学术论文撰写与发表经验谈(哈尔滨工业大学)

1、学术论文撰写与发表经验谈,陆哲明 博士、教授 哈尔滨工业大学自动化测试与控制研究所 哈尔滨工业大学信息对抗技术研究所 ,背景,我校在全国高校中的论文排名 全国优秀博士论文奖、黑龙江省优秀硕士论文 毕业要求,Engineering Index,Science Citation Index,四大检索系统SCI、EI、ISTP、ISR,Index to Scientific 码字搜索算法速度不够快;出现码字索引分配新问题! 如何降低图象矢量量化编码算法的比特率,提高质量和加快速度? What to do? 开展码书设计算法、码字搜索、码字索引分配算法研究，开展图象矢量量化编码算法研究 How to

2、do?采用全局优化算法；采用不等式和变换域方法；采用全局优化算法；采用混合矢量量化器。 后两年每年发表10篇论文，SCI 2篇，EI 4篇；采用何种全局优化；采用何种变换域；如何结合两种矢量量化器。,创新,创新种类与验证： 原创型：新领域新方向、新方法新技术 改进型：已有方法或技术的改进，或创新地结合其他方法；分重大改进型、一般改进型和微小改进型 合并型：两种或多种方法、技术的简单集成 综述型：某领域技术、方法的整理、分类和比较 创新程度的验证：文献检索、性能指标改变程度 创新保护意识：原创型和重大改进型申请发明专利 创新来源： 有跳跃式（跨越式）思维。 翻看大量国内外文献。 与导师和其它学生

3、交流。 学科交叉。 国际交流。,Z. M. Lu and S. H. Sun (2000): Digital Image Watermarking Technique Based on Vector Quantisation. IEE Electronics Letters. 36(4): 303-305.(SCI&EI).,新思想、原创（将矢量量化用到数字水印领域）,Zhe-ming Lu, Jeng-shyang Pan and Sheng-he Sun (2000): Efficient Codeword Search Algorithm Based on Hadamard Transf

4、orm. IEE Electronics Letters. 36(16): 1364-1365. (SCI&EI).,Zhe-Ming Lu, Dian-Guo Xu, and Sheng-He Sun (2004 Accepted). Multipurpose Image Watermarking Algorithm Based on Multistage Vector Quantization. IEEE Transactions on Image Processing. Accepted for publication. (Submitted on 2002-9-14, TIP-0001

5、4-2002).(SCI, EI).,新思想、原创（将多级矢量量化用到多功能数字水印领域）,新思想、原创（将哈德码变换首次用到码字搜索领域）,J. S. Pan, Z. M. Lu and S. H. Sun (2000): Fast Codeword Search Algorithm for Image Coding Based on Mean-Variance Pyramids of Codewords. IEE Electronics Letters. 36(3): 210-211. (SCI&EI).,Jeng-Shyang Pan, Zhe-Ming Lu and Sheng-He

6、Sun (2003): An Efficient Encoding Algorithm for Vector Quantization Based on Subvector Technique. IEEE Transactions on Image Processing. 12(3):265-270. (SCI&EI).,已有方法的重大改进（属重大改进型）,Zhe-Ming LU, Dian-Guo XU and Sheng-He SUN (2003): Fast Codeword Search Algorithm for Image Vector Quantization Based on

7、Ordered Hadamard Transform. IEICE Transactions on Information and Systems. E86-D(7): 1318-1320. (SCI& EI).,陆哲明, 潘正祥, 孙圣和 (2000): 基于自适应搜索范围及顺序的快速矢量量化编码算法. 电子学报. 28(8): 91-93. (EI). 陆哲明, 潘正祥, 孙圣和 (2000): 基于改进禁止搜索算法的矢量量化码书设计. 电子学报. 28(9): 108-110. (EI).,已有方法的一般改进（属一般改进型）,孙圣和, 陆哲明 (2000): 数字水印处理技术. 电子学报

8、. 28(8): 85-90. (EI).,已有方法综述（属综述型）,陆哲明, 孙圣和 (2000): 基于自组织特征映射神经网络的矢量量化. 中国图象图形学报. 5A(10): 846-850. Zhe-Ming Lu, Jeng-Shyang Pan and Sheng-He Sun (2000): A Tabu Search Based Fuzzy c-means Algorithm for VQ Codebook Design. The 5th International Conference on Signal Processing (ICSP2000), Beijing, Chin

9、a, Aug. 21-25, 2000, Vol. II, 1049-1053. (ISTP).,微小改进型,合并型,验证,掌握验证手段 熟练掌握一门编程语言（Visual C+,Borland C+,Matlab） 掌握一种实验方法（材料、物理、化学） 掌握严密数学推导 要求 屁股坐得住、掌握调试能力 不耻下问 连续性 对比 搭建实验平台 以仿经典算法为目的搭建第一个仿真平台 英文版 源代码加注释 学会集成（学会要代码、下载代码）,撰写,题目（反映出内容和特色来）、摘要、引言 他人成果（不是简单抄袭、而是用自己语言描述） 本人成果(多用数学工具、框图和例子描述) 实验部分（相关方法必须比较、

10、实验图表丰富） 结论、致谢（简明扼要，避免与引言摘要重复） 参考文献（格式正确、仔细核对、要全、要新） 科技英语问题。（先模仿，后自立，描述方法查Google） 语言流畅/层次分明 数学符号和公式问题 图表问题,N,N,J. S. Pan, Z. M. Lu and S. H. Sun (2000): Fast Codeword Search Algorithm for Image Coding Based on Mean-Variance Pyramids of Codewords. IEE Electronics Letters. 36(3): 210-211. Z. M. Lu and

11、S. H. Sun (2000): Digital Image Watermarking Technique Based on Vector Quantisation. IEE Electronics Letters. 36(4): 303-305. Zhe-Ming Lu, Jeng-Shyang Pan and Sheng-He Sun (2000): Efficient Codeword Search Algorithm Based on Hadamard Transform. IEE Electronics Letters. 36(16): 1364-1365. Zhe-Ming LU

12、, Jeng-Shyang PAN and Sheng-He SUN (2000): Image Coding Based on Classified Side-Match Vector Quantization. IEICE Transactions on Information and Systems. E83-D(12). Zheming LU, Jengshyang PAN and Shenghe SUN (2000). An Efficient BTC Image Compression Algorithm with Vector Quantization. Chinese Jour

13、nal of Electronics. 9(4): 453-456. 孙圣和, 陆哲明 (2000): 数字水印处理技术. 电子学报. 28(8): 85-90. 陆哲明, 潘正祥, 孙圣和 (2000): 基于自适应搜索范围及顺序的快速矢量量化编码算法. 电子学报. 28(8): 91-93. 陆哲明, 孙圣和 (2000): 基于快速相关矢量量化的图象编码算法. 中国图象图形学报. 5A(6) Zhe-Ming Lu, Chun-He Liu, Dian-Guo Xu and Sheng-He Sun (2003): Semi-fragile Image Watermarking Meth

14、od Based on Index Constrained Vector Quantisation. IEE Electronics Letters. 39(1): Zhe-Ming Lu, Dian-Guo Xu, and Sheng-He Sun (2004 Accepted). Multipurpose Image Watermarking Algorithm Based on Multistage Vector Quantization. IEEE Transactions on Image Processing. Accepted for publication.,AbstractT

15、he rapid growth of digital multimedia and Internet technologies has made copyright protection, copy protection and integrity verification be three important issues in the digital world. To solve these problems, digital watermarking technique has been presented and widely researched. Traditional wate

16、rmarking algorithms are mostly based on discrete transform domains, such as discrete Cosine transform (DCT), discrete Fourier transform (DFT) and discrete wavelet transform (DWT). Most of these algorithms are good for only one purpose. Recently, some multipurpose digital watermarking methods have be

17、en presented, which can achieve the goal of content authentication and copyright protection simultaneously. However, they are based on DWT or DFT. Lately, several robust watermarking schemes based on vector quantization (VQ) have been presented, but they can be used only for copyright protection. In

18、 this paper, we present a novel multipurpose digital image watermarking method based on the multistage vector quantizer structure, which can be applied to image authentication and copyright protection. In the proposed method, the fragile watermark and the robust watermark are embedded in different VQ stages using different techniques, and both of them can be extracted without the original image. Simulation results demonstrate the effectiveness of our algorithm in terms of robustness and fragility.,Since commercial i