課程名稱︰電腦視覺 (Computer Vision)
課程性質︰資工系（所）選修
課程教師︰傅楸善
開課學院：電機資訊學院
開課系所︰資工系（所）
考試日期（年月日）︰2019 年 11 月 5 日
考試時限（分鐘）：14:20 ~ 17:20 （原上課時段）
試題：
https://i.imgur.com/a/j2AAsdU.jpg
https://i.imgur.com/a/9qhyyZD.jpg
https://i.imgur.com/a/LFM5QZJ.jpg
1.(50%)名詞解釋
(1)shape from texture
(2)shape from shading
(3)alignment
(4)measurement vector
(5)pattern recognition
(6)virtual reality
(7)augmented reality
(8)stereo vision
(9)segmentation
(10)intensity histogram
(11)Gray-Level Co-occurrence Matrix(GLCM)
(12)region
(13)classifier
(14)bounding rectangle
(15)area
(16)centroid
(17)Statistical Pattern Recognition
(18)maximin decision rule
(19)Bayesian decision rule
(20)dilation
(21)opening
(22)recursive neighborhood operator
(23)symbolic domain
(24)linear shift invariant operator
(25)correlation
2.(4%)Please explain in detail classical connected components labeling
algorithm with global equivalence table.
3.(4%) Please explain in detail space-efficient two-pass algorithm that uses a
local equivalence table and run-length encoding.
4.(6%) Please describe the method, steps, and results of Chatbot for Smart
Glasses
5.(6%) Please describe the method, steps, and results of Object Recognition and
Segmentation with 3D Point Cloud with Color Stereo Camera and LiDAR.
6.(4%) Compute the Expected profit for the stiven conditions, notice that P(g)
= 0.95, P(b) = 0.05
Good Bad
Good P(g|g) = 0.8 P(b|g) = 0.2
Bad P(g|b) = 0.2 P(b|b) = 0.9
Good Bad
Good e(g, g) = 2000 e(b, g) = -100
Bad e(g, b) = -10000 e(b, b) = -100
7.(6%) Please describe the method, steps, and results of Circle Measurement
with X-Ray Image.
8.(6%) Please design 3 kernels and steps by using morphological operation to
process Figure A to obtain the result as shown in Figure B.
The size of one pepper and salt noise is 1 pixel. It is necessary to meet the
following conditions:
1. Remove pepper and salt noises.
2. Eliminates small holes.
3. Smooth edge effect. You must write out the operation and kernels that you
use.
For example:
Step 1: opening with a disk of radius 50.
Step 2: dilation with a disk of radius 50...
9.(6%) Please describe the method, steps, and results Watercolorization of
Photographic Image, 10. (4%) Given an input image
10.(4%)Given an input image and a 3x3 kernel (mask), what the output value of
convolution of input pixel (1,1) will be?
A 6.66 B. 7.66 C. 8.77 D. 0.5
(課本Convolution的圖)
11. (4%) What connectivity number of the sequence (A, B, C, D) will be on the
following binary image?
a. (2,3,4,0)
b. (3,4,5,1)
c. (3,4,2,0)
d. (2,0,2,0)
(一樣是課本CH6的圖)
12.(6%) Please describe the method, steps, and results of Vocal Separation for
Music.
備註：
(1) 熱騰騰的考題，雖然老師似乎沒有說什麼限制（但是題目卷有收回），可是只有前人
遺愛，才有後人乘涼，故整理了一下po上來
(2) 題目是小精靈生出來的，不要問、很可怕，配分和題目內容我保證有 99.99% 相同。
然後今年很...的出了50%名詞解釋，真的有夠xx，而且助教說會考的專題部分，通通變
成方法、步驟、結果，同學的愛心都白廢了，整體上考試體驗非常糟，希望未來不會再
這樣了QQ
(3) 考前有組讀書會+共筆，雖然不能說猜題準，但還是有不小幫助，至少有看過的話，
不會完全空白不知道要寫什麼，專題的部分就有啥寫啥，反正改題同學有說，只要有把
關鍵字寫出來，基本都給過~
(4) 考完老師會站在外面賭人，希望給建議跟改進的部分，同學千萬別客氣，有什麼抱怨
盡量說，這樣期末應該會比較好過一些，不過會調分，所以考爛應該也不用太擔心XD