Vijay John

Orcid: 0000-0002-9553-0906

According to our database1, Vijay John authored at least 59 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Polylanenet++: enhancing the polynomial regression lane detection based on spatio-temporal fusion.
Signal Image Video Process., June, 2024

Multi-View Video-Based Learning: Leveraging Weak Labels for Frame-Level Perception.
CoRR, 2024

Frame-Level Latent Embedding Using Weak Labels for Multi-View Action Recognition.
Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

Generating Pseudo-Strong Labels from Weak Labels for Distributed Multi-Microphone Sound Event Detection.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023
Progressive Learning of a Multimodal Classifier Accounting for Different Modality Combinations.
Sensors, 2023

Combining Knowledge Distillation and Transfer Learning for Sensor Fusion in Visible and Thermal Camera-based Person Classification.
Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

Multimodal Cascaded Framework with Metric Learning Robust to Missing Modalities for Person Classification.
Proceedings of the 14th Conference on ACM Multimedia Systems, 2023

Audio-Visual Sensor Fusion Framework Using Person Attributes Robust to Missing Visual Modality for Person Recognition.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

2022
Distribution-dependent feature selection for deep neural networks.
Appl. Intell., 2022

A Multimodal Sensor Fusion Framework Robust to Missing Modalities for Person Recognition.
Proceedings of the 4th ACM International Conference on Multimedia in Asia, 2022

Audio and Video-based Emotion Recognition using Multimodal Transformers.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
Deep Learning Thermal Image Translation for Night Vision Perception.
ACM Trans. Intell. Syst. Technol., 2021

Deep Fusion-based Visible and Thermal Camera Forecasting using Seq2Seq GAN.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

2020
Enhancing Depth Quality of Stereo Vision using Deep Learning-based Prior Information of the Driving Environment.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

BVTNet: Multi-label Multi-class Fusion of Visible and Thermal Camera for Free Space and Pedestrian Segmentation.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Visible and Thermal Camera-Based Jaywalking Estimation Using a Hierarchical Deep Learning Framework.
Proceedings of the Computer Vision - ACCV 2020 Workshops - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Stereo vision-based vehicle localization in point cloud maps using multiswarm particle swarm optimization.
Signal Image Video Process., 2019

Principal Model Analysis Based on Partial Least Squares.
CoRR, 2019

RGB-D-Based Object Recognition Using Multimodal Convolutional Neural Networks: A Survey.
IEEE Access, 2019

SO-Net: Joint Semantic Segmentation and Obstacle Detection Using Deep Fusion of Monocular Camera and Radar.
Proceedings of the Image and Video Technology, 2019

RVNet: Deep Sensor Fusion of Monocular Camera and Radar for Image-Based Obstacle Detection in Challenging Environments.
Proceedings of the Image and Video Technology - 9th Pacific-Rim Symposium, 2019

Multi-Agent Reinforcement Learning for Autonomous On Demand Vehicles.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

2018
Estimation of Steering Angle and Collision Avoidance for Automated Driving Using Deep Mixture of Experts.
IEEE Trans. Intell. Veh., 2018

Real-time road surface and semantic lane estimation using deep features.
Signal Image Video Process., 2018

Fusing synergistic information from multi-sensor images: An overview from implementation to performance assessment.
Inf. Fusion, 2018

A Tutorial On Autonomous Vehicle Steering Controller Design, Simulation and Implementation.
CoRR, 2018

Vision and Dead Reckoning-based End-to-End Parking for Autonomous Vehicles.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Sensor Fusion of Intensity and Depth Cues using the ChiNet for Semantic Segmentation of Road Scenes.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Vision-based Steering Angle Prediction by the Fusion of Depth and Intensity Deep Features.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Free Space, Visible and Missing Lane Marker Estimation using the PsiNet and Extra Trees Regression.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Fusion of thermal and visible cameras for the application of pedestrian detection.
Signal Image Video Process., 2017

Statistical comparison of image fusion algorithms: Recommendations.
Inf. Fusion, 2017

Sensor Fusion and Registration of Lidar and Stereo Camera without Calibration Objects.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

Registration of GPS and Stereo Vision for Point Cloud Localization in Intelligent Vehicles Using Particle Swarm Optimization.
Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

3D point cloud map based vehicle localization using stereo camera.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Real-time hand posture and gesture-based touchless automotive user interface using deep learning.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Automated driving by monocular camera using deep mixture of experts.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Self-scheduling robust preview controllers for path tracking and autonomous vehicles.
Proceedings of the 11th Asian Control Conference, 2017

2016
Fast road scene segmentation using deep learning and scene-based models.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Deep Learning-Based Fast Hand Gesture Recognition Using Representative Frames.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015
Saliency Map Generation by the Convolutional Neural Network for Real-Time Traffic Light Detection Using Template Matching.
IEEE Trans. Computational Imaging, 2015

Real-Time Lane Estimation Using Deep Features and Extra Trees Regression.
Proceedings of the Image and Video Technology - 7th Pacific-Rim Symposium, 2015

Pedestrian detection in thermal images using adaptive fuzzy C-means clustering and convolutional neural networks.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Automatic calibration and registration of lidar and stereo camera without calibration objects.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2015

2014
Charting-based subspace learning for video-based human action classification.
Mach. Vis. Appl., 2014

Image Fusion Based on the (Δ<sup>-1</sup> - TV<sub>0</sub>) Energy Function.
Entropy, 2014

Pedestrian detection from thermal images with a scattered difference of directional gradients feature descriptor.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Traffic light recognition in varying illumination using deep learning and saliency map.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Use of Sparse Representation for Pedestrian Detection in Thermal Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Person re-identification using height-based gait in colour depth camera.
Proceedings of the IEEE International Conference on Image Processing, 2013

Solving Person Re-identification in Non-overlapping Camera using Efficient Gibbs Sampling.
Proceedings of the British Machine Vision Conference, 2013

2012
Relative Camera Localisation in Non-overlapping Camera Networks Using Multiple Trajectories.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011
Markerless multiple-view human motion analysis using swarm optimisation and subspace learning.
PhD thesis, 2011

2010
Markerless human articulated tracking using hierarchical particle swarm optimisation.
Image Vis. Comput., 2010

Markerless Multi-view Articulated Pose Estimation Using Adaptive Hierarchical Particle Swarm Optimisation.
Proceedings of the Applications of Evolutionary Computation, 2010

2009
Markerless Human Motion Capture Using Hierarchical Particle Swarm Optimisation.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2009

Articulated Human Motion Tracking with HPSO.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Phonetic decomposition for speech recognition of lesser-studied languages.
Proceedings of the 2009 international workshop on Intercultural collaboration, 2009


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