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| # This file is part of OpenCV Zoo project. | |
| # It is subject to the license terms in the LICENSE file found in the same directory. | |
| # | |
| # Copyright (C) 2021, Shenzhen Institute of Artificial Intelligence and Robotics for Society, all rights reserved. | |
| # Third party copyrights are property of their respective owners. | |
| import numpy as np | |
| import cv2 as cv | |
| class CRNN: | |
| def __init__(self, modelPath, backendId=0, targetId=0): | |
| self._model_path = modelPath | |
| self._backendId = backendId | |
| self._targetId = targetId | |
| self._model = cv.dnn.readNet(self._model_path) | |
| self._model.setPreferableBackend(self._backendId) | |
| self._model.setPreferableTarget(self._targetId) | |
| # load charset by the name of model | |
| if '_EN_' in self._model_path: | |
| self._charset = self._load_charset(self.CHARSET_EN_36) | |
| elif '_CH_' in self._model_path: | |
| self._charset = self._load_charset(self.CHARSET_CH_94) | |
| elif '_CN_' in self._model_path: | |
| self._charset = self._load_charset(self.CHARSET_CN_3944) | |
| else: | |
| print('Charset not supported! Exiting ...') | |
| exit() | |
| self._inputSize = [100, 32] # Fixed | |
| self._targetVertices = np.array([ | |
| [0, self._inputSize[1] - 1], | |
| [0, 0], | |
| [self._inputSize[0] - 1, 0], | |
| [self._inputSize[0] - 1, self._inputSize[1] - 1] | |
| ], dtype=np.float32) | |
| def name(self): | |
| return self.__class__.__name__ | |
| def _load_charset(self, charset): | |
| return ''.join(charset.splitlines()) | |
| def setBackendAndTarget(self, backendId, targetId): | |
| self._backendId = backendId | |
| self._targetId = targetId | |
| self._model.setPreferableBackend(self._backendId) | |
| self._model.setPreferableTarget(self._targetId) | |
| def _preprocess(self, image, rbbox): | |
| # Remove conf, reshape and ensure all is np.float32 | |
| vertices = rbbox.reshape((4, 2)).astype(np.float32) | |
| rotationMatrix = cv.getPerspectiveTransform(vertices, self._targetVertices) | |
| cropped = cv.warpPerspective(image, rotationMatrix, self._inputSize) | |
| # 'CN' can detect digits (0\~9), upper/lower-case letters (a\~z and A\~Z), and some special characters | |
| # 'CH' can detect digits (0\~9), upper/lower-case letters (a\~z and A\~Z), some Chinese characters and some special characters | |
| if 'CN' in self._model_path or 'CH' in self._model_path: | |
| pass | |
| else: | |
| cropped = cv.cvtColor(cropped, cv.COLOR_BGR2GRAY) | |
| return cv.dnn.blobFromImage(cropped, size=self._inputSize, mean=127.5, scalefactor=1 / 127.5) | |
| def infer(self, image, rbbox): | |
| # Preprocess | |
| inputBlob = self._preprocess(image, rbbox) | |
| # Forward | |
| self._model.setInput(inputBlob) | |
| outputBlob = self._model.forward() | |
| # Postprocess | |
| results = self._postprocess(outputBlob) | |
| return results | |
| def _postprocess(self, outputBlob): | |
| '''Decode charaters from outputBlob | |
| ''' | |
| text = '' | |
| for i in range(outputBlob.shape[0]): | |
| c = np.argmax(outputBlob[i][0]) | |
| if c != 0: | |
| text += self._charset[c - 1] | |
| else: | |
| text += '-' | |
| # adjacent same letters as well as background text must be removed to get the final output | |
| char_list = [] | |
| for i in range(len(text)): | |
| if text[i] != '-' and (not (i > 0 and text[i] == text[i - 1])): | |
| char_list.append(text[i]) | |
| return ''.join(char_list) | |
| CHARSET_EN_36 = '''0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| 6 | |
| 7 | |
| 8 | |
| 9 | |
| a | |
| b | |
| c | |
| d | |
| e | |
| f | |
| g | |
| h | |
| i | |
| j | |
| k | |
| l | |
| m | |
| n | |
| o | |
| p | |
| q | |
| r | |
| s | |
| t | |
| u | |
| v | |
| w | |
| x | |
| y | |
| z''' | |
| CHARSET_CH_94 = ''' | |
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| 6 | |
| 7 | |
| 8 | |
| 9 | |
| a | |
| b | |
| c | |
| d | |
| e | |
| f | |
| g | |
| h | |
| i | |
| j | |
| k | |
| l | |
| m | |
| n | |
| o | |
| p | |
| q | |
| r | |
| s | |
| t | |
| u | |
| v | |
| w | |
| x | |
| y | |
| z | |
| A | |
| B | |
| C | |
| D | |
| E | |
| F | |
| G | |
| H | |
| I | |
| J | |
| K | |
| L | |
| M | |
| N | |
| O | |
| P | |
| Q | |
| R | |
| S | |
| T | |
| U | |
| V | |
| W | |
| X | |
| Y | |
| Z | |
| ! | |
| " | |
| # | |
| $ | |
| % | |
| & | |
| ' | |
| ( | |
| ) | |
| * | |
| + | |
| , | |
| - | |
| . | |
| / | |
| : | |
| ; | |
| < | |
| = | |
| > | |
| ? | |
| @ | |
| [ | |
| \ | |
| ] | |
| ^ | |
| _ | |
| ` | |
| { | |
| | | |
| } | |
| ~''' | |
| CHARSET_CN_3944 = ''' | |
| H | |
| O | |
| K | |
| I | |
| T | |
| E | |
| A | |
| 酱 | |
| 鸭 | |
| 传 | |
| 奇 | |
| J | |
| N | |
| G | |
| Y | |
| C | |
| U | |
| Q | |
| 蝦 | |
| 兵 | |
| 蟹 | |
| 煲 | |
| 这 | |
| 是 | |
| 可 | |
| 以 | |
| 先 | |
| 吃 | |
| 后 | |
| 涮 | |
| 的 | |
| 干 | |
| 锅 | |
| 菜 | |
| 加 | |
| 盟 | |
| 电 | |
| 话 | |
| ： | |
| 1 | |
| 7 | |
| 3 | |
| 9 | |
| 8 | |
| 郑 | |
| 州 | |
| 总 | |
| 店 | |
| 雪 | |
| 花 | |
| 勇 | |
| 闯 | |
| 天 | |
| 涯 | |
| 虾 | |
| ， | |
| 一 | |
| 送 | |
| 鱼 | |
| 锡 | |
| 纸 | |
| 蛤 | |
| 土 | |
| 豆 | |
| 粉 | |
| 砂 | |
| 米 | |
| 线 | |
| 牛 | |
| 筋 | |
| 面 | |
| 刀 | |
| 削 | |
| 水 | |
| 饺 | |
| 吧 | |
| 沙 | |
| 拉 | |
| 老 | |
| 饭 | |
| 盒 | |
| 教 | |
| 室 | |
| 主 | |
| 题 | |
| 餐 | |
| 厅 | |
| 仁 | |
| 馄 | |
| 饨 | |
| 重 | |
| 庆 | |
| 小 | |
| 便 | |
| 当 | |
| 全 | |
| 国 | |
| 连 | |
| 锁 | |
| 4 | |
| 0 | |
| - | |
| 6 | |
| 5 | |
| 2 | |
| 人 | |
| 快 | |
| 量 | |
| 贩 | |
| 蓬 | |
| 朗 | |
| 御 | |
| 茶 | |
| 川 | |
| 渝 | |
| 捞 | |
| 火 | |
| 古 | |
| 之 | |
| 匠 | |
| 今 | |
| 七 | |
| 西 | |
| 域 | |
| 羊 | |
| 城 | |
| l | |
| i | |
| k | |
| n | |
| g | |
| c | |
| o | |
| f | |
| e | |
| w | |
| 贵 | |
| 阳 | |
| 素 | |
| 有 | |
| 家 | |
| 会 | |
| 展 | |
| 口 | |
| 乐 | |
| 三 | |
| 惹 | |
| 烤 | |
| 肉 | |
| h | |
| t | |
| 子 | |
| 馆 | |
| 常 | |
| 盖 | |
| 浇 | |
| 兴 | |
| 业 | |
| 路 | |
| 书 | |
| 亦 | |
| 燒 | |
| 仙 | |
| 草 | |
| L | |
| : | |
| 德 | |
| 啤 | |
| 工 | |
| 坊 | |
| 杏 | |
| 屋 | |
| 高 | |
| 桥 | |
| 号 | |
| 品 | |
| 麻 | |
| 辣 | |
| 烫 | |
| 检 | |
| 官 | |
| . | |
| 千 | |
| 翼 | |
| 木 | |
| 兰 | |
| 画 | |
| 食 | |
| 上 | |
| 汤 | |
| 剁 | |
| 馅 | |
| 手 | |
| 煮 | |
| 时 | |
| 尚 | |
| 健 | |
| 康 | |
| 傲 | |
| 椒 | |
| B | |
| 啵 | |
| 条 | |
| 脾 | |
| 气 | |
| ！ | |
| / | |
| 月 | |
| 腾 | |
| 讯 | |
| 应 | |
| 用 | |
| 喵 | |
| 泡 | |
| 我 | |
| 鲜 | |
| 滚 | |
| 给 | |
| 你 | |
| 看 | |
| 客 | |
| 来 | |
| 香 | |
| 汉 | |
| 湘 | |
| 本 | |
| 地 | |
| 炒 | |
| 系 | |
| 列 | |
| 订 | |
| 仔 | |
| 肘 | |
| 蹄 | |
| 梅 | |
| 扣 | |
| 黄 | |
| 焖 | |
| 排 | |
| 骨 | |
| 炖 | |
| 鸡 | |
| 韓 | |
| 金 | |
| 利 | |
| 串 | |
| 舊 | |
| 街 | |
| 梨 | |
| 村 | |
| 座 | |
| 经 | |
| 济 | |
| 实 | |
| 惠 | |
| 绿 | |
| 色 | |
| 炭 | |
| 庐 | |
| 蛙 | |
| 忆 | |
| 蓉 | |
| 源 | |
| 真 | |
| d | |
| D | |
| 概 | |
| 念 | |
| 创 | |
| 意 | |
| 六 | |
| 熏 | |
| 各 | |
| 种 | |
| 精 | |
| 美 | |
| y | |
| 疯 | |
| 狂 | |
| 世 | |
| 界 | |
| 杯 | |
| 特 | |
| 价 | |
| 酒 | |
| 元 | |
| 瓶 | |
| 沸 | |
| 带 | |
| F | |
| 请 | |
| 二 | |
| 楼 | |
| 自 | |
| 动 | |
| 升 | |
| 降 | |
| 烏 | |
| 邦 | |
| 嗦 | |
| 味 | |
| 风 | |
| 货 | |
| 团 | |
| 外 | |
| 卖 | |
| 嘞 | |
| 个 | |
| 折 | |
| 辛 | |
| 束 | |
| 舌 | |
| 尖 | |
| 中 | |
| 包 | |
| 浆 | |
| 腐 | |
| r | |
| P | |
| a | |
| u | |
| 丸 | |
| 作 | |
| 福 | |
| M | |
| 漫 | |
| 蜜 | |
| 冰 | |
| 拌 | |
| 匆 | |
| 那 | |
| 年 | |
| R | |
| S | |
| 果 | |
| 光 | |
| 夹 | |
| 馍 | |
| 凉 | |
| 皮 | |
| 过 | |
| 祖 | |
| 南 | |
| 山 | |
| 風 | |
| 景 | |
| 堂 | |
| 烘 | |
| 培 | |
| 龍 | |
| 坎 | |
| 半 | |
| 婆 | |
| 建 | |
| 设 | |
| 富 | |
| 强 | |
| 丽 | |
| 菏 | |
| 泽 | |
| 省 | |
| 安 | |
| 港 | |
| 竹 | |
| 签 | |
| 撩 | |
| 只 | |
| 为 | |
| 好 | |
| 生 | |
| 活 | |
| 抓 | |
| 海 | |
| 最 | |
| 网 | |
| 红 | |
| 铁 | |
| 统 | |
| ® | |
| 功 | |
| 夫 | |
| 鱿 | |
| 大 | |
| 闻 | |
| 就 | |
| 知 | |
| 遇 | |
| 见 | |
| 文 | |
| 合 | |
| 热 | |
| 森 | |
| 台 | |
| 湾 | |
| 卤 | |
| 然 | |
| 汁 | |
| 甄 | |
| 选 | |
| 材 | |
| 还 | |
| 原 | |
| 初 | |
| 衷 | |
| * | |
| 洪 | |
| 龙 | |
| 公 | |
| 酸 | |
| 巴 | |
| 乡 | |
| 焦 | |
| 烧 | |
| 淘 | |
| 成 | |
| 都 | |
| 眼 | |
| 镜 | |
| 优 | |
| 菓 | |
| 恋 | |
| V | |
| 化 | |
| 糖 | |
| 、 | |
| 粥 | |
| 田 | |
| 螺 | |
| 斓 | |
| X | |
| 爺 | |
| W | |
| j | |
| 院 | |
| 华 | |
| Z | |
| 蜊 | |
| 北 | |
| 京 | |
| 刷 | |
| 蝎 | |
| 腿 | |
| 梦 | |
| 幻 | |
| 奶 | |
| 式 | |
| 蛋 | |
| 鍋 | |
| 区 | |
| · | |
| 领 | |
| 航 | |
| 者 | |
| 四 | |
| 通 | |
| 往 | |
| 楚 | |
| 河 | |
| 停 | |
| 车 | |
| 场 | |
| 凌 | |
| 晨 | |
| 点 | |
| 杞 | |
| 缘 | |
| 王 | |
| 集 | |
| 唐 | |
| 菠 | |
| 萝 | |
| 泰 | |
| 板 | |
| 鳳 | |
| 凰 | |
| 樓 | |
| 名 | |
| 壹 | |
| 猪 | |
| 晴 | |
| 舍 | |
| 犟 | |
| 师 | |
| 傅 | |
| 飯 | |
| 致 | |
| 青 | |
| 春 | |
| 轰 | |
| 炸 | |
| 卡 | |
| 里 | |
| 身 | |
| 厨 | |
| 房 | |
| x | |
| 聚 | |
| 鑫 | |
| 阁 | |
| 岛 | |
| 纯 | |
| 聘 | |
| 专 | |
| 长 | |
| 庄 | |
| 鄉 | |
| 更 | |
| 珍 | |
| 固 | |
| 新 | |
| 岩 | |
| v | |
| s | |
| m | |
| 至 | |
| 尊 | |
| 比 | |
| 萨 | |
| 广 | |
| 披 | |
| 饮 | |
| 管 | |
| 理 | |
| 限 | |
| 司 | |
| p | |
| 幸 | |
| 东 | |
| 正 | |
| 挞 | |
| 少 | |
| 女 | |
| 克 | |
| 装 | |
| 童 | |
| 哒 | |
| 磨 | |
| 厂 | |
| 怼 | |
| 纤 | |
| 入 | |
| 户 | |
| 独 | |
| 溜 | |
| 共 | |
| 享 | |
| 滋 | |
| 江 | |
| 门 | |
| 九 | |
| 蒸 | |
| 胜 | |
| 盛 | |
| & | |
| 魔 | |
| 爪 | |
| 鹅 | |
| 皇 | |
| （ | |
| ） | |
| 友 | |
| 甲 | |
| 魚 | |
| 首 | |
| 烹 | |
| 行 | |
| 员 | |
| 若 | |
| 资 | |
| 议 | |
| 联 | |
| 同 | |
| 急 | |
| 私 | |
| 燕 | |
| 儿 | |
| 巢 | |
| 鹏 | |
| 记 | |
| 腊 | |
| 营 | |
| 欢 | |
| 迎 | |
| 旗 | |
| 舰 | |
| 叫 | |
| 了 | |
| 做 | |
| 故 | |
| 铃 | |
| 煎 | |
| 饼 | |
| 哥 | |
| 力 | |
| 五 | |
| 谷 | |
| 野 | |
| 戈 | |
| 厠 | |
| 所 | |
| 超 | |
| 牌 | |
| 冒 | |
| 陳 | |
| 陈 | |
| 苕 | |
| 爽 | |
| 滑 | |
| 启 | |
| 秦 | |
| 择 | |
| 现 | |
| 进 | |
| 惊 | |
| 喜 | |
| 定 | |
| 于 | |
| 雅 | |
| 膳 | |
| 多 | |
| 推 | |
| 淇 | |
| 淋 | |
| b | |
| 思 | |
| 堡 | |
| 偶 | |
| 相 | |
| 伴 | |
| 呈 | |
| 湯 | |
| 绝 | |
| 浏 | |
| ' | |
| 刘 | |
| 态 | |
| 牧 | |
| 万 | |
| 达 | |
| 和 | |
| 番 | |
| 丼 | |
| — | |
| 机 | |
| 瘦 | |
| 绵 | |
| 柔 | |
| 厉 | |
| 蚝 | |
| 娘 | |
| 彩 | |
| 百 | |
| 事 | |
| 调 | |
| 韩 | |
| 爱 | |
| 喝 | |
| 玩 | |
| 放 | |
| 肆 | |
| 寿 | |
| 净 | |
| 配 | |
| 髓 | |
| 非 | |
| 道 | |
| 额 | |
| 吉 | |
| 招 | |
| 商 | |
| 杂 | |
| 粮 | |
| 筐 | |
| 运 | |
| 转 | |
| 服 | |
| 务 | |
| 缤 | |
| 灿 | |
| 腕 | |
| 楠 | |
| 彤 | |
| 学 | |
| 橋 | |
| 试 | |
| 浩 | |
| 减 | |
| 薪 | |
| 诚 | |
| 霸 | |
| 第 | |
| 间 | |
| 日 | |
| 极 | |
| 料 | |
| 開 | |
| 業 | |
| 霏 | |
| 星 | |
| 期 | |
| 分 | |
| 秒 | |
| 内 | |
| 咨 | |
| 询 | |
| 。 | |
| 樐 | |
| 头 | |
| 开 | |
| 氏 | |
| 渔 | |
| 约 | |
| 劳 | |
| 保 | |
| 礼 | |
| 宏 | |
| 武 | |
| 佘 | |
| 轻 | |
| 奢 | |
| 艺 | |
| 井 | |
| 隆 | |
| 鐵 | |
| 卷 | |
| 染 | |
| 焙 | |
| 钵 | |
| 马 | |
| 牟 | |
| 洋 | |
| 芋 | |
| 片 | |
| 流 | |
| 宽 | |
| 心 | |
| 位 | |
| 清 | |
| 潼 | |
| 关 | |
| 祥 | |
| 背 | |
| 凡 | |
| 哈 | |
| 尔 | |
| 滨 | |
| 珠 | |
| 派 | |
| 艾 | |
| 让 | |
| 变 | |
| 得 | |
| 样 | |
| 玖 | |
| 等 | |
| 综 | |
| 性 | |
| 涵 | |
| 粗 | |
| 冠 | |
| 記 | |
| 肠 | |
| 湖 | |
| 财 | |
| 贡 | |
| 桃 | |
| 杭 | |
| 平 | |
| 桂 | |
| 林 | |
| 煨 | |
| 档 | |
| 案 | |
| 造 | |
| 潮 | |
| 汕 | |
| 宗 | |
| 单 | |
| 县 | |
| 鲁 | |
| 舜 | |
| 脆 | |
| 酥 | |
| 糕 | |
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| 址 | |
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| 圈 | |
| 纳 | |
| 课 | |
| 逸 | |
| 宜 | |
| = | |
| 烊 | |
| 姨 | |
| 施 | |
| 救 | |
| 贸 | |
| 啥 | |
| 也 | |
| 贯 | |
| 雷 | |
| 呆 | |
| 棠 | |
| 伙 | |
| 岐 | |
| 宛 | |
| 媽 | |
| 寸 | |
| 澳 | |
| 已 | |
| 還 | |
| 兒 | |
| Ⅱ | |
| 凯 | |
| 株 | |
| 藕 | |
| 闽 | |
| 窖 | |
| 瀘 | |
| 售 | |
| 索 | |
| 体 | |
| 型 | |
| 樂 | |
| 琅 | |
| 琊 | |
| 夺 | |
| 扩 | |
| ) | |
| 诱 | |
| 滩 | |
| 浓 | |
| 要 | |
| 芹 | |
| 君 | |
| 反 | |
| 复 | |
| 羔 | |
| 追 | |
| 演 | |
| 唱 | |
| 過 | |
| 綫 | |
| 乳 | |
| 涩 | |
| 芒 | |
| 露 | |
| 蒙 | |
| 羯 | |
| 励 | |
| 志 | |
| 嵊 | |
| 閒 | |
| 罐 | |
| 佛 | |
| 墙 | |
| 頁 | |
| 坐 | |
| 眯 | |
| 预 | |
| 華 | |
| 廉 | |
| 释 | |
| 必 | |
| 随 | |
| 逐 | |
| 引 | |
| 究 | |
| 爸 | |
| 灵 | |
| 勺 | |
| 岂 | |
| 俵 | |
| 廷 | |
| 苗 | |
| 岭 | |
| 将 | |
| 來 | |
| 泛 | |
| 朵 | |
| 維 | |
| 園 | |
| 廳 | |
| 圳 | |
| 伦 | |
| 寶 | |
| 付 | |
| 仅 | |
| 減 | |
| 谦 | |
| 硕 | |
| 抚 | |
| 慶 | |
| 雞 | |
| 郝 | |
| 计 | |
| 熱 | |
| 杖 | |
| 亭 | |
| 喱 | |
| 惜 | |
| 莒 | |
| 另 | |
| 陆 | |
| 拾 | |
| 伍 | |
| 谈 | |
| 嚼 | |
| 娅 | |
| 翟 | |
| 別 | |
| 颈 | |
| 邮 | |
| 弄 | |
| • | |
| 扇 | |
| 哦 | |
| 吼 | |
| 耶 | |
| 宅 | |
| 帽 | |
| 魂 | |
| 搭 | |
| 笨 | |
| 映 | |
| 拨 | |
| 烂 | |
| 馈 | |
| 胎 | |
| 溶 | |
| \ | |
| 善 | |
| 销 | |
| 难 | |
| 忘 | |
| 斑 | |
| 噢 | |
| 錫 | |
| 娟 | |
| 語 | |
| 哨 | |
| 筷 | |
| 摊 | |
| 均 | |
| 椅 | |
| 改 | |
| 换 | |
| 跟 | |
| 帖 | |
| 勾 | |
| 缅 | |
| 孙 | |
| 啪 | |
| 栗 | |
| 着 | |
| 漁 | |
| 吓 | |
| 易 | |
| 漲 | |
| 靖 | |
| 枸 | |
| 馬 | |
| 昇 | |
| 當 | |
| 麥 | |
| 妆 | |
| 塑 | |
| 魯 | |
| 鎮 | |
| 吗 | |
| 魁 | |
| 丹 | |
| 杈 | |
| 技 | |
| 术 | |
| 泼 | |
| 零 | |
| 忙 | |
| 漾 | |
| 創 | |
| 攀 | |
| 郫 | |
| 抿 | |
| 稼 | |
| 假 | |
| 循 | |
| 泳 | |
| 池 | |
| 膨 | |
| 巨 | |
| 歧 | |
| 愛 | |
| 鵝 | |
| 悉 | |
| 灯 | |
| 激 | |
| 踪 | |
| 细 | |
| 會 | |
| 舔 | |
| 愿 | |
| 們 | |
| 衹 | |
| 令 | |
| 浔 | |
| 丨 | |
| 酉 | |
| 惦 | |
| 耕 | |
| × | |
| 闪 | |
| 經 | |
| 玺 | |
| 芯 | |
| 襄 | |
| 賦 | |
| 予 | |
| 學 | |
| 苑 | |
| 托 | |
| 丢 | |
| 赔 | |
| ā | |
| 聽 | |
| 濤 | |
| 浮 | |
| 伯 | |
| 兑 | |
| 币 | |
| 治 | |
| 愈 | |
| 盱 | |
| 眙 | |
| 漏 | |
| 夕 | |
| 搏 | |
| 由 | |
| 完 | |
| 切 | |
| 罕 | |
| 息 | |
| 燃 | |
| 叙 | |
| 萍 | |
| 碑 | |
| 腌 | |
| 衣 | |
| 害 | |
| 己 | |
| 患 | |
| 浙 | |
| 闫 | |
| ｜ | |
| 芈 | |
| 谣 | |
| 戴 | |
| 錦 | |
| 謝 | |
| 恩 | |
| 芊 | |
| 拇 | |
| 矾 | |
| 政 | |
| 锣 | |
| 跃 | |
| 钥 | |
| 寺 | |
| 驼 | |
| 芙 | |
| 插 | |
| 恒 | |
| 咪 | |
| 禄 | |
| 摩 | |
| 轮 | |
| 譚 | |
| 鴨 | |
| 戊 | |
| 申 | |
| 丙 | |
| 邊 | |
| 唯 | |
| 登 | |
| 困 | |
| 貢 | |
| 誉 | |
| 賀 | |
| 认 | |
| 准 | |
| 妃 | |
| 潜 | |
| 旨 | |
| 死 | |
| 桌 | |
| 尧 | |
| 箱 | |
| 届 | |
| 获 | |
| 顶 | |
| 柿 | |
| 臂 | |
| 蓮 | |
| 凭 | |
| 慵 | |
| 懒 | |
| 醇 | |
| 籍 | |
| 静 | |
| 淌 | |
| 此 | |
| 甚 | |
| 绣 | |
| 渌 | |
| 呢 | |
| 问 | |
| 抹 | |
| 弹 | |
| 捷 | |
| 邱 | |
| 旦 | |
| 曉 | |
| 艳 | |
| 雲 | |
| 研 | |
| 守 | |
| 鼻 | |
| ¦ | |
| 揽 | |
| 含 | |
| 沂 | |
| 听 | |
| 帛 | |
| 端 | |
| 兆 | |
| 舆 | |
| 谐 | |
| 帘 | |
| 笑 | |
| 寅 | |
| 【 | |
| 車 | |
| @ | |
| ＆ | |
| 胪 | |
| 臻 | |
| 蘆 | |
| 衙 | |
| 餌 | |
| ① | |
| 鉴 | |
| 敬 | |
| 枝 | |
| 沈 | |
| 衔 | |
| 蝉 | |
| 芜 | |
| 烈 | |
| 库 | |
| 椿 | |
| 稳 | |
| ’ | |
| 豌 | |
| 亿 | |
| 缙 | |
| 獨 | |
| 菊 | |
| 沤 | |
| 迟 | |
| 忧 | |
| 沫 | |
| 伟 | |
| 靠 | |
| 并 | |
| 互 | |
| 晓 | |
| 枫 | |
| 窑 | |
| 芭 | |
| 夯 | |
| 鸿 | |
| 無 | |
| 烦 | |
| 恼 | |
| 闖 | |
| 贞 | |
| 鳥 | |
| 厦 | |
| 抱 | |
| 歐 | |
| 藝 | |
| 廖 | |
| 振 | |
| 腦 | |
| 舖 | |
| 酪 | |
| 碎 | |
| 浪 | |
| 荔 | |
| 巫 | |
| 撈 | |
| 醬 | |
| 段 | |
| 昔 | |
| 潘 | |
| Λ | |
| 禧 | |
| 妻 | |
| 瓢 | |
| 柏 | |
| 郁 | |
| 暹 | |
| 兮 | |
| 娃 | |
| 敏 | |
| 進 | |
| 距 | |
| 离 | |
| 倪 | |
| 征 | |
| 咱 | |
| 继 | |
| 责 | |
| 任 | |
| 銅 | |
| 啖 | |
| 赞 | |
| 菲 | |
| 蛇 | |
| 焰 | |
| 娜 | |
| 芮 | |
| 坦 | |
| 磅 | |
| 薛 | |
| 緣 | |
| 乔 | |
| 拱 | |
| 骚 | |
| 扰 | |
| 約 | |
| 喷 | |
| 驢 | |
| 仨 | |
| 纬 | |
| 臘 | |
| 邳 | |
| 终 | |
| 喏 | |
| 扫 | |
| 除 | |
| 恶 | |
| 争 | |
| 率 | |
| ‘ | |
| 肃 | |
| 雀 | |
| 鈴 | |
| 贼 | |
| 绕 | |
| 笋 | |
| 钩 | |
| 勒 | |
| 翠 | |
| 黎 | |
| 董 | |
| 澄 | |
| 境 | |
| 采 | |
| 拳 | |
| 捆 | |
| 粄 | |
| 诸 | |
| 暨 | |
| 榧 | |
| 葛 | |
| 親 | |
| 戚 | |
| 访 | |
| 股 | |
| 融 | |
| 潤 | |
| 寄 | |
| 递 | |
| 藩 | |
| 滇 | |
| 湛 | |
| 他 | |
| 篓 | |
| 普 | |
| 撞 | |
| 莅 | |
| 但 | |
| 沟 | |
| 暑 | |
| 促 | |
| 玲 | |
| 腩 | |
| 碼 | |
| 偏 | |
| 楹 | |
| 嘎 | |
| 洒 | |
| 抛 | |
| 危 | |
| 险 | |
| 损 | |
| 负 | |
| 銘 | |
| 黃 | |
| 燜 | |
| 說 | |
| 杆 | |
| 称 | |
| 蹭 | |
| 聊 | |
| 妙 | |
| 滕 | |
| 曦 | |
| 肴 | |
| 萧 | |
| 颗 | |
| 剂 | |
| 義 | |
| 锋 | |
| 授 | |
| 权 | |
| 著 | |
| 茴 | |
| 蒝 | |
| 侬 | |
| 顏 | |
| 菁 | |
| 擦 | |
| 鞋 | |
| 庞 | |
| 毕 | |
| 谱 | |
| 樱 | |
| → | |
| 綦 | |
| 舞 | |
| 蹈 | |
| 躁 | |
| 渠 | |
| 俐 | |
| 涧 | |
| 馀 | |
| 潇 | |
| 邻 | |
| 须 | |
| 藻 | |
| 纺 | |
| 织 | |
| 军 | |
| 沅 | |
| 豐 | |
| 爐 | |
| 韭 | |
| 棚 | |
| 綿 | |
| 麯 | |
| 剑 | |
| 娱 | |
| 链 | |
| 锤 | |
| 炼 | |
| 献 | |
| 晟 | |
| 章 | |
| 謎 | |
| 数 | |
| 侯 | |
| 她 | |
| 疗 | |
| 途 | |
| 篇 | |
| 则 | |
| 邓 | |
| 赐 | |
| 閣 | |
| 對 | |
| 猩 | |
| 邑 | |
| 區 | |
| 鬼 | |
| 莫 | |
| 沪 | |
| 淼 | |
| 赤 | |
| 混 | |
| 沌 | |
| 需 | |
| 求 | |
| 痛 | |
| 绮 | |
| 琦 | |
| 荃 | |
| 熳 | |
| 佑 | |
| Á | |
| ō | |
| 現 | |
| 専 | |
| 卢 | |
| 譽 | |
| 缠 | |
| 曾 | |
| 鸣 | |
| 琴 | |
| 汊 | |
| 濮 | |
| 哇 | |
| 哩 | |
| 唝 | |
| 曲 | |
| 坂 | |
| 呼 | |
| 莴 | |
| 怕 | |
| 蒋 | |
| 伞 | |
| 炙 | |
| 燻 | |
| 瑧 | |
| 冈 | |
| 讲 | |
| 硬 | |
| 详 | |
| 鹵 | |
| 摇 | |
| 偃 | |
| 嵩 | |
| 严 | |
| 谨 | |
| ′ | |
| 剥 | |
| 穗 | |
| 榮 | |
| 禹 | |
| 颐 | |
| 局 | |
| 刚 | |
| ▕ | |
| 暖 | |
| 漠 | |
| 炎 | |
| 頤 | |
| 樟 | |
| ？ | |
| 储 | |
| 移 | |
| 缕 | |
| 艰 | |
| 袍 | |
| 瑪 | |
| 麗 | |
| 参 | |
| 䬺 | |
| 趁 | |
| 呦 | |
| 霖 | |
| 饵 | |
| 溪 | |
| 孔 | |
| 澤 | |
| 袜 | |
| 蔓 | |
| 熠 | |
| 显 | |
| 屏 | |
| 缇 | |
| 寇 | |
| 亞 | |
| 坑 | |
| 槟 | |
| 榔 | |
| 絳 | |
| 驿 | |
| 歹 | |
| 匾 | |
| 猴 | |
| 旭 | |
| 竞 | |
| | |
| 唛 | |
| 介 | |
| 习 | |
| 涡 | |
| 寓 | |
| 掉 | |
| 蘸 | |
| 愉 | |
| 佼 | |
| ǒ | |
| 納 | |
| ∶ | |
| 革 | |
| 嚸 | |
| 募 | |
| 螃 | |
| 鲢 | |
| 俤 | |
| 扁 | |
| 寳 | |
| 辽 | |
| ∧ | |
| 厚 | |
| 裤 | |
| 扯 | |
| 屯 | |
| 废 | |
| 挪 | |
| 辘 | |
| 碉 | |
| 歇 | |
| 漓 | |
| 腻 | |
| 捣 | |
| 孩 | |
| 烁 | |
| 整 | |
| 按 | |
| Ⓡ | |
| 眉 | |
| 脸 | |
| 痣 | |
| 粑 | |
| 序 | |
| 穿 | |
| 樊 | |
| 玮 | |
| ★ | |
| 扑 | |
| 渊 | |
| 醴 | |
| 瑶 | |
| 農 | |
| 檔 | |
| 憩 | |
| 霊 | |
| 赫 | |
| 呜 | |
| ～ | |
| 备 | |
| 説 | |
| 莓 | |
| 钻 | |
| 播 | |
| 冻 | |
| 紅 | |
| 菽 | |
| 喪 | |
| 埔 | |
| 壽 | |
| ❤ | |
| 籽 | |
| 咻 | |
| 籣 | |
| 尹 | |
| 潭 | |
| 穆 | |
| 壮 | |
| 使 | |
| 霄 | |
| 蔵 | |
| 浒 | |
| 岳 | |
| 熘 | |
| 臺 | |
| 殷 | |
| 孤 | |
| 邂 | |
| 逅 | |
| 厕 | |
| 郸 | |
| 铭 | |
| 莆 | |
| 抻 | |
| 虽 | |
| 倦 | |
| 怠 | |
| 矣 | |
| 茵 | |
| 垂 | |
| 殿 | |
| 鄂 | |
| 嗑 | |
| 续 | |
| 钦 | |
| 党 | |
| 鲫 | |
| 蔡 | |
| 侧 | |
| 割 | |
| 彰 | |
| 凝 | |
| 熬 | |
| 叕 | |
| 純 | |
| 谛 | |
| 籠 | |
| 宋 | |
| 峡 | |
| 俩 | |
| 雜 | |
| 跑 | |
| ⑧ | |
| 焼 | |
| － | |
| 逢 | |
| 澧 | |
| 舵 | |
| 异 | |
| 冯 | |
| 战 | |
| 决 | |
| 棍 | |
| ； | |
| ﹣ | |
| 丑 | |
| 妇 | |
| 焉 | |
| 芷 | |
| 楂 | |
| 坞 | |
| 壳 | |
| 馐 | |
| 帜 | |
| 旅 | |
| 鳯 | |
| 簡 | |
| 凍 | |
| 秜 | |
| 结 | |
| 咩 | |
| 丫 | |
| 稠 | |
| 暗 | |
| 缔 | |
| 乎 | |
| 被 | |
| 狠 | |
| 皲 | |
| 豉 | |
| 崇 | |
| 渭 | |
| 担 | |
| 鹤 | |
| 製 | |
| 蛎 | |
| 笛 | |
| 奔 | |
| 赴 | |
| 盼 | |
| 鳌 | |
| 拜 | |
| 络 | |
| 灸 | |
| 膜 | |
| 刮 | |
| 痧 | |
| 毒 | |
| 萊 | |
| 陂 | |
| 濑 | |
| 唇 | |
| 抵 | |
| 押 | |
| 置 | |
| 馇 | |
| 泌 | |
| 尿 | |
| 傻 | |
| 像 | |
| 孃 | |
| 陣 | |
| 靓 | |
| 规 | |
| 企 | |
| 矮 | |
| 凳 | |
| 贰 | |
| 兎 | |
| 庵 | |
| 質 | |
| 阅 | |
| 读 | |
| ◆ | |
| 练 | |
| 墩 | |
| 曼 | |
| 呱 | |
| 泓 | |
| 耐 | |
| 磁 | |
| 枣 | |
| 罉 | |
| 浴 | |
| 氧 | |
| 洱 | |
| 鳅 | |
| 線 | |
| 炳 | |
| 顽 | |
| 符 | |
| 倌 | |
| 泥 | |
| 郊 | |
| 柯 | |
| 餘 | |
| 巍 | |
| 论 | |
| 沽 | |
| 荘 | |
| 奕 | |
| 啃 | |
| 髙 | |
| ○ | |
| 芬 | |
| 苟 | |
| 且 | |
| 阆 | |
| 確 | |
| 獅 | |
| 匣 | |
| 睫 | |
| 牙 | |
| 戒 | |
| 俊 | |
| 阜 | |
| 遵 | |
| 爵 | |
| 遗 | |
| 捧 | |
| 仑 | |
| 构 | |
| 豬 | |
| 挡 | |
| 弓 | |
| 蠔 | |
| 旬 | |
| 鱻 | |
| 镖 | |
| 燚 | |
| 歌 | |
| 壁 | |
| 啫 | |
| 饷 | |
| 仰 | |
| 韶 | |
| 勞 | |
| 軒 | |
| 菒 | |
| 炫 | |
| 廊 | |
| 塞 | |
| 脏 | |
| 堤 | |
| 浅 | |
| 辈 | |
| 靡 | |
| 裙 | |
| 尺 | |
| 廚 | |
| 向 | |
| 磊 | |
| 咬 | |
| 皓 | |
| 卿 | |
| 懂 | |
| 葉 | |
| 廿 | |
| 芸 | |
| 賴 | |
| 埠 | |
| 應 | |
| 碟 | |
| 溧 | |
| 訂 | |
| 選 | |
| 睦 | |
| 举 | |
| 钳 | |
| 哟 | |
| 霍 | |
| 扞 | |
| 侣 | |
| 營 | |
| 龟 | |
| 钜 | |
| 埭 | |
| が | |
| 搽 | |
| 螞 | |
| 蟻 | |
| 娚 | |
| 蒜 | |
| 厝 | |
| 垵 | |
| ☎ | |
| 捌 | |
| 倒 | |
| 骑 | |
| Ξ | |
| 谋 | |
| 黍 | |
| 侍 | |
| 赏 | |
| 扮 | |
| 忱 | |
| 蘑 | |
| 洁 | |
| 嘆 | |
| 闹 | |
| 谭 | |
| 鶏 | |
| 種 | |
| φ | |
| 坤 | |
| 麓 | |
| 麒 | |
| 麟 | |
| 喂 | |
| 琳 | |
| Ⓑ | |
| 趙 | |
| 總 | |
| 這 | |
| 奖 | |
| 取 | |
| 拔 | |
| 錯 | |
| 仉 | |
| 缸 | |
| 廟 | |
| 暢 | |
| 腔 | |
| 卓 | |
| 腱 | |
| 朙 | |
| 紹 | |
| 莹 | |
| 缺 | |
| 抺 | |
| 睿 | |
| 氣 | |
| 该 | |
| 貼 | |
| 妍 | |
| 拆 | |
| 穇 | |
| 箩 | |
| 希 | |
| 廰 | |
| 祗 | |
| 盲 | |
| 坝 | |
| 骆 | |
| 熄 | |
| 蛮 | |
| 賓 | |
| 馮 | |
| 尋 | |
| 泊 | |
| 孫 | |
| 槁 | |
| 亖 | |
| 俯 | |
| 浣 | |
| 婴 | |
| 锨 | |
| 馥 | |
| 闷 | |
| 梆 | |
| ▫ | |
| 姥 | |
| 哲 | |
| 录 | |
| 甫 | |
| 床 | |
| 嬌 | |
| 烎 | |
| 梵 | |
| 枪 | |
| 乍 | |
| 璜 | |
| 羌 | |
| 崂 | |
| 穷 | |
| 榕 | |
| 聲 | |
| 喚 | |
| 駕 | |
| 晕 | |
| 嬷 | |
| 箕 | |
| 婧 | |
| 盧 | |
| 楓 | |
| 柃 | |
| 差 | |
| 「 | |
| 」 | |
| 佶 | |
| 唔 | |
| 壕 | |
| 歆 | |
| 盏 | |
| 擂 | |
| 睇 | |
| 巾 | |
| 查 | |
| 淖 | |
| 哪 | |
| 沣 | |
| 赣 | |
| 優 | |
| 諾 | |
| 礁 | |
| 努 | |
| 畔 | |
| 疙 | |
| 瘩 | |
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| 叮 | |
| 栙 | |
| 甑 | |
| 嶺 | |
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| 钓 | |
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| 搬 | |
| 迁 | |
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| 闵 | |
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| 锹 | |
| 咀 | |
| 綠 | |
| 幕 | |
| 忠 | |
| 雾 | |
| 覓 | |
| 靜 | |
| 擔 | |
| 篮 | |
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| 势 | |
| 薇 | |
| 甬 | |
| 频 | |
| 般 | |
| 仲 | |
| 蘇 | |
| 鸟 | |
| 卞 | |
| 憾 | |
| 資 | |
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| 莘 | |
| 涉 | |
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| 盈 | |
| 熹 | |
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| 鲤 | |
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| 粕 | |
| 塗 | |
| 簽 | |
| 怎 | |
| 桐 | |
| 皆 | |
| 羽 | |
| 盯 | |
| 氽 | |
| 晏 | |
| 液 | |
| 镀 | |
| 珂 | |
| 悸 | |
| ∙ | |
| 桑 | |
| 夢 | |
| 楽 | |
| 剩 | |
| 纵 | |
| 逝 | |
| 欺 | |
| 統 | |
| 飛 | |
| 姣 | |
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| 声 | |
| 跆 | |
| 肋 | |
| 榭 | |
| 牵 | |
| 棧 | |
| 網 | |
| 愁 | |
| 嗏 | |
| 嵗 | |
| 巡 | |
| 稚 | |
| 貴 | |
| 買 | |
| 恰 | |
| 㸆 | |
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| 玫 | |
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| 梧 | |
| 餡 | |
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| 驰 | |
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| 燊 | |
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| 羴 | |
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| 脱 | |
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| 蕉 | |
| 囬 | |
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| 坪 | |
| 沉 | |
| 淀 | |
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| 鳝 | |
| 核 | |
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| 烜 | |
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| 扛 | |
| 罄 | |
| 栾 | |
| 鲶 | |
| 鍕 | |
| 崔 | |
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| 丈 | |
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| 梗 | |
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| 卑 | |
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| 遍 | |
| 蓓 | |
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| 許 | |
| 虫 | |
| 坨 | |
| 馔 | |
| 窄 | |
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| 栀 | |
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| 寫 | |
| 與 | |
| 诈 | |
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| 炮 | |
| 稿 | |
| 懿 | |
| 掂 | |
| 鹭 | |
| 乱 | |
| 恬 | |
| 婷 | |
| 苦 | |
| 埃 | |
| 珊 | |
| 禅 | |
| 裹 | |
| 圃 | |
| 鹌 | |
| 鹑 | |
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| 阡 | |
| 靑 | |
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| 鳞 | |
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| 鹰 | |
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| 嬢 | |
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| 貨 | |
| 粱 | |
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| 腹 | |
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| 濃 | |
| し | |
| ん | |
| い | |
| ち | |
| ょ | |
| く | |
| ど | |
| ぅ | |
| 戍 | |
| 咚 | |
| 蒡 | |
| 惯 | |
| 隣 | |
| 沭 | |
| 撇 | |
| 妞 | |
| 筛 | |
| 昵 | |
| 赁 | |
| 震 | |
| 欠 | |
| 涞 | |
| 從 | |
| 靚 | |
| 绥 | |
| 俑 | |
| 熔 | |
| 曙 | |
| 侗 | |
| √ | |
| 仗 | |
| 袖 | |
| 饶 | |
| 辫 | |
| 琉 | |
| 鴿 | |
| 裂 | |
| 缝 | |
| 灞 | |
| 崖 | |
| 炑 | |
| 昝 | |
| ┌ | |
| ┘ | |
| 邕 | |
| 趴 | |
| 踢 | |
| 迩 | |
| 浈 | |
| 挚 | |
| 聆 | |
| 犁 | |
| 陝 | |
| 滾 | |
| 彎 | |
| 問 | |
| 癮 | |
| 砚 | |
| ú | |
| 瀧 | |
| 吮 | |
| 毓 | |
| 劵 | |
| 槽 | |
| 黒 | |
| 忍 | |
| 畈 | |
| 姊 | |
| 沛 | |
| 忽 | |
| 摘 | |
| 燍 | |
| ♡ | |
| 汝 | |
| 贛 | |
| 叻 | |
| 甸 | |
| 乞 | |
| 丐 | |
| 践 | |
| 嗞 | |
| 㥁 | |
| 斐 | |
| 圖 | |
| 祯 | |
| 牤 | |
| 攻 | |
| 弯 | |
| 幹 | |
| 杠 | |
| 苞 | |
| 滤 | |
| 筆 | |
| 練 | |
| 鞑 | |
| ˊ | |
| 萤 | |
| 榶 | |
| 叨 | |
| 轨 | |
| 耒 | |
| 嚮 | |
| ┃ | |
| 漪 | |
| 剛 | |
| 键 | |
| 弋 | |
| 彦 | |
| 瘋 | |
| 词 | |
| 敖 | |
| 鸦 | |
| 秧 | |
| 囚 | |
| 绾 | |
| 镶 | |
| 濂 | |
| ↘ | |
| 豁 | |
| 煒 | |
| 萄 | |
| 珲 | |
| 緋 | |
| 昂 | |
| 瀨 | |
| 缓 | |
| 疲 | |
| 替 | |
| 汥 | |
| 殡 | |
| 葬 | |
| 靳 | |
| 揉 | |
| 闭 | |
| 睛 | |
| 偘 | |
| 佚 | |
| $ | |
| ; | |
| ^''' | |