Research on Texture Image Classification任务书
2020-05-04 09:05
1. 毕业设计（论文）的内容和要求
1. basic requirements
focus on the task of texture image classification, especially for the critical techniques including feature extraction and classification methods. propose effective algorithms for classifying texture images.
2. main contents
2. 参考文献
[1] m. varma, a. zisserman. a statistical approach to material classification using image patch exemplars[j]. ieee transactions on pattern analysis and machine intelligence, 2009, 31(11):2032#8211;2047.
[2] ilea i, bombrun l, germain c, et al. texture image classification with riemannian fisher vectors[c]// ieee international conference on image processing. 2016.
[3] yang s, li q, feng d, et al. texture image classification with discriminative neural networks[j]. computational visual media, 2016, 2(4):367-377.
3. 毕业设计（论文）进程安排
|
起讫日期 |
设计（论文）各阶段工作内容 |
备 注 |
|
Before Week 19 （Before Jan. 11） |
Determine the thesis topic, and release the task requests. |
|
|
Week 20 (Jan. 04 to Jan. 18) |
Search and read related papers, understand the topic, and arrange the tasks for the winter vacation. |
|
|
Winter Vacation （Jan. 19 to Feb. 24） |
Read the literature further, fully understand the thesis requirements, determine the research framework of this topic, and write the thesis proposal. |
|
|
Week 1 （Feb. 25 to Mar. 01） |
Revise and improve the thesis proposal, and submit it to the thesis system. |
Thesis Proposal |
|
Week 2~3 （Mar. 04 to Mar. 15） |
Read the literature in more details, summarize the key points, and write a technical report. Perform primary experiments using the texture image datasets. |
|
|
Week 4～6 (Mar. 18 to Apr. 05) |
Focus on the feature extraction and classification problems in texture image classification task. Develop an effective method for texture image classification and perform simulations. |
|
|
Week 7～9 (Apr. 08 to Apr. 26) |
Perform experiments, compare and analyze the results. Summarize the results, and write a research report. |
Mid-term Examination (Oral Presentation) |
|
Week 10～12 (Apr. 29 to May 17) |
Write a thesis with more than 20000 words. |
|
|
Week 13～14 (May 20 to May 31) |
Revise the thesis and prepare for the oral defense. |
Thesis Defense (Oral Presentation) |
