注意:本页介绍的是 Camera2 软件包。除非您的应用需要 Camera2 的特定低级别功能,否则我们建议您使用 CameraX。CameraX 和 Camera2 都支持 Android 5.0(API 级别 21)及更高版本。
相机应用可以同时使用多个帧流。在某些情况下,不同的数据流甚至需要不同的帧分辨率或像素格式。一些典型用例包括:
- 视频录制:一个数据流用于预览,另一个数据流经过编码并保存到文件中。
- 条形码扫描:一个数据流用于预览,另一个数据流用于条形码检测。
- 计算摄影:一个数据流用于预览,另一个数据流用于人脸或场景检测。
处理帧时会产生不小的性能开销,而在进行并行流或流水线处理时,开销会成倍增加。
CPU、GPU 和 DSP 等资源或许能够利用框架的重新处理功能,但内存等资源会线性增长。
每个请求多个目标
多个摄像头视频传输可以合并为一个 CameraCaptureRequest。以下代码段展示了如何设置一个相机拍摄会话,其中一个数据流用于相机预览,另一个数据流用于图片处理:
Kotlin
val session: CameraCaptureSession = ... // from CameraCaptureSession.StateCallback
// You will use the preview capture template for the combined streams
// because it is optimized for low latency; for high-quality images, use
// TEMPLATE_STILL_CAPTURE, and for a steady frame rate use TEMPLATE_RECORD
val requestTemplate = CameraDevice.TEMPLATE_PREVIEW
val combinedRequest = session.device.createCaptureRequest(requestTemplate)
// Link the Surface targets with the combined request
combinedRequest.addTarget(previewSurface)
combinedRequest.addTarget(imReaderSurface)
// In this basic case, the SurfaceView gets updated automatically. ImageReader
// has its own callback that you have to listen to in order to retrieve the
// frames so there is no need to set up a callback for the capture request
session.setRepeatingRequest(combinedRequest.build(), null, null)
Java
CameraCaptureSession session = …; // from CameraCaptureSession.StateCallback
// You will use the preview capture template for the combined streams
// because it is optimized for low latency; for high-quality images, use
// TEMPLATE_STILL_CAPTURE, and for a steady frame rate use TEMPLATE_RECORD
CaptureRequest.Builder combinedRequest = session.getDevice().createCaptureRequest(CameraDevice.TEMPLATE_PREVIEW);
// Link the Surface targets with the combined request
combinedRequest.addTarget(previewSurface);
combinedRequest.addTarget(imReaderSurface);
// In this basic case, the SurfaceView gets updated automatically. ImageReader
// has its own callback that you have to listen to in order to retrieve the
// frames so there is no need to set up a callback for the capture request
session.setRepeatingRequest(combinedRequest.build(), null, null);
如果您正确配置了目标 Surface,此代码将仅生成满足 StreamComfigurationMap.GetOutputMinFrameDuration(int, Size) 和 StreamComfigurationMap.GetOutputStallDuration(int, Size) 确定的最低 FPS 的数据流。实际性能因设备而异,但 Android 会根据输出类型、输出大小和硬件级别这三个变量,为支持特定组合提供一些保证。
使用不受支持的变量组合可能会在低帧速率下运行;如果无法运行,则会触发其中一个失败回调。createCaptureSession 的文档介绍了保证可以正常运行的内容。
输出类型
输出类型是指帧的编码格式。可能的值包括 PRIV、YUV、JPEG 和 RAW。createCaptureSession 的文档对此进行了说明。
在选择应用的输出类型时,如果目标是最大限度地提高兼容性,请使用 ImageFormat.YUV_420_888 进行帧分析,并使用 ImageFormat.JPEG 处理静态图片。对于预览和录制场景,您可能会使用 SurfaceView、TextureView、MediaRecorder、MediaCodec 或 RenderScript.Allocation。在这些情况下,请勿指定图片格式。为实现兼容性,无论内部使用的实际格式如何,它都将计为 ImageFormat.PRIVATE。如需查询设备在给定 CameraCharacteristics 的情况下支持的格式,请使用以下代码:
Kotlin
val characteristics: CameraCharacteristics = ...
val supportedFormats = characteristics.get(
CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP).outputFormats
Java
CameraCharacteristics characteristics = …;
int[] supportedFormats = characteristics.get(
CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP).getOutputFormats();
输出大小
所有可用的输出尺寸均由 StreamConfigurationMap.getOutputSizes() 列出,但只有两个与兼容性相关:PREVIEW 和 MAXIMUM。这些大小用作上限。如果大小为 PREVIEW 的内容有效,则大小小于 PREVIEW 的任何内容也有效。MAXIMUM 也是如此。CameraDevice 的文档介绍了这些大小。
可用的输出尺寸取决于所选格式。给定 CameraCharacteristics 和格式后,您可以按如下方式查询可用的输出大小:
Kotlin
val characteristics: CameraCharacteristics = ...
val outputFormat: Int = ... // such as ImageFormat.JPEG
val sizes = characteristics.get(
CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP)
.getOutputSizes(outputFormat)
Java
CameraCharacteristics characteristics = …;
int outputFormat = …; // such as ImageFormat.JPEG
Size[] sizes = characteristics.get(
CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP)
.getOutputSizes(outputFormat);
在相机预览和录制用例中,使用目标类来确定支持的尺寸。该格式将由相机框架本身处理:
Kotlin
val characteristics: CameraCharacteristics = ...
val targetClass: Class<T> = ... // such as SurfaceView::class.java
val sizes = characteristics.get(
CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP)
.getOutputSizes(targetClass)
Java
CameraCharacteristics characteristics = …;
int outputFormat = …; // such as ImageFormat.JPEG
Size[] sizes = characteristics.get(
CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP)
.getOutputSizes(outputFormat);
如需获取 MAXIMUM 尺寸,请按面积对输出尺寸进行排序,并返回最大尺寸:
Kotlin
fun<T> getMaximumOutputSize(
characteristics: CameraCharacteristics, targetClass: Class<T>, format: Int? = null):
Size {
val config = characteristics.get(
CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP)
// If image format is provided, use it to determine supported sizes; or else use target class
val allSizes = if (format == null)
config.getOutputSizes(targetClass) else config.getOutputSizes(format)
return allSizes.maxBy { it.height * it.width }
}
Java
@RequiresApi(api = Build.VERSION_CODES.N)
<T> Size getMaximumOutputSize(CameraCharacteristics characteristics,
Class<T> targetClass,
Integer format) {
StreamConfigurationMap config = characteristics.get(CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP);
// If image format is provided, use it to determine supported sizes; else use target class
Size[] allSizes;
if (format == null) {
allSizes = config.getOutputSizes(targetClass);
} else {
allSizes = config.getOutputSizes(format);
}
return Arrays.stream(allSizes).max(Comparator.comparing(s -> s.getHeight() * s.getWidth())).get();
}
PREVIEW 指的是与设备的屏幕分辨率或 1080p (1920x1080)(以较低者为准)匹配的最佳尺寸。宽高比可能与屏幕的宽高比不完全匹配,因此您可能需要对视频流应用黑边或剪裁,才能以全屏模式显示。如需获取正确的预览尺寸,请将可用的输出尺寸与显示尺寸进行比较,同时考虑到显示屏可能会旋转。
以下代码定义了一个辅助类 SmartSize,该类可使尺寸比较变得更简单:
Kotlin
/** Helper class used to pre-compute shortest and longest sides of a [Size] */
class SmartSize(width: Int, height: Int) {
var size = Size(width, height)
var long = max(size.width, size.height)
var short = min(size.width, size.height)
override fun toString() = "SmartSize(${long}x${short})"
}
/** Standard High Definition size for pictures and video */
val SIZE_1080P: SmartSize = SmartSize(1920, 1080)
/** Returns a [SmartSize] object for the given [Display] */
fun getDisplaySmartSize(display: Display): SmartSize {
val outPoint = Point()
display.getRealSize(outPoint)
return SmartSize(outPoint.x, outPoint.y)
}
/**
* Returns the largest available PREVIEW size. For more information, see:
* https://d.android.com/reference/android/hardware/camera2/CameraDevice
*/
fun<T> getPreviewOutputSize(
display: Display,
characteristics: CameraCharacteristics,
targetClass: Class<T>,
format: Int? = null
): Size {
// Find which is smaller: screen or 1080p
val screenSize = getDisplaySmartSize(display)
val hdScreen = screenSize.long >= SIZE_1080P.long || screenSize.short >= SIZE_1080P.short
val maxSize = if (hdScreen) SIZE_1080P else screenSize
// If image format is provided, use it to determine supported sizes; else use target class
val config = characteristics.get(
CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP)!!
if (format == null)
assert(StreamConfigurationMap.isOutputSupportedFor(targetClass))
else
assert(config.isOutputSupportedFor(format))
val allSizes = if (format == null)
config.getOutputSizes(targetClass) else config.getOutputSizes(format)
// Get available sizes and sort them by area from largest to smallest
val validSizes = allSizes
.sortedWith(compareBy { it.height * it.width })
.map { SmartSize(it.width, it.height) }.reversed()
// Then, get the largest output size that is smaller or equal than our max size
return validSizes.first { it.long <= maxSize.long && it.short <= maxSize.short }.size
}
Java
/** Helper class used to pre-compute shortest and longest sides of a [Size] */
class SmartSize {
Size size;
double longSize;
double shortSize;
public SmartSize(Integer width, Integer height) {
size = new Size(width, height);
longSize = max(size.getWidth(), size.getHeight());
shortSize = min(size.getWidth(), size.getHeight());
}
@Override
public String toString() {
return String.format("SmartSize(%sx%s)", longSize, shortSize);
}
}
/** Standard High Definition size for pictures and video */
SmartSize SIZE_1080P = new SmartSize(1920, 1080);
/** Returns a [SmartSize] object for the given [Display] */
SmartSize getDisplaySmartSize(Display display) {
Point outPoint = new Point();
display.getRealSize(outPoint);
return new SmartSize(outPoint.x, outPoint.y);
}
/**
* Returns the largest available PREVIEW size. For more information, see:
* https://d.android.com/reference/android/hardware/camera2/CameraDevice
*/
@RequiresApi(api = Build.VERSION_CODES.N)
<T> Size getPreviewOutputSize(
Display display,
CameraCharacteristics characteristics,
Class<T> targetClass,
Integer format
){
// Find which is smaller: screen or 1080p
SmartSize screenSize = getDisplaySmartSize(display);
boolean hdScreen = screenSize.longSize >= SIZE_1080P.longSize || screenSize.shortSize >= SIZE_1080P.shortSize;
SmartSize maxSize;
if (hdScreen) {
maxSize = SIZE_1080P;
} else {
maxSize = screenSize;
}
// If image format is provided, use it to determine supported sizes; else use target class
StreamConfigurationMap config = characteristics.get(
CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP);
if (format == null)
assert(StreamConfigurationMap.isOutputSupportedFor(targetClass));
else
assert(config.isOutputSupportedFor(format));
Size[] allSizes;
if (format == null) {
allSizes = config.getOutputSizes(targetClass);
} else {
allSizes = config.getOutputSizes(format);
}
// Get available sizes and sort them by area from largest to smallest
List<Size> sortedSizes = Arrays.asList(allSizes);
List<SmartSize> validSizes =
sortedSizes.stream()
.sorted(Comparator.comparing(s -> s.getHeight() * s.getWidth()))
.map(s -> new SmartSize(s.getWidth(), s.getHeight()))
.sorted(Collections.reverseOrder()).collect(Collectors.toList());
// Then, get the largest output size that is smaller or equal than our max size
return validSizes.stream()
.filter(s -> s.longSize <= maxSize.longSize && s.shortSize <= maxSize.shortSize)
.findFirst().get().size;
}
检查支持的硬件级别
如需确定运行时可用的功能,请使用 CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL 检查支持的硬件级别。
借助 CameraCharacteristics 对象,您可以使用单个语句检索硬件级别:
Kotlin
val characteristics: CameraCharacteristics = ...
// Hardware level will be one of:
// - CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_LEGACY,
// - CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_EXTERNAL,
// - CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_LIMITED,
// - CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_FULL,
// - CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_3
val hardwareLevel = characteristics.get(
CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL)
Java
CameraCharacteristics characteristics = ...;
// Hardware level will be one of:
// - CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_LEGACY,
// - CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_EXTERNAL,
// - CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_LIMITED,
// - CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_FULL,
// - CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_3
Integer hardwareLevel = characteristics.get(
CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL);
整合所有部分
通过输出类型、输出大小和硬件级别,您可以确定哪些数据流组合有效。下图是具有 LEGACY 硬件级别的 CameraDevice 支持的配置的快照。
| 目标 1 | 目标 2 | 目标 3 | 示例用例 | |||
|---|---|---|---|---|---|---|
| 类型 | 最大大小 | 类型 | 最大大小 | 类型 | 最大大小 | |
PRIV |
MAXIMUM |
简单预览、GPU 视频处理或无预览视频录制。 | ||||
JPEG |
MAXIMUM |
无取景器静态图片拍摄。 | ||||
YUV |
MAXIMUM |
应用内视频/图片处理。 | ||||
PRIV |
PREVIEW |
JPEG |
MAXIMUM |
标准静态图片。 | ||
YUV |
PREVIEW |
JPEG |
MAXIMUM |
应用内处理和静态拍摄。 | ||
PRIV |
PREVIEW |
PRIV |
PREVIEW |
标准录制。 | ||
PRIV |
PREVIEW |
YUV |
PREVIEW |
预览和应用内处理。 | ||
PRIV |
PREVIEW |
YUV |
PREVIEW |
JPEG |
MAXIMUM |
静态拍摄和应用内处理。 |
LEGACY 是可能的最低硬件级别。此表显示,如果配置正确,并且没有太多限制性能的开销(例如内存、CPU 或热量限制),则每个支持 Camera2(API 级别 21 及更高级别)的设备最多可以同时输出三个数据流。
您的应用还需要配置定位输出缓冲区。例如,如需定位具有 LEGACY 硬件级别的设备,您可以设置两个目标输出 Surface,一个使用 ImageFormat.PRIVATE,另一个使用 ImageFormat.YUV_420_888。使用 PREVIEW 大小时,此组合受支持。使用本文档前面定义的函数,获取相机 ID 所需的预览尺寸需要以下代码:
Kotlin
val characteristics: CameraCharacteristics = ...
val context = this as Context // assuming you are inside of an activity
val surfaceViewSize = getPreviewOutputSize(
context, characteristics, SurfaceView::class.java)
val imageReaderSize = getPreviewOutputSize(
context, characteristics, ImageReader::class.java, format = ImageFormat.YUV_420_888)
Java
CameraCharacteristics characteristics = ...;
Context context = this; // assuming you are inside of an activity
Size surfaceViewSize = getPreviewOutputSize(
context, characteristics, SurfaceView.class);
Size imageReaderSize = getPreviewOutputSize(
context, characteristics, ImageReader.class, format = ImageFormat.YUV_420_888);
它需要使用提供的回调等待 SurfaceView 准备就绪:
Kotlin
val surfaceView = findViewById<SurfaceView>(...)
surfaceView.holder.addCallback(object : SurfaceHolder.Callback {
override fun surfaceCreated(holder: SurfaceHolder) {
// You do not need to specify image format, and it will be considered of type PRIV
// Surface is now ready and you could use it as an output target for CameraSession
}
...
})
Java
SurfaceView surfaceView = findViewById<SurfaceView>(...);
surfaceView.getHolder().addCallback(new SurfaceHolder.Callback() {
@Override
public void surfaceCreated(@NonNull SurfaceHolder surfaceHolder) {
// You do not need to specify image format, and it will be considered of type PRIV
// Surface is now ready and you could use it as an output target for CameraSession
}
...
});
您可以通过调用 SurfaceHolder.setFixedSize() 强制 SurfaceView 与相机输出大小匹配,也可以采用与 GitHub 上的相机示例的通用模块中的 AutoFitSurfaceView 类似的方法,该方法会设置绝对大小,同时考虑宽高比和可用空间,并在触发 activity 更改时自动调整。
使用所选格式从 ImageReader 设置其他 Surface 会更容易,因为无需等待回调:
Kotlin
val frameBufferCount = 3 // just an example, depends on your usage of ImageReader
val imageReader = ImageReader.newInstance(
imageReaderSize.width, imageReaderSize.height, ImageFormat.YUV_420_888,
frameBufferCount)
Java
int frameBufferCount = 3; // just an example, depends on your usage of ImageReader
ImageReader imageReader = ImageReader.newInstance(
imageReaderSize.width, imageReaderSize.height, ImageFormat.YUV_420_888,
frameBufferCount);
使用阻塞目标缓冲区(例如 ImageReader)时,请在使用帧后将其舍弃:
Kotlin
imageReader.setOnImageAvailableListener({
val frame = it.acquireNextImage()
// Do something with "frame" here
it.close()
}, null)
Java
imageReader.setOnImageAvailableListener(listener -> {
Image frame = listener.acquireNextImage();
// Do something with "frame" here
listener.close();
}, null);
LEGACY 硬件级别针对的是最通用的设备。您可以添加条件分支,并针对硬件级别为 LIMITED 的设备,将其中一个输出目标 Surface 的大小设为 RECORD,甚至针对硬件级别为 FULL 的设备,将大小增加到 MAXIMUM。