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Fig 1.

Provides a high level view of multi-stage gaze-controlled virtual keyboard using eye tracking produced by the authors.

(if accepted, production will need this reference to link the reader to the figure).

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Table 1.

Performance of some models compared to the traditional Haar Cascade.

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Table 1 Expand

Table 2.

Evaluation results of eye detection approaches.

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Table 2 Expand

Fig 2.

Shows the block diagram of ResNet34.

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Fig 2 Expand

Fig 3.

Blink detection (if accepted, production will need this reference to link the reader to the figure).

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Fig 3 Expand

Table 3.

Performance metrics—Before calibration (if accepted, production will need this reference to link the reader to the table).

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Table 3 Expand

Table 4.

Performance metrics—After calibration (if accepted, production will need this reference to link the reader to the table).

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Table 4 Expand

Fig 4.

Gaze detection (if accepted, production will need this reference to link the reader to the figure).

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Fig 4 Expand

Fig 5.

Sclera pixel segmentation (if accepted, production will need this reference to link the reader to the figure).

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Fig 5 Expand

Table 5.

Performance metrics—Before calibration (if accepted, production will need this reference to link the reader to the table).

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Table 5 Expand

Table 6.

Performance metrics—After calibration (if accepted, production will need this reference to link the reader to the table).

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Table 6 Expand

Fig 6.

Key selection algorithm produced by the authors (if accepted, production will need this reference to link the reader to the figure).

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Fig 6 Expand

Fig 7.

Application of the key selection process (if accepted, production will need this reference to link the reader to the figure).

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Fig 8.

Mean selection times across stages (if accepted, production will need this reference to link the reader to the figure).

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Fig 8 Expand

Fig 9.

Learning effects over sessions(if accepted, production will need this reference to link the reader to the figure).

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Fig 9 Expand

Fig 10.

Character accuracy by keyboard location.

(if accepted, production will need this reference to link the reader to the figure).

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Fig 11.

Subjective ratings(if accepted, production will need this reference to link the reader to the figure).

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Fig 11 Expand

Fig 12.

Distribution of WPM among subjects (if accepted, production will need this reference to link the reader to the figure).

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Fig 12 Expand

Table 7.

Summary of the performance matrix (if accepted, production will need this reference to link the reader to the table).

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Table 7 Expand