Search Results for author: Vijay John

Found 6 papers, 2 papers with code

Multi-View Video-Based Learning: Leveraging Weak Labels for Frame-Level Perception

no code implementations18 Mar 2024 Vijay John, Yasutomo Kawanishi

In this paper, we propose a novel learning framework, where the weak labels are first used to train a multi-view video-based base model, which is subsequently used for downstream frame-level perception tasks.

Action Recognition

A Multimodal Sensor Fusion Framework Robust to Missing Modalities for Person Recognition

no code implementations20 Oct 2022 Vijay John, Yasutomo Kawanishi

In the framework, a novel deep latent embedding framework, termed the AVTNet, is proposed to learn multiple latent embeddings.

Person Recognition Sensor Fusion

Self-Scheduling Robust Preview Controllers for Path Tracking and Autonomous Vehicles

1 code implementation29 Oct 2020 Ali Boyali, Lyu Zheming, Vijay John, Rathour Swarn, Seichi Mita

In this study, we detail the procedures for designing gain scheduling controllers by Linear Quadratic $H_\infty$ robust optimization methods in Linear Matrix Inequalities (LMI) framework.

Optimization and Control

Principal Model Analysis Based on Partial Least Squares

no code implementations6 Feb 2019 Qiwei Xie, Liang Tang, Weifu Li, Vijay John, Yong Hu

Motivated by the Bagging Partial Least Squares (PLS) and Principal Component Analysis (PCA) algorithms, we propose a Principal Model Analysis (PMA) method in this paper.

Dimensionality Reduction General Classification +1

IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation

no code implementations25 Jun 2018 Shuo Liu, Vijay John, Erik Blasch, Zheng Liu, Ying Huang

Context enhancement is critical for night vision (NV) applications, especially for the dark night situation without any artificial lights.

Translation

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

1 code implementation10 Mar 2018 Ali Boyali, Seichi Mita, Vijay John

In this tutorial, we detailed simple controllers for autonomous parking and path following for self-driving cars providing practical methods for curvature computation.

Robotics

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