Search Results for author: Adrian K. Davison

Found 5 papers, 0 papers with code

A Review on Facial Micro-Expressions Analysis: Datasets, Features and Metrics

no code implementations7 May 2018 Walied Merghani, Adrian K. Davison, Moi Hoon Yap

Facial micro-expressions are very brief, spontaneous facial expressions that appear on the face of humans when they either deliberately or unconsciously conceal an emotion.

DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification

no code implementations28 Nov 2017 Manu Goyal, Neil D. Reeves, Adrian K. Davison, Satyan Rajbhandari, Jennifer Spragg, Moi Hoon Yap

In this paper, we have proposed the use of traditional computer vision features for detecting foot ulcers among diabetic patients, which represent a cost-effective, remote and convenient healthcare solution.

Classification General Classification

Objective Classes for Micro-Facial Expression Recognition

no code implementations24 Aug 2017 Adrian K. Davison, Walied Merghani, Moi Hoon Yap

The best result achieves 86. 35\% accuracy when classifying the proposed 5 classes on CASME II using HOG 3D, outperforming the result of the state-of-the-art 5-class emotional-based classification in CASME II.

Facial Expression Recognition General Classification +2

Objective Micro-Facial Movement Detection Using FACS-Based Regions and Baseline Evaluation

no code implementations15 Dec 2016 Adrian K. Davison, Cliff Lansley, Choon Ching Ng, Kevin Tan, Moi Hoon Yap

This paper proposes an individualised baseline micro-movement detection method using 3D Histogram of Oriented Gradients (3D HOG) temporal difference method.

Optical Flow Estimation

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