1 宁师范大学心理学院; 儿童青少年健康人格评定与培养协同创新中心, 大连 116029
2 北师范大学心理学院, 长春 130024
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:
国家留学基金委公派留学项目(201608210288);辽宁省自然科学基金项目(201602460);辽宁省教育厅一般科研项目(L201683659);辽宁省教育科学“十三五”规划年度课题(JG16CB341)Characteristics and neural mechanisms of handwritten character recognition
REN Xiaoqian1, FANG Xian1, SUI Xue1(), WU Yan2()1 School of Psychological Science, Liaoning Normal University, Collaborative Innovation Center for Healthy Personality Assessment and Training of Children and Adolescents, Dalian 116029, China
2 School of Psychology, Northeast Normal University, Changchun 130024, China
Received:
2017-09-27Online:
2018-07-15Published:
2018-05-29Contact:
SUI Xue,WU Yan E-mail:suixue88@163.com;wuy399@nenu.edu.cn摘要/Abstract
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。
参考文献 64
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.1041.2014.01661URL |
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.1001-5973.2006.02.026URL |
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.1003-5184.2007.01.006URL |
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.1671-6981.2004.02.020URL |
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.1041.2011.01002URL |
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.1001-5132.2005.03.011URL |
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.1003-5397.2006.03.006URL |
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/a0019258URLpmid: 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-yURLpmid: 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-zURLpmid: 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/a0032186URLpmid: 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)1097-0193URL |
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.1993.1059URLpmid: 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.22017URLpmid: 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.2013.00517URLpmid: 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: 10.1080/14640747008401930URL |
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.100.4.589URL |
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.2005.05.004URLpmid: 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.0123254URLpmid: 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: 10.1155/2015/323575URLpmid: 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/s16030346URLpmid: 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.2017.05.021URLpmid: 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)00301-7URLpmid: 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/a0023730URL |
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.2006.11.003URLpmid: 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/xge0000134URLpmid: 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)00088-0URL |
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.2010.05.046URLpmid: 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/jimaging4020039URL |
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.1217749109URLpmid: 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: 10.1080/17470218.2015.1091016URLpmid: 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: 10.1080/17470218.2016.1237531URLpmid: 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.2012.12.008URLpmid: 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.2013.05.011URLpmid: 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.2009.09.034URLpmid: 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.105.1.125URLpmid: 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.2005.07.002URL |
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.16.1.1URLpmid: 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: 10.1037/0882-7974.21.3.448URLpmid: 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.0166868URLpmid: 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.0503523102URLpmid: 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.1213586110URLpmid: 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.2015.02.001URLpmid: 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-120710-100434URL |
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: 10.1037/0278-7393.25.4.838URLpmid: 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.2017.00334URLpmid: 5440594 |
相关文章 15
[1] | 王琳, 王志丹, 王泓婧. 孤独症儿童动作发展障碍的神经机制[J]. 心理科学进展, 2021, 29(7): 1239-1250. |
[2] | 张照, 张力为, 龚然. 视觉工作记忆的过滤效能[J]. 心理科学进展, 2021, 29(4): 635-651. |
[3] | 周爱保, 胡砚冰, 周滢鑫, 李玉, 李文一, 张号博, 郭彦麟, 胡国庆. 听而不“闻”?人声失认症的神经机制[J]. 心理科学进展, 2021, 29(3): 414-424. |
[4] | 赵小红, 童薇, 陈桃林, 吴冬梅, 张蕾, 陈正举, 方晓义, 龚启勇, 唐小蓉. 敬畏的心理模型及其认知神经机制[J]. 心理科学进展, 2021, 29(3): 520-530. |
[5] | 魏真瑜, 邓湘树, 赵治瀛. 亲社会行为中的从众效应[J]. 心理科学进展, 2021, 29(3): 531-539. |
[6] | 岳童, 黄希庭, 傅安国. 人们何以能够“舍生取义”?基于保护性价值观认知神经机制的解释[J]. 心理科学进展, 2021, 29(3): 540-548. |
[7] | 王葛彤, 席洁, 陈霓虹, 黄昌兵. 双眼视差的神经机制与知觉学习效应[J]. 心理科学进展, 2021, 29(1): 56-69. |
[8] | 郭滢, 龚先旻, 王大华. 错误记忆产生的认知与神经机制:信息加工视角[J]. 心理科学进展, 2021, 29(1): 79-92. |
[9] | 刘启鹏, 赵小云, 王翠艳, 徐艺雅, 王淑燕. 反刍思维与注意脱离损坏的关系及其神经机制[J]. 心理科学进展, 2021, 29(1): 102-111. |
[10] | 翁纯纯, 王宁. 时距知觉的动物研究范式及相关神经机制[J]. 心理科学进展, 2020, 28(9): 1478-1492. |
[11] | 杨晓梦, 王福兴, 王燕青, 赵婷婷, 高春颍, 胡祥恩. 瞳孔是心灵的窗口吗?——瞳孔在心理学研究中的应用及测量[J]. 心理科学进展, 2020, 28(7): 1029-1041. |
[12] | 程士静, 何文广. 语义认知的习得、发展和老化及其神经机制[J]. 心理科学进展, 2020, 28(7): 1156-1163. |
[13] | 张晶晶, 梁啸岳, 陈伊笛, 陈庆荣. 音乐句法加工的认知机制与音乐结构的影响模式[J]. 心理科学进展, 2020, 28(6): 883-892. |
[14] | 杨国春, 伍海燕, 齐玥, 刘勋. 人类性别加工的认知神经机制[J]. 心理科学进展, 2020, 28(12): 2008-2017. |
[15] | 李灵, 侯晓旭, 张亚, 隋雪. 食物线索注意偏向及其神经机制[J]. 心理科学进展, 2020, 28(12): 2040-2051. |
PDF全文下载地址:
http://journal.psych.ac.cn/xlkxjz/CN/article/downloadArticleFile.do?attachType=PDF&id=4370