Reputation: 897
I am using the iPhone/iPad camera to get a video stream and doing recognition on the stream, but with lighting changes it has a negative impact on the robustness. I have tested different settings in different light and can get it to work, but trying to get the settings to adjust at run time is what I need.
I can calculate a simple brightness check on each frame, but the camera adjusts and throws my results off. I can watch for sharp changes and run checks then, but gradual changes would throw my results off as well.
Ideally I'd be like to access the camera/EXIF data for the stream and see what it is registering the unfiltered brightness as, is there a way to do this?
(I am working for devices iOS 5 and above)
Thank you
Upvotes: 6
Views: 2630
Reputation: 1527
Complete code, as used in my own app:
- (void)setupAVCapture {
//-- Setup Capture Session.
_session = [[AVCaptureSession alloc] init];
[_session beginConfiguration];
//-- Set preset session size.
[_session setSessionPreset:AVCaptureSessionPreset1920x1080];
//-- Creata a video device and input from that Device. Add the input to the capture session.
AVCaptureDevice * videoDevice = [AVCaptureDevice defaultDeviceWithMediaType:AVMediaTypeVideo];
if(videoDevice == nil)
assert(0);
//-- Add the device to the session.
NSError *error;
AVCaptureDeviceInput *input = [AVCaptureDeviceInput deviceInputWithDevice:videoDevice error:&error];
if(error)
assert(0);
[_session addInput:input];
//-- Create the output for the capture session.
AVCaptureVideoDataOutput * dataOutput = [[AVCaptureVideoDataOutput alloc] init];
[dataOutput setAlwaysDiscardsLateVideoFrames:YES]; // Probably want to set this to NO when recording
//-- Set to YUV420.
[dataOutput setVideoSettings:[NSDictionary dictionaryWithObject:[NSNumber numberWithInt:kCVPixelFormatType_420YpCbCr8BiPlanarFullRange]
forKey:(id)kCVPixelBufferPixelFormatTypeKey]]; // Necessary for manual preview
// Set dispatch to be on the main thread so OpenGL can do things with the data
[dataOutput setSampleBufferDelegate:self queue:dispatch_get_main_queue()];
[_session addOutput:dataOutput];
[_session commitConfiguration];
[_session startRunning];
}
- (void)captureOutput:(AVCaptureOutput *)captureOutput
didOutputSampleBuffer:(CMSampleBufferRef)sampleBuffer
fromConnection:(AVCaptureConnection *)connection
{
CFDictionaryRef metadataDict = CMCopyDictionaryOfAttachments(NULL,
sampleBuffer, kCMAttachmentMode_ShouldPropagate);
NSDictionary *metadata = [[NSMutableDictionary alloc]
initWithDictionary:(__bridge NSDictionary*)metadataDict];
CFRelease(metadataDict);
NSDictionary *exifMetadata = [[metadata
objectForKey:(NSString *)kCGImagePropertyExifDictionary] mutableCopy];
self.autoBrightness = [[exifMetadata
objectForKey:(NSString *)kCGImagePropertyExifBrightnessValue] floatValue];
float oldMin = -4.639957; // dark
float oldMax = 4.639957; // light
if (self.autoBrightness > oldMax) oldMax = self.autoBrightness; // adjust oldMax if brighter than expected oldMax
self.lumaThreshold = ((self.autoBrightness - oldMin) * ((3.0 - 1.0) / (oldMax - oldMin))) + 1.0;
NSLog(@"brightnessValue %f", self.autoBrightness);
NSLog(@"lumaThreshold %f", self.lumaThreshold);
}
The lumaThreshold variable is sent as a uniform variable to my fragment shader, which multiplies the Y sampler texture to find the ideal luminosity based on the brightness of the environment. Right now, it uses the back camera; I'll probably switch to the front camera, since I'm only changing the "brightness" of the screen to adjust for indoor/outdoor viewing, and the user's eyes are on the front of the camera (and not the back).
Upvotes: 1
Reputation: 402
Available in iOS 4.0 and above. It's possible to get EXIF information from CMSampleBufferRef.
//Import ImageIO & include framework in your project.
#import <ImageIO/CGImageProperties.h>
In your sample buffer delegate toll-free bridging will get a NSDictionary of results from CoreMedia's CMGetAttachment.
- (void)captureOutput:(AVCaptureOutput *)captureOutput didOutputSampleBuffer:(CMSampleBufferRef)sampleBuffer fromConnection:(AVCaptureConnection *)connection {
NSDictionary* dict = (NSDictionary*)CMGetAttachment(sampleBuffer, kCGImagePropertyExifDictionary, NULL);
Upvotes: 8