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#!/usr/bin/env python
"""
Usage:
    stabilise.py [options] <video>
    stabilise.py (-h | --help)

Options:
    -s COUNT, --skip=COUNT      Skip the first COUNT frames. [default: 0]
    -d COUNT, --duration=COUNT  Process COUNT frames.
"""

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import numpy as np

from scipy.signal import fftconvolve
from scipy.ndimage import maximum_filter
from dtcwt.backend.backend_numpy.lowlevel import reflect

import dtcwt.backend.backend_numpy as dtcwt_backend

def conv(X, h):
    # Extend X reflecting appropriately

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#!/bin/bash
#
# A script for Unix-like Operating Systems to download a little animated tour of the TARDIS.
#
# Run this file via "sh doctor-who-video.sh" or make it executable and run directly.

# Download all frames
for i in `seq -w 150`; do
  wget "http://news.bbcimg.co.uk/news/special/2013/newsspec_6050/img/tardis/desktop/m/doctor$i.png"
done

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Running NumPy colfilter...
100 loops, best of 3: 16.12 ms
Running OpenCL colfilter...
100 loops, best of 3: 3.08 ms
Speed up: x5.23
=====
Running NumPy coldfilt...
100 loops, best of 3: 11.18 ms
Running OpenCL coldfilt...
1000 loops, best of 3: 1.95 ms

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Running NumPy colfilter...
100 loops, best of 3: 15.98 ms
Running OpenCL colfilter...
100 loops, best of 3: 3.10 ms
Speed up: x5.16
=====
Running NumPy coldfilt...
100 loops, best of 3: 11.24 ms
Running OpenCL coldfilt...
1000 loops, best of 3: 1.96 ms