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python读取raw binary图片并提取统计信息的实例

作者：oldveteran　　发布时间：2023-09-22 12:46:35　

标签：python,raw,binary,统计信息

用python语言读取二进制图片文件，并提取非零数据统计信息（例如：max，min，skewness and kurtosis）

python新手，注释较少，欢迎指教


import struct
import math
import numpy
import scipy.stats

filename = input('enter file name')
f = open(filename, 'rb')
f.seek(0, 0)

c = 0
numOfZero = 0
s = 0
num = []
m = 0

while True:
 temp = f.read(4)
 if len(temp) == 0:
   break
 else:
   c = c + 1
print(c)
print(numOfZero)

sum = 0
squSum = 0
min = 2000
max = 0
list = []
num = []
f.seek(0, 0)

for i in range(0, c):
 a = f.read(4)
 b = struct.unpack('<f', a)
 list.append(b[0])
 if list[i] == 0:
   numOfZero = numOfZero + 1
 else:
   num.append(b[0])
 if list[i] > max:
   max = list[i]
 if list[i] < min and list[i] != 0:
   min = list[i]
 sum = sum + list[i]

stan_Dev = numpy.std(num)
median = numpy.median(num)
sk = scipy.stats.skew(num)
ku = scipy.stats.kurtosis(num)

print('numOfZero = ', numOfZero)
print('sum = ', sum)
print('meanValue = ',sum / (c - numOfZero))
print('maxValue = ', max)
print('minValue = ', min)
print('median = ', median)
print('stdev = ', stan_Dev)
print('skewness = ', sk)
print('kurtosis = ', ku)

f.close()

来源：https://blog.csdn.net/oldveteran/article/details/52041119

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