前端应用中实现快速批量文档扫描

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文档扫描与图像处理

前端应用中实现快速批量文档扫描

2024年5月15日

分类：文档扫描

批量文档扫描是将大量纸质文档转换为数字文件的一个过程。

批量文档扫描有许多应用场景，以下是其中的一些：

学校。老师经常需要批量扫描试卷来自动录入成绩。
出版社。图书编辑需要扫描稿件，与美术编辑、设计师等同事沟通。
医院。医院需要扫描医疗记录，记录患者信息。

批量文档扫描可以使用文档扫描仪或摄像头设备完成。

文档扫描仪具有自动进纸和双面扫描功能，可以一次性高效地扫描大量文档页面。而摄像头设备则更加灵活，可以扫描的文档类型更多，如装订好的书籍。

Epson Workforce ES-400 II可在85秒内一次性扫描50页文档。

Epson文档扫描仪

方便用手机进行扫描的支架：

手机扫描支架

在本文中，我们将编写两个前端应用。一个使用Dynamic Web TWAIN控制文档扫描仪，一个使用摄像头进行扫描，使用Dynamsoft Document Normalizer检测文档边界，并使用Dynamsoft Document Viewer控制工作流。

在线demo：

通过扫描仪扫描文档

下面是分步实现过程。

创建一个包含以下模板的新HTML文件。

<!DOCTYPE html>
<html>
<head>
  <title>Document Scanning via TWAIN</title>
  <meta name="viewport" content="width=device-width,initial-scale=1.0,maximum-scale=1.0,user-scalable=0" />
</head>
<body>
  <h2>Document Scanning via TWAIN</h2>
  <script type="text/javascript">
  </script>
</body>
</html>

在head引入Dynamic Web TWAIN的库。

<script src="https://unpkg.com/dwt@18.5.0/dist/dynamsoft.webtwain.min.js"></script>

初始化一个Web TWAIN的实例并将其控件绑定到一个容器。可以在此处申请其许可证。

HTML：

<div id="dwtcontrolContainer"></div>

JavaScript：

let DWObject;
let scanners;
initDWT();

function initDWT(){
  Dynamsoft.DWT.AutoLoad = false;
  Dynamsoft.DWT.Containers = [];
  Dynamsoft.DWT.ResourcesPath = "https://unpkg.com/dwt@18.5.0/dist";
  let oneDayTrialLicense = "DLS2eyJoYW5kc2hha2VDb2RlIjoiMjAwMDAxLTE2NDk4Mjk3OTI2MzUiLCJvcmdhbml6YXRpb25JRCI6IjIwMDAwMSIsInNlc3Npb25QYXNzd29yZCI6IndTcGR6Vm05WDJrcEQ5YUoifQ==";
  Dynamsoft.DWT.ProductKey = oneDayTrialLicense;  
  Dynamsoft.DWT.CreateDWTObjectEx(
    {
      WebTwainId: 'dwtcontrol'
    },
    function(obj) {
      DWObject = obj;
      DWObject.Viewer.bind(document.getElementById('dwtcontrolContainer'));
      DWObject.Viewer.height = "480px";
      DWObject.Viewer.width = "360px";
      DWObject.Viewer.show();
      DWObject.Viewer.setViewMode(2,2);
    },
    function(err) {
      console.log(err);
    }
  );
}

列出连接的扫描仪。

let scanners;
async function loadScanners(){
  scanners = await DWObject.GetDevicesAsync();
  let selScanners = document.getElementById("select-scanner");
  selScanners.innerHTML = "";
  for (let index = 0; index < scanners.length; index++) {
    const scanner = scanners[index];
    let option = new Option(scanner.displayName,index);
    selScanners.appendChild(option);
  }
}

使用所选扫描仪扫描文档。它将显示扫描仪的配置界面以执行扫描。

HTML：

<input type="button" value="Scan" onclick="AcquireImage();" />

JavaScript：

async function AcquireImage() {
  if (DWObject) {
    const selectedIndex = document.getElementById("select-scanner").selectedIndex;
    const options = {
      IfShowUI:true,
    };
    await DWObject.SelectDeviceAsync(scanners[selectedIndex]);
    await DWObject.OpenSourceAsync();
    await DWObject.AcquireImageAsync(options);
    await DWObject.CloseSourceAsync();
  }
}

屏幕截图：

扫描仪UI

对扫描做些配置以优化批量文档扫描的性能。我们可以做以下配置：

启用自动进纸（ADF）。
如果文档是双面的，启用双面扫描。
选择合适的分辨率，平衡扫描质量和速度。
选择合适的色彩模式，优化扫描图像的文件大小。

除了使用扫描仪自身的界面进行配置外，我们还可以使用TWAIN接口，通过代码直接配置扫描行为。

通过代码启用自动进纸、双面扫描，并设置分辨率和像素类型：

HTML：

 <label>
   Auto Document Feeder:
   <input type="checkbox" id="ADF"/>
 </label>
 <br/>
 <label>
   Duplex:
   <input type="checkbox" id="duplex"/>
 </label>
 <br/>
 <label>
   Resolution:
   <select id="select-resolution">
     <option value="100">100</option>
     <option value="200">200</option>
     <option value="300" selected>300</option>
   </select>
 </label>
 <br/>
 <label>
   Pixel Type:
   <select id="select-pixeltype">
     <option>Black & White</option>
     <option>Gray</option>
     <option selected>Color</option>
   </select>
 </label>

JavaScript：

 const selectedIndex = document.getElementById("select-scanner").selectedIndex;
 const options = {
   IfShowUI:document.getElementById("showUI").checked,
   PixelType:document.getElementById("select-pixeltype").selectedIndex,
   Resolution:document.getElementById("select-resolution").selectedOptions[0].value,
   IfFeederEnabled:document.getElementById("ADF").checked,
   IfDuplexEnabled:document.getElementById("duplex").checked
 };
 await DWObject.SelectDeviceAsync(scanners[selectedIndex]);
 await DWObject.OpenSourceAsync();
 await DWObject.AcquireImageAsync(options);
 await DWObject.CloseSourceAsync();

使用条码或PatchCode分隔文档。可以查看此博客以了解更多信息：使用PatchCode辅助批量文档扫描

通过摄像头扫描文档

接下来，让我们编写一个通过摄像头扫描文档的网页应用。

创建一个包含以下模板的新HTML文件。

<!DOCTYPE html>
<html>
<head>
  <title>Document Scanning via Camera</title>
  <meta name="viewport" content="width=device-width,initial-scale=1.0,maximum-scale=1.0,user-scalable=0" />
  <style>
    #container {
      max-width: 100%;
      height: 480px;
    }
  </style>
</head>
<body>
  <h2>Document Scanning via Camera</h2>
  <label>
    Camera:
    <select id="select-camera"></select>
  </label>
  <label>
    Resolution:
    <select id="select-resolution">
      <option value="640x480">640x480</option>
      <option value="1280x720">1280x720</option>
      <option value="1920x1080" selected>1920x1080</option>
      <option value="3840x2160">3840x2160</option>
    </select>
  </label>
  <div id="container"></div>
  <script type="text/javascript">
  </script>
</body>
</html>

在head引入Dynamsoft的库。

<script src="https://cdn.jsdelivr.net/npm/dynamsoft-core@3.0.30/dist/core.js"></script>
<script src="https://cdn.jsdelivr.net/npm/dynamsoft-license@3.0.20/dist/license.js"></script>
<script src="https://cdn.jsdelivr.net/npm/dynamsoft-document-normalizer@2.0.20/dist/ddn.js"></script>
<script src="https://cdn.jsdelivr.net/npm/dynamsoft-capture-vision-router@2.0.30/dist/cvr.js"></script>
<script src="https://cdn.jsdelivr.net/npm/dynamsoft-document-viewer@1.1.0/dist/ddv.js"></script>
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/dynamsoft-document-viewer@1.1.0/dist/ddv.css">

请求摄像头权限：

async function requestCameraPermission() {
  try {
    const constraints = {video: true, audio: false};
    const stream = await navigator.mediaDevices.getUserMedia(constraints);
    closeStream(stream);
  } catch (error) {
    console.log(error);
    throw error;
  }
}

function closeStream(stream){
  if (stream) {
    const tracks = stream.getTracks();
    for (let i=0;i<tracks.length;i++) {
      const track = tracks[i];
      track.stop();  // stop the opened tracks
    }
  }
}

列出摄像头：

async function listCameras(){
  let cameraSelect = document.getElementById("select-camera");
  let allDevices = await navigator.mediaDevices.enumerateDevices();
  for (let i = 0; i < allDevices.length; i++){
    let device = allDevices[i];
    if (device.kind == 'videoinput'){
      cameras.push(device);
      cameraSelect.appendChild(new Option(device.label,device.deviceId));
    }
  }
}

初始化Dynamsoft Document Viewer和Dynamsoft Document Normalizer（两者一起用也叫Mobile Web Capture）。可以在这里申请许可证。

async function initMobileWebCapture(){
  Dynamsoft.Core.CoreModule.loadWasm(["DDN"]);
  Dynamsoft.DDV.Core.loadWasm();

  // Initialize DDN
  await Dynamsoft.License.LicenseManager.initLicense(
    "DLS2eyJoYW5kc2hha2VDb2RlIjoiMjAwMDAxLTE2NDk4Mjk3OTI2MzUiLCJvcmdhbml6YXRpb25JRCI6IjIwMDAwMSIsInNlc3Npb25QYXNzd29yZCI6IndTcGR6Vm05WDJrcEQ5YUoifQ==",
    true
  );
  // Initialize DDV
  await Dynamsoft.DDV.Core.init();
}

使用Dynamsoft Document Normalizer作为Dynamsoft Document Viewer的文档检测处理程序。

async function initDocDetectModule(DDV, CVR) {
  const router = await CVR.CaptureVisionRouter.createInstance();
  await router.initSettings("{\"CaptureVisionTemplates\": [{\"Name\": \"Default\"},{\"Name\": \"DetectDocumentBoundaries_Default\",\"ImageROIProcessingNameArray\": [\"roi-detect-document-boundaries\"]},{\"Name\": \"DetectAndNormalizeDocument_Default\",\"ImageROIProcessingNameArray\": [\"roi-detect-and-normalize-document\"]},{\"Name\": \"NormalizeDocument_Binary\",\"ImageROIProcessingNameArray\": [\"roi-normalize-document-binary\"]},  {\"Name\": \"NormalizeDocument_Gray\",\"ImageROIProcessingNameArray\": [\"roi-normalize-document-gray\"]},  {\"Name\": \"NormalizeDocument_Color\",\"ImageROIProcessingNameArray\": [\"roi-normalize-document-color\"]}],\"TargetROIDefOptions\": [{\"Name\": \"roi-detect-document-boundaries\",\"TaskSettingNameArray\": [\"task-detect-document-boundaries\"]},{\"Name\": \"roi-detect-and-normalize-document\",\"TaskSettingNameArray\": [\"task-detect-and-normalize-document\"]},{\"Name\": \"roi-normalize-document-binary\",\"TaskSettingNameArray\": [\"task-normalize-document-binary\"]},  {\"Name\": \"roi-normalize-document-gray\",\"TaskSettingNameArray\": [\"task-normalize-document-gray\"]},  {\"Name\": \"roi-normalize-document-color\",\"TaskSettingNameArray\": [\"task-normalize-document-color\"]}],\"DocumentNormalizerTaskSettingOptions\": [{\"Name\": \"task-detect-and-normalize-document\",\"SectionImageParameterArray\": [{\"Section\": \"ST_REGION_PREDETECTION\",\"ImageParameterName\": \"ip-detect-and-normalize\"},{\"Section\": \"ST_DOCUMENT_DETECTION\",\"ImageParameterName\": \"ip-detect-and-normalize\"},{\"Section\": \"ST_DOCUMENT_NORMALIZATION\",\"ImageParameterName\": \"ip-detect-and-normalize\"}]},{\"Name\": \"task-detect-document-boundaries\",\"TerminateSetting\": {\"Section\": \"ST_DOCUMENT_DETECTION\"},\"SectionImageParameterArray\": [{\"Section\": \"ST_REGION_PREDETECTION\",\"ImageParameterName\": \"ip-detect\"},{\"Section\": \"ST_DOCUMENT_DETECTION\",\"ImageParameterName\": \"ip-detect\"},{\"Section\": \"ST_DOCUMENT_NORMALIZATION\",\"ImageParameterName\": \"ip-detect\"}]},{\"Name\": \"task-normalize-document-binary\",\"StartSection\": \"ST_DOCUMENT_NORMALIZATION\",   \"ColourMode\": \"ICM_BINARY\",\"SectionImageParameterArray\": [{\"Section\": \"ST_REGION_PREDETECTION\",\"ImageParameterName\": \"ip-normalize\"},{\"Section\": \"ST_DOCUMENT_DETECTION\",\"ImageParameterName\": \"ip-normalize\"},{\"Section\": \"ST_DOCUMENT_NORMALIZATION\",\"ImageParameterName\": \"ip-normalize\"}]},  {\"Name\": \"task-normalize-document-gray\",   \"ColourMode\": \"ICM_GRAYSCALE\",\"StartSection\": \"ST_DOCUMENT_NORMALIZATION\",\"SectionImageParameterArray\": [{\"Section\": \"ST_REGION_PREDETECTION\",\"ImageParameterName\": \"ip-normalize\"},{\"Section\": \"ST_DOCUMENT_DETECTION\",\"ImageParameterName\": \"ip-normalize\"},{\"Section\": \"ST_DOCUMENT_NORMALIZATION\",\"ImageParameterName\": \"ip-normalize\"}]},  {\"Name\": \"task-normalize-document-color\",   \"ColourMode\": \"ICM_COLOUR\",\"StartSection\": \"ST_DOCUMENT_NORMALIZATION\",\"SectionImageParameterArray\": [{\"Section\": \"ST_REGION_PREDETECTION\",\"ImageParameterName\": \"ip-normalize\"},{\"Section\": \"ST_DOCUMENT_DETECTION\",\"ImageParameterName\": \"ip-normalize\"},{\"Section\": \"ST_DOCUMENT_NORMALIZATION\",\"ImageParameterName\": \"ip-normalize\"}]}],\"ImageParameterOptions\": [{\"Name\": \"ip-detect-and-normalize\",\"BinarizationModes\": [{\"Mode\": \"BM_LOCAL_BLOCK\",\"BlockSizeX\": 0,\"BlockSizeY\": 0,\"EnableFillBinaryVacancy\": 0}],\"TextDetectionMode\": {\"Mode\": \"TTDM_WORD\",\"Direction\": \"HORIZONTAL\",\"Sensitivity\": 7}},{\"Name\": \"ip-detect\",\"BinarizationModes\": [{\"Mode\": \"BM_LOCAL_BLOCK\",\"BlockSizeX\": 0,\"BlockSizeY\": 0,\"EnableFillBinaryVacancy\": 0,\"ThresholdCompensation\" : 7}],\"TextDetectionMode\": {\"Mode\": \"TTDM_WORD\",\"Direction\": \"HORIZONTAL\",\"Sensitivity\": 7},\"ScaleDownThreshold\" : 512},{\"Name\": \"ip-normalize\",\"BinarizationModes\": [{\"Mode\": \"BM_LOCAL_BLOCK\",\"BlockSizeX\": 0,\"BlockSizeY\": 0,\"EnableFillBinaryVacancy\": 0}],\"TextDetectionMode\": {\"Mode\": \"TTDM_WORD\",\"Direction\": \"HORIZONTAL\",\"Sensitivity\": 7}}]}");
  class DDNNormalizeHandler extends DDV.DocumentDetect {
    async detect(image, config) {
      if (!router) {
        return Promise.resolve({
          success: false
        });
      };

      let width = image.width;
      let height = image.height;
      let ratio = 1;
      let data;

      if (height > 720) {
        ratio = height / 720;
        height = 720;
        width = Math.floor(width / ratio);
        data = compress(image.data, image.width, image.height, width, height);
      } else {
        data = image.data.slice(0);
      }


      // Define DSImage according to the usage of DDN
      const DSImage = {
        bytes: new Uint8Array(data),
        width,
        height,
        stride: width * 4, //RGBA
        format: 10 // IPF_ABGR_8888
      };

      // Use DDN normalized module
      const results = await router.capture(DSImage, 'DetectDocumentBoundaries_Default');

      // Filter the results and generate corresponding return values
      if (results.items.length <= 0) {
        return Promise.resolve({
          success: false
        });
      };

      const quad = [];
      results.items[0].location.points.forEach((p) => {
        quad.push([p.x * ratio, p.y * ratio]);
      });

      const detectResult = this.processDetectResult({
        location: quad,
        width: image.width,
        height: image.height,
        config
      });
      return Promise.resolve(detectResult);
    }
  }
  DDV.setProcessingHandler('documentBoundariesDetect', new DDNNormalizeHandler())
}

function compress(
    imageData,
    imageWidth,
    imageHeight,
    newWidth,
    newHeight,
) {
  let source = null;
  try {
      source = new Uint8ClampedArray(imageData);
  } catch (error) {
      source = new Uint8Array(imageData);
  }

  const scaleW = newWidth / imageWidth;
  const scaleH = newHeight / imageHeight;
  const targetSize = newWidth * newHeight * 4;
  const targetMemory = new ArrayBuffer(targetSize);
  let distData = null;

  try {
      distData = new Uint8ClampedArray(targetMemory, 0, targetSize);
  } catch (error) {
      distData = new Uint8Array(targetMemory, 0, targetSize);
  }

  const filter = (distCol, distRow) => {
      const srcCol = Math.min(imageWidth - 1, distCol / scaleW);
      const srcRow = Math.min(imageHeight - 1, distRow / scaleH);
      const intCol = Math.floor(srcCol);
      const intRow = Math.floor(srcRow);

      let distI = (distRow * newWidth) + distCol;
      let srcI = (intRow * imageWidth) + intCol;

      distI *= 4;
      srcI *= 4;

      for (let j = 0; j <= 3; j += 1) {
          distData[distI + j] = source[srcI + j];
      }
  };

  for (let col = 0; col < newWidth; col += 1) {
      for (let row = 0; row < newHeight; row += 1) {
          filter(col, row);
      }
  }

  return distData;
}
// Configure document boundaries function
await initDocDetectModule(Dynamsoft.DDV, Dynamsoft.CVR);

使用图像编辑组件默认的图像滤镜。

// Configure image filter feature which is in edit viewer
Dynamsoft.DDV.setProcessingHandler("imageFilter", new Dynamsoft.DDV.ImageFilter());

创建三个组件的实例：Capture Viewer ，用于打开相机并扫描文档；Perspective Viewer，用于检测和修改文档边界；Edit Viewer ，用于编辑和查看扫描的文档。我们需要配置他们的UI ，然后创建实例。

初始化Capture Viewer。

const captureViewerUiConfig = {
    type: Dynamsoft.DDV.Elements.Layout,
    flexDirection: "column",
    children: [
        {
            type: Dynamsoft.DDV.Elements.Layout,
            className: "ddv-capture-viewer-header-mobile",
            children: [
                {
                    type: "CameraResolution",
                    className: "ddv-capture-viewer-resolution",
                },
                Dynamsoft.DDV.Elements.Flashlight,
            ],
        },
        Dynamsoft.DDV.Elements.MainView,
        {
            type: Dynamsoft.DDV.Elements.Layout,
            className: "ddv-capture-viewer-footer-mobile",
            children: [
                Dynamsoft.DDV.Elements.AutoDetect,
                Dynamsoft.DDV.Elements.AutoCapture,
                {
                    type: "Capture",
                    className: "ddv-capture-viewer-captureButton",
                },
                {
                    // Bind click event to "ImagePreview" element
                    // The event will be registered later.
                    type: Dynamsoft.DDV.Elements.ImagePreview,
                    events:{
                        click: "showPerspectiveViewer"
                    }
                },
                Dynamsoft.DDV.Elements.CameraConvert,
            ],
        },
    ],
};

// Create a capture viewer
captureViewer = new Dynamsoft.DDV.CaptureViewer({
    container: "container",
    uiConfig: captureViewerUiConfig,
    viewerConfig: {
        acceptedPolygonConfidence: 60,
        enableAutoDetect: false,
    }
});

初始化Perspective Viewer。

const perspectiveUiConfig = {
    type: Dynamsoft.DDV.Elements.Layout,
    flexDirection: "column",
    children: [
        {
            type: Dynamsoft.DDV.Elements.Layout,
            className: "ddv-perspective-viewer-header-mobile",
            children: [
                {
                    // Add a "Back" button in perspective viewer's header and bind the event to go back to capture viewer.
                    // The event will be registered later.
                    type: Dynamsoft.DDV.Elements.Button,
                    className: "ddv-button-back",
                    events:{
                        click: "backToCaptureViewer"
                    }
                },
                Dynamsoft.DDV.Elements.Pagination,
                {   
                    // Bind event for "PerspectiveAll" button to show the edit viewer
                    // The event will be registered later.
                    type: Dynamsoft.DDV.Elements.PerspectiveAll,
                    events:{
                        click: "showEditViewer"
                    }
                },
            ],
        },
        Dynamsoft.DDV.Elements.MainView,
        {
            type: Dynamsoft.DDV.Elements.Layout,
            className: "ddv-perspective-viewer-footer-mobile",
            children: [
                Dynamsoft.DDV.Elements.FullQuad,
                Dynamsoft.DDV.Elements.RotateLeft,
                Dynamsoft.DDV.Elements.RotateRight,
                Dynamsoft.DDV.Elements.DeleteCurrent,
                Dynamsoft.DDV.Elements.DeleteAll,
            ],
        },
    ],
};

// Create a perspective viewer
perspectiveViewer = new Dynamsoft.DDV.PerspectiveViewer({
    container: "container",
    groupUid: captureViewer.groupUid,
    uiConfig: perspectiveUiConfig,
    viewerConfig: {
        scrollToLatest: true,
    }
});

perspectiveViewer.hide();

初始化Edit Viewer。

const editViewerUiConfig = {
    type: Dynamsoft.DDV.Elements.Layout,
    flexDirection: "column",
    className: "ddv-edit-viewer-mobile",
    children: [
        {
            type: Dynamsoft.DDV.Elements.Layout,
            className: "ddv-edit-viewer-header-mobile",
            children: [
                {
                    // Add a "Back" buttom to header and bind click event to go back to the perspective viewer
                    // The event will be registered later.
                    type: Dynamsoft.DDV.Elements.Button,
                    className: "ddv-button-back",
                    events:{
                        click: "backToPerspectiveViewer"
                    }
                },
                Dynamsoft.DDV.Elements.Pagination,
                Dynamsoft.DDV.Elements.Download,
            ],
        },
        Dynamsoft.DDV.Elements.MainView,
        {
            type: Dynamsoft.DDV.Elements.Layout,
            className: "ddv-edit-viewer-footer-mobile",
            children: [
                Dynamsoft.DDV.Elements.DisplayMode,
                Dynamsoft.DDV.Elements.RotateLeft,
                Dynamsoft.DDV.Elements.Crop,
                Dynamsoft.DDV.Elements.Filter,
                Dynamsoft.DDV.Elements.Undo,
                Dynamsoft.DDV.Elements.Delete,
                Dynamsoft.DDV.Elements.Load,
            ],
        },
    ],
};
// Create an edit viewer
editViewer = new Dynamsoft.DDV.EditViewer({
    container: "container",
    groupUid: captureViewer.groupUid,
    uiConfig: editViewerUiConfig
});

editViewer.hide();

定义函数，使三个组件协同工作。

// Register an event in `captureViewer` to show the perspective viewer
captureViewer.on("showPerspectiveViewer",() => {
    switchViewer(0,1,0);
});

// Register an event in `perspectiveViewer` to go back the capture viewer
perspectiveViewer.on("backToCaptureViewer",() => {
    switchViewer(1,0,0);
    captureViewer.play().catch(err => {alert(err.message)});
});

// Register an event in `perspectiveViewer` to show the edit viewer
perspectiveViewer.on("showEditViewer",() => {
    switchViewer(0,0,1)
});

// Register an event in `editViewer` to go back the perspective viewer
editViewer.on("backToPerspectiveViewer",() => {
    switchViewer(0,1,0);
});

// Define a function to control the viewers' visibility
const switchViewer = (c,p,e) => {
  captureViewer.hide();
  perspectiveViewer.hide();
  editViewer.hide();

  if(c) {
    captureViewer.show();
  } else {
    captureViewer.stop();
  }

  if(p) perspectiveViewer.show();
  if(e) editViewer.show();
};

启动Mobile Web Capture的Capture Viewer开始扫描。

async function startScanning(){
  let selectedCamera = cameras[document.getElementById("select-camera").selectedIndex];
  await captureViewer.selectCamera(selectedCamera.deviceId);
  let selectedResolution = document.getElementById("select-resolution").selectedOptions[0].value;
  let width = parseInt(selectedResolution.split("x")[0]);
  let height = parseInt(selectedResolution.split("x")[1]);
  captureViewer.play({
    resolution: [width,height],
  }).catch(err => {
    alert(err.message)
  });
}

拍摄一张照片，系统会自动检测并裁剪文档。演示视频：

我们可以从以下几个方面改进工作流程。可以查看以前的博客以了解更多信息。

源代码

欢迎下载源代码并尝试使用：

https://github.com/tony-xlh/bulk-document-scanner-web