baskaran, Shiuan-Ni Liang, Colin Chee Chong Hin, Moh Lim Sim
2024 A conf
MDHA: Multi-Scale Deformable Transformer with Hybrid Anchors for Multi-View 3D Object Detection.
IROS
Michelle Adeline, Junn Yong Loo, Vishnu Monn Baskaran
2024 J jnl
MDHA: Multi-Scale Deformable Transformer with Hybrid Anchors for Multi-View 3D Object Detection.
CoRR
Michelle Adeline, Junn Yong Loo, Vishnu Monn Baskaran
2024 A conf
Music Form Analysis: A Case Study of The Theme and Variations Form.
ICME
Jing Zhao, KokSheik Wong, Vishnu Monn Baskaran, Kiki Adhinugraha, David Taniar
2024 B conf
Reimagining Violent Action Detection with Human-Object Interaction.
AVSS
Vishnu Monn Baskaran, Ricky Sutopo, JunYi Lim, Joanne Mun-Yee Lim, KokSheik Wong
2024 J jnl
Sigma-Point Kalman Filter With Nonlinear Unknown Input Estimation via Optimization and Data-Driven Approach for Dynamic Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Junn Yong Loo, Ze Yang Ding, Vishnu Monn Baskaran, Surya Girinatha Nurzaman, Chee Pin Tan
2024 — conf
Tone-Mapping Resilient HDR Image Watermarking based on Multi-Transforms and Saliency Detection.
ICEIC
Ahmed Khan, KokSheik Wong, Minoru Kuribayashi, Vishnu Monn Baskaran
2024 J jnl
Variational Potential Flow: A Novel Probabilistic Framework for Energy-Based Generative Modelling.
CoRR
Junn Yong Loo, Michelle Adeline, Arghya Pal, Vishnu Monn Baskaran, Chee-Ming Ting, Raphael C.-W. Phan
2024 B conf
Video Deception Detection through the Fusion of Multimodal Feature Extraction and Neural Networks.
IJCNN
Yuanya Zhuo, Vishnu Monn Baskaran, Lillian Yee Kiaw Wang, Raphaël C.-W. Phan
2023 J jnl
A Zero-Shot Soft Sensor Modeling Approach Using Adversarial Learning for Robustness Against Sensor Fault.
IEEE Trans. Ind. Informatics
Ze Yang Ding, Junn Yong Loo, Surya Girinatha Nurzaman, Chee Pin Tan, Vishnu Monn Baskaran
2023 — conf
Computational Music: Analysis of Music Forms.
ICCSA (1)
Jing Zhao, KokSheik Wong, Vishnu Monn Baskaran, Kiki Adhinugraha, David Taniar
2023 A* conf
Cross-domain Transfer Learning and State Inference for Soft Robots via a Semi-supervised Sequential Variational Bayes Framework.
ICRA
Shageenderan Sapai, Junn Yong Loo, Ze Yang Ding, Chee Pin Tan, Raphaël C.-W. Phan, Vishnu Monn Baskaran, Surya Girinatha Nurzaman
2023 J jnl
Cross-domain Transfer Learning and State Inference for Soft Robots via a Semi-supervised Sequential Variational Bayes Framework.
CoRR
Shageenderan Sapai, Junn Yong Loo, Ze Yang Ding, Chee Pin Tan, Raphael C.-W. Phan, Vishnu Monn Baskaran, Surya Girinatha Nurzaman
2023 J jnl
ERNet: An Efficient and Reliable Human-Object Interaction Detection Network.
IEEE Trans. Image Process.
JunYi Lim, Vishnu Monn Baskaran, Joanne Mun-Yee Lim, KokSheik Wong, John See, Massimo Tistarelli
2023 — conf
HDR Image Watermarking based on Saliency Detection and Quantization Index Modulation.
APSIPA ASC
Ahmed Khan, Minoru Kuribayashi, KokSheik Wong, Vishnu Monn Baskaran
2023 J jnl
HDR image watermarking using saliency detection and quantization index modulation.
CoRR
Ahmed Khan, Minoru Kuribayashi, KokSheik Wong, Vishnu Monn Baskaran
2023 J jnl
Is it Violin or Viola? Classifying the Instruments' Music Pieces using Descriptive Statistics.
ACM Trans. Multim. Comput. Commun. Appl.
Chong Hong Tan, KokSheik Wong, Vishnu Monn Baskaran, Kiki Adhinugraha, David Taniar
2023 J jnl
Multi-mmlg: a novel framework of extracting multiple main melodies from MIDI files.
Neural Comput. Appl.
Jing Zhao, David Taniar, Kiki Adhinugraha, Vishnu Monn Baskaran, KokSheik Wong
2023 B conf
ScratchHOI: Training Human-Object Interaction Detectors from Scratch.
ICIP
JunYi Lim, Vishnu Monn Baskaran, Joanne Mun-Yee Lim, Ricky Sutopo, KokSheik Wong, Massimo Tistarelli
2023 J jnl
Sigma-point Kalman Filter with Nonlinear Unknown Input Estimation via Optimization and Data-driven Approach for Dynamic Systems.
CoRR
Junn Yong Loo, Ze Yang Ding, Vishnu Monn Baskaran, Surya Girinatha Nurzaman, Chee Pin Tan
2023 J jnl
Unsupervised Cross-Domain Soft Sensor Modelling via Deep Physics-Inspired Particle Flow Bayes.
CoRR
Junn Yong Loo, Ze Yang Ding, Surya Girinatha Nurzaman, Chee-Ming Ting, Vishnu Monn Baskaran, Chee Pin Tan
2022 — conf
Deep Learning-Based Demodulation of Radio Signal.
ISPACS
Kim Chia, Vishnu Monn Baskaran
2022 J jnl
Efficient Long-Term Dependencies Learning for Passenger Flow Prediction With Selective Feedback Mechanism.
IEEE Trans. Intell. Transp. Syst.
Ricky Sutopo, Joanne Mun-Yee Lim, Vishnu Monn Baskaran
2022 B conf
GraphEx: Facial Action Unit Graph for Micro-Expression Classification.
ICIP
Shu-Min Leong, Fuad Noman, Raphaël C.-W. Phan, Vishnu Monn Baskaran, Chee-Ming Ting
2022 J jnl
Invisible emotion magnification algorithm (IEMA) for real-time micro-expression recognition with graph-based features.
Multim. Tools Appl.
Adamu Muhammad Buhari, Chee-Pun Ooi, Vishnu Monn Baskaran, Raphael C.-W. Phan, KokSheik Wong, Wooi-Haw Tan
2022 — conf
Joint Channel Estimation and Signal Detection using Latent Space Representations in VAE.
ISPACS
Ian Wong Chee Wai, Mohamed Hisham Jaward, Vishnu Monn Baskaran, Chong Hin Chee, Moh Lim Sim
2022 — conf
Recurrent Network with Attention for Symbol Detection in Communication Systems.
ISPACS
Kim Chia, Vishnu Monn Baskaran, KokSheik Wong, Moh Lim Sim, Chong Hin Chee
2021 J jnl
Appearance-based passenger counting in cluttered scenes with lateral movement compensation.
Neural Comput. Appl.
Ricky Sutopo, Joanne Mun-Yee Lim, Vishnu Monn Baskaran, KokSheik Wong, Massimo Tistarelli, Heng Fui Liau
2021 J jnl
Deep multi-level feature pyramids: Application for non-canonical firearm detection in video surveillance.
Eng. Appl. Artif. Intell.
JunYi Lim, Md Istiaque Al Jobayer, Vishnu Monn Baskaran, Joanne Mun-Yee Lim, John See, KokSheik Wong
2021 J jnl
Faceless identification based on temporal strips.
Multim. Tools Appl.
Shu-Min Leong, Raphaël C.-W. Phan, Vishnu Monn Baskaran, Chee-Pun Ooi
2021 J jnl
Motion and Geometric Feature Analysis for Real-time Automatic Micro-expression Recognition Systems.
F1000Research
Adamu Muhammad Buhari, Chee-Pun Ooi, Vishnu Monn Baskaran, Wooi-Haw Tan
2021 A conf
Paying Attention to Varying Receptive Fields: Object Detection with Atrous Filters and Vision Transformers.
BMVC
Arthur Jian Shun Lam, JunYi Lim, Ricky Sutopo, Vishnu Monn Baskaran
2021 J jnl
Predictive Uncertainty Estimation Using Deep Learning for Soft Robot Multimodal Sensing.
IEEE Robotics Autom. Lett.
Ze Yang Ding, Junn Yong Loo, Vishnu Monn Baskaran, Surya Girinatha Nurzaman, Chee Pin Tan
2020 J jnl
Efficient Generation of Mandelbrot Set using Message Passing Interface.
CoRR
Bhanuka Manesha Samarasekara Vitharana Gamage, Vishnu Monn Baskaran
2020 J jnl
FACS-Based Graph Features for Real-Time Micro-Expression Recognition.
J. Imaging
Adamu Muhammad Buhari, Chee-Pun Ooi, Vishnu Monn Baskaran, Raphaël C.-W. Phan, KokSheik Wong, Wooi-Haw Tan
2020 J jnl
Privacy-preserving facial recognition based on temporal features.
Appl. Soft Comput.
Shu-Min Leong, Raphaël C.-W. Phan, Vishnu Monn Baskaran, Chee-Pun Ooi
2020 J jnl
Simulation and Analysis of Distributed Wireless Sensor Network using Message Passing Interface.
CoRR
Bhanuka Manesha Samarasekara Vitharana Gamage, Vishnu Monn Baskaran
2019 — conf
Gun Detection in Surveillance Videos using Deep Neural Networks.
APSIPA
JunYi Lim, Md Istiaque Al Jobayer, Vishnu Monn Baskaran, Joanne Mun-Yee Lim, KokSheik Wong, John See
2018 J jnl
A Survey of Automatic Facial Micro-expression Analysis: Databases, Methods and Challenges.
CoRR
Yee-Hui Oh, John See, Anh Cat Le Ngo, Raphael Chung-Wei Phan, Vishnu Monn Baskaran
2018 J jnl
Dominant speaker detection in multipoint video communication using Markov chain with non-linear weights and dynamic transition window.
Inf. Sci.
Vishnu Monn Baskaran, Yoong Choon Chang, Jonathan Loo, KokSheik Wong, Ming-Tao Gan
2017 — conf
A real time micro-expression detection system with LBP-TOP on a many-core processor.
APSIPA
Xin Rong Soh, Vishnu Monn Baskaran, Adamu Muhammad Buhari, Raphael C.-W. Phan
2017 J jnl
Searchable Data Vault: Encrypted Queries in Secure Distributed Cloud Storage.
Algorithms
Geong Sen Poh, Vishnu Monn Baskaran, Ji-Jian Chin, Moesfa Soeheila Mohamad, Kay Win Lee, Dharmadharshni Maniam, Muhammad Reza Z'aba
2016 — conf
Active surveillance using depth sensing technology - Part I: Intrusion detection.
ICCE-TW
Boon Leng Yap, Vishnu Monn Baskaran
2016 — conf
Active surveillance using depth sensing technology - Part II: Extending tracking range via cascaded depth sensors.
ICCE-TW
Wei Qi Chung, Vishnu Monn Baskaran
2016 — conf
Active surveillance using depth sensing technology - Part III: Real-time intrusion mapping with remote notification.
ICCE-TW
Jun Chieh Chua, Vishnu Monn Baskaran
2016 J jnl
Fast watermarking scheme for real-time spatial scalable video coding.
Signal Process. Image Commun.
Adamu Muhammad Buhari, Huo-Chong Ling, Vishnu Monn Baskaran, KokSheik Wong
2016 — conf
Low complexity watermarking scheme for scalable video coding.
ICCE-TW
Adamu Muhammad Buhari, Huo-Chong Ling, Vishnu Monn Baskaran, KokSheik Wong
2015 J jnl
Design and implementation of parallel video combiner architecture for multi-user video conferencing at ultra-high definition resolution.
Multim. Tools Appl.
Vishnu Monn Baskaran, Yoong Choon Chang, Jonathan Loo, KokSheik Wong
2015 — conf
Dominant speaker detection using discrete Markov chain for multi-user video conferencing.
ICCE-TW
Vishnu Monn Baskaran, Yoong Choon Chang, Jonathan Loo, KokSheik Wong, Ming-Tao Gan
2015 — conf
Dual layer video stream in HEVC through information hiding.
ICCE-TW
Yiqi Tew, KokSheik Wong, Vishnu Monn Baskaran
2015 J jnl
Real-time high-resolution downsampling algorithm on many-core processor for spatially scalable video coding.
J. Electronic Imaging
Adamu Muhammad Buhari, Huo-Chong Ling, Vishnu Monn Baskaran, KokSheik Wong
2013 J jnl
Software-based serverless endpoint video combiner architecture for high-definition multiparty video conferencing.
J. Netw. Comput. Appl.
Vishnu Monn Baskaran, Yoong Choon Chang, Jonathan Loo, KokSheik Wong
2010 — conf
Audio mixer with Automatic Gain Controller for software based Multipoint Control Unit.
APCCAS
Vishnu Monn Baskaran, KokSheik Wong
2010 — conf
Building a real-time multiple H.264 video streaming system based on intel IPP.
APCCAS
Vishnu Monn Baskaran, YeongSheng Low, KokSheik Wong