转换视频预览中每个像素的颜色 - Swift

Question

我有以下代码显示相机预览，从 UIImage 检索单个像素的颜色并将该值转换为 'filtered' 颜色。

func captureOutput(_ output: AVCaptureOutput, didOutput sampleBuffer: CMSampleBuffer, from connection: AVCaptureConnection) {
    connection.videoOrientation = orientation
    let videoOutput = AVCaptureVideoDataOutput()
    videoOutput.setSampleBufferDelegate(self, queue: DispatchQueue.main)

    let pixelBuffer = CMSampleBufferGetImageBuffer(sampleBuffer)
    let cameraImage = CIImage(cvImageBuffer: pixelBuffer!)

    let typeOfColourBlindness = ColourBlindType(rawValue: "deuteranomaly")

    /* Gets colour from a single pixel - currently 0,0 and converts it into the 'colour blind' version */

    let captureImage = convert(cmage: cameraImage)

    let colour = captureImage.getPixelColour(pos: CGPoint(x: 0, y: 0))

    var redval: CGFloat = 0
    var greenval: CGFloat = 0
    var blueval: CGFloat = 0
    var alphaval: CGFloat = 0

    _ = colour.getRed(&redval, green: &greenval, blue: &blueval, alpha: &alphaval)
    print("Colours are r: \(redval) g: \(greenval) b: \(blueval) a: \(alphaval)")

    let filteredColour = CBColourBlindTypes.getModifiedColour(.deuteranomaly, red: Float(redval), green: Float(greenval), blue: Float(blueval))
    print(filteredColour)

    /* #################################################################################### */

    DispatchQueue.main.async {
        // placeholder for now
        self.filteredImage.image = self.applyFilter(cameraImage: cameraImage, colourBlindness: typeOfColourBlindness!)
    }
}

这里是x: 0, y: 0像素值转换的地方：

import Foundation

enum ColourBlindType: String {
    case deuteranomaly = "deuteranomaly"
    case protanopia = "protanopia"
    case deuteranopia = "deuteranopia"
    case protanomaly = "protanomaly"
}

class CBColourBlindTypes: NSObject {
   class func getModifiedColour(_ type: ColourBlindType, red: Float, green: Float, blue: Float) -> Array<Float> {
        switch type {
        case .deuteranomaly:
            return [(red*0.80)+(green*0.20)+(blue*0),
                    (red*0.25833)+(green*0.74167)+(blue*0),
                    (red*0)+(green*0.14167)+(blue*0.85833)]
        case .protanopia:
            return [(red*0.56667)+(green*0.43333)+(blue*0),
                    (red*0.55833)+(green*0.44167)+(blue*0),
                    (red*0)+(green*0.24167)+(blue*0.75833)]
        case .deuteranopia:
            return [(red*0.625)+(green*0.375)+(blue*0),
                    (red*0.7)+(green*0.3)+(blue*0),
                    (red*0)+(green*0.3)+(blue*0.7)]
        case .protanomaly:
            return [(red*0.81667)+(green*0.18333)+(blue*0.0),
                    (red*0.33333)+(green*0.66667)+(blue*0.0),
                    (red*0.0)+(green*0.125)+(blue*0.875)]
        }

    }

}

placeholder for now注释引用了以下函数：

func applyFilter(cameraImage: CIImage, colourBlindness: ColourBlindType) -> UIImage {

    //do stuff with pixels to render new image


    /*      Placeholder code for shifting the hue      */

    // Create a place to render the filtered image
    let context = CIContext(options: nil)

    // Create filter angle
    let filterAngle = 207 * Double.pi / 180

    // Create a random color to pass to a filter
    let randomColor = [kCIInputAngleKey: filterAngle]

    // Apply a filter to the image
    let filteredImage = cameraImage.applyingFilter("CIHueAdjust", parameters: randomColor)

    // Render the filtered image
    let renderedImage = context.createCGImage(filteredImage, from: filteredImage.extent)

    // Return a UIImage
    return UIImage(cgImage: renderedImage!)
}

这是我检索像素颜色的扩展：

extension UIImage {
    func getPixelColour(pos: CGPoint) -> UIColor {

        let pixelData = self.cgImage!.dataProvider!.data
        let data: UnsafePointer<UInt8> = CFDataGetBytePtr(pixelData)

        let pixelInfo: Int = ((Int(self.size.width) * Int(pos.y)) + Int(pos.x)) * 4

        let r = CGFloat(data[pixelInfo]) / CGFloat(255.0)
        let g = CGFloat(data[pixelInfo+1]) / CGFloat(255.0)
        let b = CGFloat(data[pixelInfo+2]) / CGFloat(255.0)
        let a = CGFloat(data[pixelInfo+3]) / CGFloat(255.0)

        return UIColor(red: r, green: g, blue: b, alpha: a)
    }

}

例如，如何为以下颜色范围创建滤镜？

我想获取相机输入，将颜色替换为 Deuteranopia 范围内的颜色并在屏幕上实时显示，使用 Swift。

我正在使用 UIImageView 来显示图像。

Answer 1

要了解如何对视频采集进行过滤并实时显示过滤后的图像，您可能需要研究AVCamPhotoFilter sample code from Apple, and other sources such as this objc.io tutorial

简而言之，使用 UIImage 进行实时渲染不是一个好主意 - 它太慢了。使用 Metal（例如 MTKView）的 OpenGL（例如 GLKView）。 AVCamPhotoFilter 代码使用 MTKView 并渲染到中间缓冲区，但您也可以使用适当的 CIContext 方法直接渲染 CIImage，例如对于金属 https://developer.apple.com/documentation/coreimage/cicontext/1437835-render

此外，关于您的滤色器 - 您可能需要查看 CIColorCube 核心图像滤镜，如图所示 here。

Answer 2

let filterName = "CIColorCrossPolynomial"
//deuteronomaly
let param = ["inputRedCoefficients" : CIVector(values: [0.8, 0.2, 0, 0, 0, 0, 0, 0, 0, 0], count: 10),
             "inputGreenCoefficients" : CIVector(values: [0.25833, 0.74167, 0, 0, 0, 0, 0, 0, 0, 0], count: 10),
             "inputBlueCoefficients" : CIVector(values: [0, 0.14167, 0.85833, 0, 0, 0, 0, 0, 0, 0], count: 10)]

let filter = CIFilter(name: filterName, parameters: param)

let startImage = CIImage(image: image!)
filter?.setValue(startImage, forKey: kCIInputImageKey)

let newImage = UIImage(ciImage: ((filter?.outputImage)!))

过滤结果：

过滤结果2：

转换视频预览中每个像素的颜色 - Swift

Convert colours of every pixel in video preview - Swift

ios

swift

kernel

core-image

metal