Search Results for author: Matthew A. Garratt

Found 3 papers, 0 papers with code

Lightweight Monocular Depth Estimation with an Edge Guided Network

no code implementations29 Sep 2022 Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass, Junyu Dong

In order to aggregate the context information and edge attention features, we design a transformer-based feature aggregation module (TRFA).

Decoder Monocular Depth Estimation

Review of Applications of Generalized Regression Neural Networks in Identification and Control of Dynamic Systems

no code implementations29 May 2018 Ahmad Jobran Al-Mahasneh, Sreenatha G. Anavatti, Matthew A. Garratt

This paper depicts a brief revision of Generalized Regression Neural Networks (GRNN) applications in system identification and control of dynamic systems.

regression

PALM: An Incremental Construction of Hyperplanes for Data Stream Regression

no code implementations11 May 2018 Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt

Data stream has been the underlying challenge in the age of big data because it calls for real-time data processing with the absence of a retraining process and/or an iterative learning approach.

Autonomous Vehicles Clustering +1

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