要分析圖像序列的時間穩定性,可以使用Pillow庫中的ImageSequence模塊來訪問和處理圖像序列。以下是一種可能的方法:
from PIL import Image, ImageSequence
image = Image.open('image_sequence.gif')
frames = [frame.copy() for frame in ImageSequence.Iterator(image)]
differences = []
for i in range(len(frames) - 1):
diff = ImageChops.difference(frames[i], frames[i + 1])
differences.append(diff)
similarities = []
for i in range(len(differences)):
similarity = ImageChops.difference(Image.new('RGB', frames[i].size, (255, 255, 255)), differences[i]).getbbox()[2:]
similarities.append(similarity)
通過以上步驟,您可以分析圖像序列的時間穩定性,并了解每個幀之間的差異和相似度得分。您還可以根據需要進一步調整和優化分析方法。