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Extrinsic and Depth Calibration of TOF- cameras Reporter 鄒鄒鄒 Date 2009/12/22

Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

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Page 1: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Extrinsic and Depth Calibration of TOF-

cameras

Reporter:鄒嘉恆Date:2009/12/22

Page 2: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

IntroductionThis work presents a calibration

procedure that enable user to calibrate the distance- and amplitude-related error of a ToF-camera for a desire operating range.

Page 3: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

outline

Distance-error modelDistance- and amplitude- related errorsLatency-related errorDepth calibration

Experimental resultsConclusion

Page 4: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Distance-error model(1/2)Emits incoherent NIR light :Remitted light : Correlation :

Phase delay :

Amplitude :

Distance :

Page 5: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Distance-error model(2/2)

P = {v1, …, vw} represent W image coordinates.

v = (r, c) where r and c denote the image row and column

Amplitude images :

Depth images :

Page 6: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Distance- and amplitude-related errors(1/4)

Non –ideal NIR-LED response

Correlation of the LED-signals with the control signal

Page 7: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Distance- and amplitude-related errors(2/4)This phenomenon results in phase-delay-

and distance-related error respectively.

Page 8: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Distance- and amplitude-related errors(3/4)Distance- and amplitude-related errors are

joined and approximated by M penalised splines :

Amplitude interval : Spline coefficients : K note points :

Page 9: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Distance- and amplitude-related errors(4/4)

Page 10: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Latency-related error

Different latencies for every pixel have to be taken into account

Page 11: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Depth calibration(1/2)

Overall error : Corrected distance

The distance between an measured point v and the calibration plane in a single shot i

Page 12: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Depth calibration(2/2)

S includes the spline

coefficients, (b1, b2),

(nc, dc), and tTs

Page 13: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Experimental results(1/7)

O3D100:50 x 64 pixelsCovers a measurement range up 7500mm

Page 14: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Experimental results(2/7)

Robustness

Page 15: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Experimental results(3/7)

Precision

Page 16: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Experimental results(4/7)

Precision Uncalibrated measurements

Page 17: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Experimental results(5/7)

Precision calibrated measurements

Page 18: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Experimental results(6/7)

Precision

Page 19: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Experimental results(7/7)

validity

Page 20: Extrinsic and Depth Calibration of TOF-cameras Reporter :鄒嘉恆 Date : 2009/12/22

Conclusion

The calibration procedure simultaneously estimates the distance parameter and the extrinsic parameters.

The calibration procedure considers the distance-related, the amplitude-related and latency-related error.