心理科学进展 ›› 2018, Vol. 26 ›› Issue (7): 1174-1185.doi: 10.3724/SP.J.1042.2018.01174
收稿日期:
2017-09-27
出版日期:
2018-07-15
发布日期:
2018-05-29
通讯作者:
隋雪,吴岩
E-mail:suixue88@163.com;wuy399@nenu.edu.cn
基金资助:
REN Xiaoqian1, FANG Xian1, SUI Xue1(), WU Yan2()
Received:
2017-09-27
Online:
2018-07-15
Published:
2018-05-29
Contact:
SUI Xue,WU Yan
E-mail:suixue88@163.com;wuy399@nenu.edu.cn
摘要:
手写体文字与打印体文字的识别过程存在很大差异, 与打印体文字相比, 手写体文字的识别受文本材料的影响更大, 具体包括文字的物理结构特性、文字特性、书写风格等。有关神经机制的研究发现, 手写体文字识别加工所涉及的脑区与打印体文字有所区别, 它既包含识别打印体文字的枕叶和外侧额顶叶, 还涉及到手写体文字识别的文化特异性脑区, 包括左后侧运动皮层, 外侧前额叶和后侧顶叶皮层。手写体文字加工既涉及整体加工, 也涉及特征加工, 加工方式既有其特异性, 又有与打印体文字的共同之处。未来研究应该进一步探究大脑在识别手写体文字时, 怎样在嘈杂的视觉信息中提取目标词, 并考虑手写体文字识别理论模型的构建, 以便更好地解释手写体文字的识别过程。
中图分类号:
任晓倩, 方娴, 隋雪, 吴岩. (2018). 手写体文字识别的特点及神经机制. 心理科学进展 , 26(7), 1174-1185.
REN Xiaoqian, FANG Xian, SUI Xue, WU Yan. (2018). Characteristics and neural mechanisms of handwritten character recognition. Advances in Psychological Science, 26(7), 1174-1185.
1 |
陈琳, 钟罗金, 冷英, 莫雷 . ( 2014). 拼音自动加工和语义加工中汉字字形的激活. 心理学报, 46( 11), 1661-1670.
doi: 10.3724/SP.J.1041.2014.01661 URL |
2 | 常玉林, 王丹烁, 周蔚 . ( 2016). 字形判断过程中的整体与局部优先效应: 来自反应时和眼动指标的证据. 心理科学, 39( 5), 1040-1044. |
3 |
管益杰, 李燕芳, 宋艳 . ( 2006). 汉字字形加工的关键特征模型. 山东师范大学学报(人文社会科学版), 51( 2), 126-129.
doi: 10.3969/j.issn.1001-5973.2006.02.026 URL |
4 | 宫殿坤, 郝春东, 王殿春 . ( 2009). 字体特征与搜索方式对视觉搜索反应时的影响. 心理科学, 32( 5), 1142-1145. |
5 | 胡学平, 孙继民, 曹蕊, 姚温青, 王美珠 . ( 2014). 实物形状的知觉相似性对视觉隐喻加工的影响. 心理学报, 46( 5), 607-620. |
6 |
胡笑羽, 刘海健, 刘丽萍, 臧传丽, 白学军 . ( 2007). E-Z阅读者模型的新进展. 心理学探新, 27( 1), 24- 29, 40.
doi: 10.3969/j.issn.1003-5184.2007.01.006 URL |
7 | 黄志平 . ( 2012). 字迹风格对字迹识别影响的眼动研究(硕士学位论文). 西安: 第四军医大学. |
8 | 金连文, 钟卓耀, 杨钊, 杨维信, 谢泽澄, 孙俊 . ( 2016). 深度学习在手写汉字识别中的应用综述. 自动化学报, 42( 8), 1125-1141. |
9 |
柯学, 白学军, 隋南 . ( 2004). 视知觉无意识加工中的形状优势效应. 心理科学, 27( 2), 321-324.
doi: 10.3969/j.issn.1671-6981.2004.02.020 URL |
10 | 柯学, 白学军, 隋南 . ( 2008). 视知觉无意识对局部形状和颜色特征加工的注意调节. 心理科学, 31( 2), 336-339. |
11 | 李宁, 梁宁建 . ( 2014). 多层次格式塔双向加工模型: 汉字输入中形码的认知加工机制. 心理与行为研究, 12( 4), 441-446. |
12 | 李辉, 王晶颖 . ( 2016). 汉字加工神经机制的特异性与一般性问题. 当代语言学, 18( 4), 568-580. |
13 | 沈模卫, 朱祖祥 . ( 1995). 整体汉字字形识别过程探索. 应用心理学, ( 2), 43-48. |
14 | 隋雪, 沈彤, 吴琼, 李莹 . ( 2013). 阅读眼动控制模型的中文研究——串行和并行. 辽宁师范大学学报(社会科学版), ( 5), 672-679. |
15 |
印丛, 王娟, 张积家 . ( 2011). 汉语言语产生中语音、字形启动的位置效应. 心理学报, 43( 9), 1002-1012.
doi: 10.3724/SP.J.1041.2011.01002 URL |
16 | 王成, 尤文平, 张清芳 . ( 2012). 书写产生过程的认知机制. 心理科学进展, 20( 10), 1560-1572. |
17 | 王磊, 杨丽川, 孟千力, 马原野 . ( 2018). 上丘-丘脑枕结节-杏仁核视觉皮层下通路及其生物学意义. 生理学报, 70( 1), 79-84. |
18 | 王静, 薛成波, 刘强 . ( 2018). 客体同维度特征的视觉工作记忆存储机制. 心理学报, 50( 2), 176-185. |
19 |
严建雯, 孙善麟 . ( 2005). 汉字识别的加工模型. 宁波大学学报(理工版), 18( 3), 329-332.
doi: 10.3969/j.issn.1001-5132.2005.03.011 URL |
20 | 周群, 尧德中, 尹愚, 饶恒毅, 卓彦, 陈霖 . ( 2005). 图形形状与空间位置知觉诱发脑电的相干性分析. 生物物理学报, 21( 5), 391-395. |
21 | 周爱保, 张学民, 舒华, 何立国 . ( 2005). 字体、字号和词性对汉字认知加工的影响. 应用心理学, 11( 2), 128-132. |
22 | 曾捷英, 周新林, 喻柏林 . ( 2001). 变形汉字的结构方式和笔画数效应. 心理学报, 33( 3), 204-208. |
23 |
臧克和 . ( 2006). 结构的整体性——汉字与视知觉. 语言文字应用, ( 3), 42-48.
doi: 10.3969/j.issn.1003-5397.2006.03.006 URL |
24 |
Barnhart, A. S., & Goldinger S. D, . ( 2010). Interpreting chicken-scratch: Lexical access for handwritten words. Journal of Experimental Psychology: Human Perception and Performance, 36( 4), 906-923.
doi: 10.1037/a0019258 URL pmid: 4241396 |
25 |
Barnhart, A. S., & Goldinger S. D, . ( 2013). Rotation reveals the importance of configural cues in handwritten word perception. Psychonomic Bulletin & Review, 20( 6), 1319-1326.
doi: 10.3758/s13423-013-0435-y URL pmid: 23589201 |
26 |
Barnhart, A. S., & Goldinger S. D, . ( 2015). Orthographic and phonological neighborhood effects in handwritten word perception. Psychonomic Bulletin & Review, 22( 6), 1739-1745.
doi: 10.3758/s13423-015-0846-z URL pmid: 26306881 |
27 |
Balota D. A., Aschenbrenner A. J., & Yap M. J . ( 2013). Additive effects of word frequency and stimulus quality: the influence of trial history and data transformations. Journal of Experimental Psychology: Learning Memory & Cognition, 39( 5), 1563-1571.
doi: 10.1037/a0032186 URL pmid: 3800158 |
28 |
Bolger D. J., Perfetti C. A., & Schneider W . ( 2005). Cross-cultural effect on the brain revisited: universal structures plus writing system variation. Human Brain Mapping, 25( 1), 92-104.
doi: 10.1002/(ISSN)1097-0193 URL |
29 |
Bub D. N., Arguin M., & Lecours A. R . ( 1993). Jules Dejerine and his interpretation of pure alexia. Brain and Language, 45( 4), 531-559.
doi: 10.1006/brln.1993.1059 URL pmid: 8118672 |
30 | Cabeza, R., & Nyberg L. , ( 2000). Imaging cognition II: An empirical review of 275 PET and fMRI studies. Journal of Cognitive Neuroscience, 12( 1), 1-47. |
31 |
Cao F., Vu M., Chan D. H., Lawrence J. M., Harris L. N., Guan Q., … Perfetti C. A . ( 2013). Writing affects the brain network of reading in Chinese: A functional magnetic resonance imaging study. Human Brain Mapping, 34( 7), 1670-1684.
doi: 10.1002/hbm.22017 URL pmid: 22378588 |
32 |
Chen, J. Y., & Cherng R. C, . ( 2013). The proximate unit in Chinese handwritten character production. Frontiers in Psychology, 4, 517.
doi: 10.3389/fpsyg.2013.00517 URL pmid: 3738862 |
33 |
Corcoran, D. W. J., & Rouse R. O, . ( 1970). An aspect of perceptual organization involved in reading typed and handwritten words. Quarterly Journal of Experimental Psychology, 22( 3), 526-530.
doi: 10.1080/14640747008401930 URL |
34 |
Coltheart M., Curtis B., Atkins P., & Haller M . ( 1993). Models of reading aloud: Dual-route and parallel- distributed-processing approaches. Psychological Review, 100( 4), 589-608.
doi: 10.1037/0033-295X.100.4.589 URL |
35 | De Zuniga C. M., Humphreys G. W., & Evett L. J . ( 1991). Additive and interactive effects of repetition, degradation, and word frequency in the reading of handwriting. In Besner, D. & Humphreys, G .( Eds.), Basic processes in reading (pp. 10-33). Hillsdale, NJ: Erlbaum. |
36 |
Dehaene S., Cohen L., Sigman M., & Vinckier F . ( 2005). The neural code for written words: A proposal. Trends in Cognitive Sciences, 9( 7), 335-341.
doi: 10.1016/j.tics.2005.05.004 URL pmid: 15951224 |
37 |
Diaz-Cabrera M., Ferrer M. A., & Morales A . ( 2015). Modeling the lexical morphology of western handwritten signatures. PLoS One, 10( 4), e0123254.
doi: 10.1371/journal.pone.0123254 URL pmid: 25860942 |
38 |
Dinges L., Al-Hamadi A., Elzobi M., El-etriby S., & Ghoneim A . ( 2015). ASM based synthesis of handwritten Arabic text pages. The Scientific World Journal, 2015, 323575.
doi: 10.1155/2015/323575 URL pmid: 4534626 |
39 |
Dinges L., Al-Hamadi A., Elzobi M., & El-etriby S . ( 2016). Synthesis of common Arabic handwritings to aid optical character recognition research. Sensors, 16( 3), 346.
doi: 10.3390/s16030346 URL pmid: 4813921 |
40 |
Gordon C. J., Spivev M. J., & Balasubramaniam R . ( 2017). Corticospinal excitability during the processing of handwritten and typed words and non-words. Neuroscience Letters, 651, 232-236.
doi: 10.1016/j.neulet.2017.05.021 URL pmid: 28504121 |
41 |
Engbert R., Longtin A., & Kliegl R . ( 2002). A dynamical model of saccade generation in reading based on spatially distributed lexical processing. Vision Research, 42( 5), 621-636.
doi: 10.1016/S0042-6989(01)00301-7 URL pmid: 11853779 |
42 |
Guan C. Q., Liu Y., Chan D. H. L., Ye F., & Perfetti C. A . ( 2011). Writing strengthens orthography and alphabetic- coding strengthens phonology in learning to read Chinese. Journal of Educational Psychology, 103( 3), 509-522.
doi: 10.1037/a0023730 URL |
43 |
Hellige, J. B., & Adamson M. M, . ( 2007). Hemispheric differences in processing handwritten cursive. Brain and Language, 102( 3), 215-227.
doi: 10.1016/j.bandl.2006.11.003 URL pmid: 17157906 |
44 |
Li, J. X., & James K. H, . ( 2016). Handwriting generates variable visual output to facilitate symbol learning. Journal of Experimental Psychology General, 145( 3), 298-313.
doi: 10.1037/xge0000134 URL pmid: 4755885 |
45 |
Longcamp M., Anton J. L., Roth M., & Velay J. L . ( 2003). Visual presentation of single letters activates a premotor area involved in writing. NeuroImage, 19( 4), 1492-1500.
doi: 10.1016/S1053-8119(03)00088-0 URL |
46 |
Magrassi L., Bongetta D., Bianchini S., Berardesca M., & Arienta C . ( 2010). Central and peripheral components of writing critically depend on a defined area of the dominant superior parietal gyrus. Brain Research, 1346, 145-154.
doi: 10.1016/j.brainres.2010.05.046 URL pmid: 20580692 |
47 |
Mukhopadhyay M., Singh P. K., Sarkar R., & Nasipuri M . ( 2018). A study of different classifier combination approaches for handwritten Indic Script Recognition. Journal of Imaging, 4( 2), 39.
doi: 10.3390/jimaging4020039 URL |
48 |
Nakamura K., Kuo W. J., Pegado F., Cohen L., Tzeng O. J. L., & Dehaene S . ( 2012). Universal brain systems for recognizing word shapes and handwriting gestures during reading. Proceedings of the National Academy of Sciences of the United States of America, 109( 50), 20762-20767.
doi: 10.1073/pnas.1217749109 URL pmid: 23184998 |
49 |
Perea M., Gil-López C., Beléndez V., & Carreiras M . ( 2016). Do handwritten words magnify lexical effects in visual word recognition? The Quarterly Journal of Experimental Psychology, 69( 8), 1631-1647.
doi: 10.1080/17470218.2015.1091016 URL pmid: 26340587 |
50 |
Perea M., Marcet A., Uixera B., & Vergara-Martínez, M .( 2016). Eye movements when reading sentences with handwritten words. The Quarterly Journal of Experimental Psychology, doi: 10.1080/17470218. 2016. 1237531.
doi: 10.1080/17470218.2016.1237531 URL pmid: 27635673 |
51 |
Perfetti, C. A., & Tan L. , ( 2013). Write to read: the brain’s universal reading and writing network. Trends in Cognitive Sciences, 17( 2), 56-57.
doi: 10.1016/j.tics.2012.12.008 URL pmid: 23357712 |
52 |
Planton S., Jucla M., Roux F. E., & Demonet J. F . ( 2013). The "handwriting brain": A meta-analysis of neuroimaging studies of motor versus orthographic processes. Cortex, 49( 10), 2772-2787.
doi: 10.1016/j.cortex.2013.05.011 URL pmid: 23831432 |
53 |
Qiao E., Vinckier F., Szwed M., Naccache L., Valabrègue R., Dehaene S., & Cohen L . ( 2010). Unconsciously deciphering handwriting: Subliminal invariance for handwritten words in the visual word form area. NeuroImage, 49( 2), 1786-1799.
doi: 10.1016/j.neuroimage.2009.09.034 URL pmid: 19781648 |
54 |
Reichle E. D., Pollatsek A., Fisher D. L., & Rayner K . ( 1998). Toward a model of eye movement control in reading. Psychological Review, 105( 1), 125-157.
doi: 10.1037/0033-295X.105.1.125 URL pmid: 9450374 |
55 |
Reichle E. D., Pollatsek A., Rayner K . ( 2006). E-Z Reader: A cognitive-control, serial-attention model of eye- movement behavior during reading. Cognitive Systems Research, 7( 1), 4-22.
doi: 10.1016/j.cogsys.2005.07.002 URL |
56 |
Reichle E. D., Warren T., & McConnell K . ( 2009). Using E-Z reader to model the effects of higher level language processing on eye movements during reading. Psychonomic Bulletin & Review, 16( 1), 1-21.
doi: 10.3758/PBR.16.1.1 URL pmid: 2629133 |
57 |
Rayner K., Reichle E. D., Stroud M. J., Williams C. C., & Pollatsek A . ( 2006). The effect of word frequency, word predictability, and font difficulty on the eye movements of young and older readers. Psychology and Aging, 21( 3), 448-465.
doi: 10.1037/0882-7974.21.3.448 URL pmid: 16953709 |
58 |
Rosso O. A., Ospina R., & Frery A. C . ( 2016). Classification and verification of handwritten signatures with time causal information theory quantifiers. PLoS One, 11( 12), e0166868.
doi: 10.1371/journal.pone.0166868 URL pmid: 5131934 |
59 |
Tan L. H., Spinks J. A., Eden G. F., Perfetti C. A., & Siok W. T . ( 2005). Reading depends on writing, in Chinese. Proceedings of the National Academy of Sciences of the United States of America, 102( 24), 8781-8785.
doi: 10.1073/pnas.0503523102 URL pmid: 15939871 |
60 |
Tan L. H., Xu M., Chang C. Q., & Siok W. T . ( 2013). China's language input system in the digital age affects children's reading development. Proceedings of the National Academy of Sciences of the United States of America, 110( 3), 1119-1123.
doi: 10.1073/pnas.1213586110 URL pmid: 23277555 |
61 |
Vajda S., Ranqoni Y., & Cecotti H . ( 2015). Semi-automatic ground truth generation using unsupervised clustering and limited manual labeling: Application to handwritten character recognition. Pattern Recognition Letters, 58, 23-28.
doi: 10.1016/j.patrec.2015.02.001 URL pmid: 25870463 |
62 |
Wandell B. A., Rauschecker A. M., & Yeatman J. D . ( 2012). Learning to see words. Annual Review of Psychology, 63( 1), 31-53.
doi: 10.1146/annurev-psych-120710-100434 URL |
63 |
Xu Y., Pollatsek A., & Potter M. C . ( 1999). The activation of Phonology during silent Chinese word reading. Journal of Experimental Psychology: Learning, Memory, and Cognition, 25( 4), 835-858.
doi: 10.1037/0278-7393.25.4.838 URL pmid: 10439499 |
64 |
Zhang, Q., & Feng, C . ( 2017). The interaction between central and peripheral processing in Chinese handwritten production: Evidence from the effect of lexicality and radical complexity. Frontiers in Psychology, 8, 334.
doi: 10.3389/fphys.2017.00334 URL pmid: 5440594 |
[1] | 王勇丽, 葛胜男, Lancy Lantin Huang, 万勤, 卢海丹. 言语想象的神经机制[J]. 心理科学进展, 2023, 31(4): 608-621. |
[2] | 孔祥祯, 张凤翔, 蒲艺. 空间导航的脑网络基础和调控机制[J]. 心理科学进展, 2023, 31(3): 330-337. |
[3] | 张明霞, 李雨欣, 李瑾, 刘勋. 内外动机对青少年记忆的影响及其神经机制[J]. 心理科学进展, 2023, 31(1): 1-9. |
[4] | 王松雪, 程思, 蒋挺, 刘勋, 张明霞. 外在奖赏对陈述性记忆的影响[J]. 心理科学进展, 2023, 31(1): 78-86. |
[5] | 邓尧, 王梦梦, 饶恒毅. 风险决策研究中的仿真气球冒险任务[J]. 心理科学进展, 2022, 30(6): 1377-1392. |
[6] | 李亮, 李红. 人们为什么会羞怯:认知机制及神经基础[J]. 心理科学进展, 2022, 30(5): 1038-1049. |
[7] | 武晓菲, 肖风, 罗劲. 创造性认知重评在情绪调节中的迁移效应及其神经基础[J]. 心理科学进展, 2022, 30(3): 477-485. |
[8] | 章丽娜, 宣宾. 语言产生中词频效应老化的神经基础与时间进程[J]. 心理科学进展, 2022, 30(2): 333-342. |
[9] | 李何慧, 黄慧雅, 董琳, 罗跃嘉, 陶伍海. 发展性阅读障碍与小脑异常:小脑的功能和两者的因果关系[J]. 心理科学进展, 2022, 30(2): 343-353. |
[10] | 胡佳宝, 雷扬, 定险峰, 程晓荣, 范炤. 大众与个人审美品位的认知与神经机制[J]. 心理科学进展, 2022, 30(2): 354-364. |
[11] | 黄建平, 许婧娴, 宛小昂. 联想学习对消费行为的影响:基于产品搜索经验的视角[J]. 心理科学进展, 2022, 30(11): 2414-2423. |
[12] | 陈群林, 丁珂. 发散思维的序列位置效应:创新想法动态产生机制的新视角[J]. 心理科学进展, 2022, 30(11): 2507-2517. |
[13] | 王紫乐, 张琪. 视觉搜索中注意模板促进搜索的内在机制[J]. 心理科学进展, 2022, 30(10): 2206-2218. |
[14] | 柳王娟, 定险峰, 程晓荣, 范炤. 序列依赖效应——一种全新的“历史效应”[J]. 心理科学进展, 2022, 30(10): 2228-2239. |
[15] | 胡小勇, 杜棠艳, 李兰玉, 王甜甜. 低社会经济地位影响自我调节的神经机制[J]. 心理科学进展, 2022, 30(10): 2278-2290. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||