OpenGL: Bind FBO's depth texture to a compute shader

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I've been trying to render to an FBO and render two FBO's to the screen, but have been unsuccessfull to do a depth test at the merge of the two FBO's. I've tried merging the textures with an compute shader, but I am unable to read the values of the depth textures(all values are value 1, but depth test is working when I render to the FBO). Does anybody knows what I am doing wrong, or knows an other method to merge two FBO's?

This is how I create the FBO:

struct FBO {
    uint color;
    uint depth;
    uint fbo;
};
FBO createFBO(int width, int height) {
    FBO fbo;
    fbo.color = createFBOTexture(width, height, false);
    fbo.depth = createFBOTexture(width, height, true);
    fbo.fbo = generateFramebuffer(fbo.color, fbo.depth);

    return fbo;
}
uint createFBOTexture(int width, int height, bool isDepthBuffer) {
    uint texture;
    glGenTextures(1, &texture);
    glBindTexture(GL_TEXTURE_2D, texture);

    if (isDepthBuffer)
        glTexImage2D(GL_TEXTURE_2D, 0, GL_DEPTH_COMPONENT16, width, height, 0, GL_DEPTH_COMPONENT, GL_FLOAT, NULL);
    else
        glTexImage2D(GL_TEXTURE_2D, 0, GL_RGBA8, width, height, 0, GL_RGBA, GL_FLOAT, NULL);

    glTexParameteri(GL_TEXTURE_2D, GL_TEXTURE_MAG_FILTER, GL_NEAREST);
    glTexParameteri(GL_TEXTURE_2D, GL_TEXTURE_MIN_FILTER, GL_NEAREST);
    glTexParameteri(GL_TEXTURE_2D, GL_TEXTURE_WRAP_S, GL_CLAMP_TO_EDGE);
    glTexParameteri(GL_TEXTURE_2D, GL_TEXTURE_WRAP_T, GL_CLAMP_TO_EDGE);

    int i = glGetError();
    if (i)
    std::cout << "Error while creating the FBO: " << gluErrorString(i) << '\n';

    return texture;
}
uint generateFrameBuffer(uint color, uint depth)
{
    int mipmapLevel = 0;

    //Generate FBO
    uint fbo;
    glGenFramebuffers(1, &fbo);
    glBindFramebuffer(GL_FRAMEBUFFER, fbo);

    //Attatch textures to the FBO
    glFramebufferTexture2D(GL_FRAMEBUFFER, GL_COLOR_ATTACHMENT0, GL_TEXTURE_2D, color, mipmapLevel);
    glFramebufferTexture2D(GL_FRAMEBUFFER, GL_DEPTH_ATTACHMENT, GL_TEXTURE_2D, depth, mipmapLevel);

    //Error check
    int i = glCheckFramebufferStatus(GL_FRAMEBUFFER);
    if (i != GL_FRAMEBUFFER_COMPLETE)
        std::cout << "ERROR: frambuffer is not ok, status: " << i << '\n';
    else {
        int i = glGetError();
        if (i)
            std::cout << "Error while creating the FBO: " << gluErrorString(i) << '\n';
    }
    glBindFramebuffer(GL_FRAMEBUFFER, 0);

    return fbo;
}

This is how I render to the FBO:

glEnable(GL_DEPTH_TEST);
glDepthMask(GL_TRUE);

glBindFramebuffer(GL_FRAMEBUFFER, fbo_pointcloud.fbo);
glClear(GL_COLOR_BUFFER_BIT | GL_DEPTH_BUFFER_BIT);
drawPointCloud(); //Here I draw points with the depreciated fixed pipeline
glFlush();

I have tried to bind the textures with glBindTexture(all values read where 1):

void MergeFrames::merge(TextureLoading::FBO tex0, TextureLoading::FBO tex1, GLuint result, int width, int height)
{
    glUseProgram(shader);

    //Bind depth textures
    glActiveTexture(GL_TEXTURE0+0);
    glBindTexture(GL_TEXTURE_2D, tex0.depth);
    glActiveTexture(GL_TEXTURE0+1);
    glBindTexture(GL_TEXTURE_2D, tex1.depth);

    //Bind color textures
    glBindImageTexture(2, tex0.color, 0, GL_FALSE, 0, GL_READ_ONLY, GL_RGBA8);
    glBindImageTexture(3, tex1.color, 0, GL_FALSE, 0, GL_READ_ONLY, GL_RGBA8);
    glBindImageTexture(4, result, 0, GL_FALSE, 0, GL_READ_WRITE, GL_RGBA8);

    //Dispatch the shader
    glDispatchCompute(ceilf(width / 16.0f), ceilf(height / 16.0f), 1);
}

The compute shader:

#version 430

uniform sampler2D depthTex0;
uniform sampler2D depthTex1;
uniform layout(rgba8) readonly image2D colorTex0;
uniform layout(rgba8) readonly image2D colorTex1;
uniform layout(rgba8) writeonly image2D mergedColor;

layout (local_size_x = 16, local_size_y = 16) in;

void main() {
    ivec2 ID = ivec2(gl_GlobalInvocationID.xy); 
    ivec2 size = imageSize(colorTex0);
    vec2 texCoords = vec2(float(ID.x)/float(size.x),float(ID.y)/float(size.y));

    float depths[2];
    vec4 colors[2];

    depths[0] = texture2D(depthTex0, texCoords).x;
    depths[1] = texture2D(depthTex1, texCoords).x;

    colors[0] = imageLoad(colorTex0, ID);
    colors[1] = imageLoad(colorTex1, ID);

    int i = int(depths[1] > depths[0]);
    imageStore(mergedColor, ID, colors[i]);
}

I have tried to bind the textures with glBindTexture(all values read where 0):

void MergeFrames::merge(TextureLoading::FBO tex0, TextureLoading::FBO tex1, GLuint result, int width, int height)
{
    glUseProgram(shader);

    glBindImageTexture(0, tex0.color, 0, GL_FALSE, 0, GL_READ_ONLY, GL_RGBA8);
    glBindImageTexture(1, tex1.color, 0, GL_FALSE, 0, GL_READ_WRITE, GL_RGBA8);
    glBindImageTexture(2, tex0.depth, 0, GL_FALSE, 0, GL_READ_ONLY, GL_R16);
    glBindImageTexture(3, tex1.depth, 0, GL_FALSE, 0, GL_READ_ONLY, GL_R16);
    glBindImageTexture(4, result, 0, GL_FALSE, 0, GL_READ_WRITE, GL_RGBA8);

    glDispatchCompute(ceilf(width / 16.0f), ceilf(height / 16.0f), 1);
}

The compute shader:

#version 430

uniform layout(rgba8) readonly image2D colorTex0;
uniform layout(rgba8) readonly image2D colorTex1;
uniform layout(r16) readonly image2D depthTex0;
uniform layout(r16) readonly image2D depthTex1;
uniform layout(rgba8) writeonly image2D mergedColor;

layout (local_size_x = 16, local_size_y = 16) in;

void main() {
    ivec2 ID = ivec2(gl_GlobalInvocationID.xy); 

    float depths[2];
    vec4 colors[2];

    colors[0] = imageLoad(colorTex0, ID);
    depths[0] = imageLoad(depthTex0, ID).x;

    colors[1] = imageLoad(colorTex1, ID);
    depths[1] = imageLoad(depthTex1, ID).x;

    int i = int(depths[1] < depths[0]);
    imageStore(mergedColor, ID, colors[i]);
}

And this is how I bind the indices (the indices are differt in the version where I use sampler2D instead of image2D):

MergeFrames::MergeFrames()
{
    shader = OpenGL::compileComputeShader("MergeFrames.comp");

    glUseProgram(shader);

    glUniform1i(glGetUniformLocation(shader, "colorTex0"), 0);
    glUniform1i(glGetUniformLocation(shader, "colorTex1"), 1);
    glUniform1i(glGetUniformLocation(shader, "depthTex0"), 2);
    glUniform1i(glGetUniformLocation(shader, "depthTex1"), 3);
    glUniform1i(glGetUniformLocation(shader, "mergedColor"), 4);
}
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Kay Goossen On BEST ANSWER

I got the code working, by copying the data from depth texture to a texture with format GL_RED after rendering .