Metal每日分享，连环画滤镜和油画滤镜效果

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本事例的目的是了解如何用Metal完成连环画滤镜和油画滤镜，将图画处理成连环画和油画作用；

Demo

• HarbethDemo地址
• iDay每日共享文档地址

实操代码

// 连环画作用
let filter = C7ComicStrip.init()
// 计划1:
ImageView.image = try? BoxxIO(element: originImage, filters: [filter, filter2, filter3]).output()
// 计划2:
ImageView.image = originImage.filtering(filter, filter2, filter3)
// 计划3:
ImageView.image = originImage ->> filter ->> filter2 ->> filter3

连环画完成原理

• 过滤器

这款滤镜选用并行计算编码器规划.compute(kernel: "C7ComicStrip")

/// 连环画滤镜
public struct C7ComicStrip: C7FilterProtocol {
    public var modifier: Modifier {
        return .compute(kernel: "C7ComicStrip")
    }
    public init() { }
}

• 着色器

获取到红色值abs(g - b + g + r) * r绝对值，绿色abs(b - g + b + r) * r，蓝色abs(b - g + b + r) * g，最终获取到像素色彩；

kernel void C7ComicStrip(texture2d<half, access::write> outputTexture [[texture(0)]],
                         texture2d<half, access::read> inputTexture [[texture(1)]],
                         uint2 grid [[thread_position_in_grid]]) {
    const half4 inColor = inputTexture.read(grid);
    const half r = inColor.r;
    const half g = inColor.g;
    const half b = inColor.b;
    const half R = half(abs(g - b + g + r) * r);
    const half G = half(abs(b - g + b + r) * r);
    const half B = half(abs(b - g + b + r) * g);
    const half4 outColor = half4(R, G, B, inColor.a);
    outputTexture.write(outColor, grid);
}

油画完成原理

• 过滤器

这款滤镜选用并行计算编码器规划.compute(kernel: "C7OilPainting")，参数因子[radius, Float(pixel)]

对外开放参数

• radius: 含糊半径；
• pixel: 像素颗粒度；

/// 油画滤镜
public struct C7OilPainting: C7FilterProtocol {
    public var radius: Float = 3.0
    public var pixel: Int = 1
    public var modifier: Modifier {
        return .compute(kernel: "C7OilPainting")
    }
    public var factors: [Float] {
        return [radius, Float(pixel)]
    }
    public init(radius: Float = 3.0, pixel: Int = 1) {
        self.radius = radius
        self.pixel = pixel
    }
}

• 着色器

kernel void C7OilPainting(texture2d<half, access::write> outputTexture [[texture(0)]],
                          texture2d<half, access::sample> inputTexture [[texture(1)]],
                          constant float *radius [[buffer(0)]],
                          constant float *pixel [[buffer(1)]],
                          uint2 grid [[thread_position_in_grid]]) {
    constexpr sampler quadSampler(mag_filter::linear, min_filter::linear);
    const float2 size = float2(*pixel) / float2(outputTexture.get_width(), outputTexture.get_height());
    const float2 textureCoordinate = float2(grid) / float2(outputTexture.get_width(), outputTexture.get_height());
    const float r = float(*radius);
    const float n = float((r + 1.0) * (r + 1.0));
    float3 m0 = float3(0.0);
    float3 m1 = float3(0.0);
    float3 s0 = float3(0.0);
    float3 s1 = float3(0.0);
    float3 color = float3(0.0);
    for (float j = -r; j <= 0.0; ++j)  {
        for (float k = -r; k <= 0.0; ++k)  {
            color = float3(inputTexture.sample(quadSampler, textureCoordinate + float2(k,j) * size).rgb);
            m0 += color;
            s0 += color * color;
        }
    }
    for (float j = -r; j <= 0.0; ++j)  {
        for (float k = 0.0; k <= r; ++k)  {
            color = float3(inputTexture.sample(quadSampler, textureCoordinate + float2(k,j) * size).rgb);
            m1 += color;
            s1 += color * color;
        }
    }
    half4 outColor = half4(0.0h);
    float min_sigma2 = 100.0;
    m0 /= n;
    s0 = abs(s0 / n - m0 * m0);
    float sigma2 = s0.r + s0.g + s0.b;
    if (sigma2 < min_sigma2) {
        min_sigma2 = sigma2;
        outColor = half4(half3(m0), 1.0h);
    }
    m1 /= n;
    s1 = abs(s1 / n - m1 * m1);
    sigma2 = s1.r + s1.g + s1.b;
    if (sigma2 < min_sigma2) {
        min_sigma2 = sigma2;
        outColor = half4(half3(m1), 1.0h);
    }
    outputTexture.write(outColor, grid);
}

作用图

原图	连环画	油画

Harbeth功用清单

• 支撑ios体系和macOS体系
• 支撑运算符函数式操作
• 支撑多种模式数据源 UIImage, CIImage, CGImage, CMSampleBuffer, CVPixelBuffer.
• 支撑快速规划滤镜
• 支撑兼并多种滤镜作用
• 支撑输出源的快速扩展
• 支撑相机采集特效
• 支撑视频增加滤镜特效
• 支撑矩阵卷积
• 支撑运用体系 MetalPerformanceShaders.
• 支撑兼容 CoreImage.
• 滤镜部分大致分为以下几个模块：
  • Blend：图画融合技能
  • Blur：含糊作用
  • Pixel：图画的基本像素色彩处理
  • Effect：作用处理
  • Lookup：查找表过滤器
  • Matrix: 矩阵卷积滤波器
  • Shape：图画形状巨细相关
  • Visual: 视觉动态特效
  • MPS: 体系 MetalPerformanceShaders.

最终

• 慢慢再补充其他相关滤镜，喜欢就给我点个星吧。
• 滤镜Demo地址，现在包括100+种滤镜，同时也支撑CoreImage混合运用。
• 再附上一个开发加快库KJCategoriesDemo地址
• 再附上一个网络基础库RxNetworksDemo地址
• 喜欢的老板们能够点个星，谢谢各位老板！！！

✌️.