summaryrefslogtreecommitdiffstats
path: root/src/org/codeaurora/snapcam/filter/ClearSightImageProcessor.java
blob: 141d8e412f72122717a9cf6c47f44885ebbfc3df (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
/*
 * Copyright (c) 2016, The Linux Foundation. All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without
 * modification, are permitted provided that the following conditions are
 * met:
 *  * Redistributions of source code must retain the above copyright
 *    notice, this list of conditions and the following disclaimer.
 *  * Redistributions in binary form must reproduce the above
 *    copyright notice, this list of conditions and the following
 *    disclaimer in the documentation and/or other materials provided
 *    with the distribution.
 *  * Neither the name of The Linux Foundation nor the names of its
 *    contributors may be used to endorse or promote products derived
 *    from this software without specific prior written permission.
 *
 * THIS SOFTWARE IS PROVIDED "AS IS" AND ANY EXPRESS OR IMPLIED
 * WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
 * MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT
 * ARE DISCLAIMED.  IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS
 * BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
 * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
 * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
 * BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
 * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE
 * OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN
 * IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 */

package org.codeaurora.snapcam.filter;

import java.io.ByteArrayOutputStream;
import java.nio.ByteBuffer;
import java.util.ArrayDeque;
import java.util.ArrayList;
import java.util.List;

import org.codeaurora.snapcam.filter.ClearSightNativeEngine.CamSystemCalibrationData;
import org.codeaurora.snapcam.filter.ClearSightNativeEngine.ClearsightImage;

import android.content.Context;
import android.graphics.ImageFormat;
import android.graphics.Rect;
import android.graphics.YuvImage;
import android.hardware.camera2.CameraAccessException;
import android.hardware.camera2.CameraCaptureSession;
import android.hardware.camera2.CameraCaptureSession.CaptureCallback;
import android.hardware.camera2.CameraCharacteristics;
import android.hardware.camera2.CameraDevice;
import android.hardware.camera2.CameraManager;
import android.hardware.camera2.CaptureFailure;
import android.hardware.camera2.CaptureRequest;
import android.hardware.camera2.TotalCaptureResult;
import android.hardware.camera2.params.InputConfiguration;
import android.media.Image;
import android.media.Image.Plane;
import android.media.ImageReader;
import android.media.ImageReader.OnImageAvailableListener;
import android.media.ImageWriter;
import android.os.Handler;
import android.os.HandlerThread;
import android.os.Looper;
import android.os.Message;
import android.os.SystemProperties;
import android.util.Log;
import android.view.Surface;

import com.android.camera.MediaSaveService;
import com.android.camera.PhotoModule.NamedImages;
import com.android.camera.PhotoModule.NamedImages.NamedEntity;

public class ClearSightImageProcessor {
    private static final String TAG = "ClearSightImageProcessor";
    private static final String PERSIST_TIMESTAMP_LIMIT_KEY = "persist.camera.cs.threshold";
    private static final String PERSIST_BURST_COUNT_KEY = "persist.camera.cs.burstcount";
    private static final String PERSIST_DUMP_FRAMES_KEY = "persist.camera.cs.dumpframes";

    private static final long DEFAULT_TIMESTAMP_THRESHOLD_MS = 10;
    private static final int DEFAULT_IMAGES_TO_BURST = 5;

    private static final int MSG_START_CAPTURE = 0;
    private static final int MSG_NEW_IMG = 1;
    private static final int MSG_NEW_RESULT = 2;

    private static final int CAM_TYPE_BAYER = 0;
    private static final int CAM_TYPE_MONO = 1;
    private static final int NUM_CAM = 2;

    private static CameraCharacteristics.Key<byte[]> OTP_CALIB_BLOB =
            new CameraCharacteristics.Key<>(
                    "org.codeaurora.qcamera3.dualcam_calib_meta_data.dualcam_calib_meta_data_blob",
                    byte[].class);

    private NamedImages mNamedImages;
    private ImageReader[] mImageReader = new ImageReader[NUM_CAM];
    private ImageReader[] mReprocessImageReader = new ImageReader[NUM_CAM];
    private ImageWriter[] mImageWriter = new ImageWriter[NUM_CAM];

    private ImageProcessHandler mImageProcessHandler;
    private ImageReprocessHandler mImageReprocessHandler;
    private HandlerThread mImageProcessThread;
    private HandlerThread mImageReprocessThread;
    private Callback mCallback;

    private long mTimestampThresholdNs;
    private int mNumBurstCount;
    private boolean mDumpImages;

    private static ClearSightImageProcessor mInstance;

    private ClearSightImageProcessor() {
        mNamedImages = new NamedImages();
        long threshMs = SystemProperties.getLong(PERSIST_TIMESTAMP_LIMIT_KEY, DEFAULT_TIMESTAMP_THRESHOLD_MS);
        mTimestampThresholdNs = threshMs * 1000000;
        Log.d(TAG, "mTimestampThresholdNs: " + mTimestampThresholdNs);

        mNumBurstCount = SystemProperties.getInt(PERSIST_BURST_COUNT_KEY, DEFAULT_IMAGES_TO_BURST);
        Log.d(TAG, "mNumBurstCount: " + mNumBurstCount);

        mDumpImages = SystemProperties.getBoolean(PERSIST_DUMP_FRAMES_KEY, false);
        Log.d(TAG, "mDumpImages: " + mDumpImages);
    }

    public static void createInstance() {
        if(mInstance == null) {
            mInstance = new ClearSightImageProcessor();
            ClearSightNativeEngine.createInstance();
        }
    }

    public static ClearSightImageProcessor getInstance() {
        if(mInstance == null) {
            createInstance();
        }
        return mInstance;
    }

    public void init(int width, int height, Context context) {
        mImageProcessThread = new HandlerThread("CameraImageProcess");
        mImageProcessThread.start();
        mImageReprocessThread = new HandlerThread("CameraImageReprocess");
        mImageReprocessThread.start();

        mImageProcessHandler = new ImageProcessHandler(mImageProcessThread.getLooper());
        mImageReprocessHandler = new ImageReprocessHandler(mImageReprocessThread.getLooper());

        mImageReader[CAM_TYPE_BAYER] = createImageReader(CAM_TYPE_BAYER, width, height);
        mImageReader[CAM_TYPE_MONO] = createImageReader(CAM_TYPE_MONO, width, height);
        mReprocessImageReader[CAM_TYPE_BAYER] = createReprocImageReader(CAM_TYPE_BAYER, width, height);
        mReprocessImageReader[CAM_TYPE_MONO] = createReprocImageReader(CAM_TYPE_MONO, width, height);

        CameraManager cm = (CameraManager) context.getSystemService(Context.CAMERA_SERVICE);
        try {
            CameraCharacteristics cc = cm.getCameraCharacteristics("0");
            byte[] blob = cc.get(OTP_CALIB_BLOB);
            ClearSightNativeEngine.setOtpCalibData(CamSystemCalibrationData.createFromBytes(blob));
        } catch (CameraAccessException e) {
            e.printStackTrace();
        }
    }

    public void close() {
        for(int i=0; i<mImageReader.length; i++) {
            if (null != mImageReader[i]) {
                mImageReader[i].close();
                mImageReader[i] = null;
            }
            if (null != mReprocessImageReader[i]) {
                mReprocessImageReader[i].close();
                mReprocessImageReader[i] = null;
            }
            if (null != mImageWriter[i]) {
                mImageWriter[i].close();
                mImageWriter[i] = null;
            }
        }

        if(mImageProcessThread != null) {
            mImageProcessThread.quitSafely();

            try {
                mImageProcessThread.join();
                mImageProcessThread = null;
                mImageProcessHandler = null;
            } catch (InterruptedException e) {
                e.printStackTrace();
            }
        }

        if(mImageReprocessThread != null) {
            mImageReprocessThread.quitSafely();

            try {
                mImageReprocessThread.join();
                mImageReprocessThread = null;
                mImageReprocessHandler = null;
            } catch (InterruptedException e) {
                e.printStackTrace();
            }
        }
    }

    public void setCallback(Callback callback) {
        mCallback = callback;
    }

    public void createCaptureSession(boolean bayer, CameraDevice device, List<Surface> surfaces,
            CameraCaptureSession.StateCallback captureSessionCallback) throws CameraAccessException {

        Log.d(TAG, "createCaptureSession: " + bayer);

        int cam = bayer?CAM_TYPE_BAYER:CAM_TYPE_MONO;
        surfaces.add(mImageReader[cam].getSurface());
        surfaces.add(mReprocessImageReader[cam].getSurface());
        // Here, we create a CameraCaptureSession for camera preview.
        device.createReprocessableCaptureSession(
                new InputConfiguration(mImageReader[cam].getWidth(),
                        mImageReader[cam].getHeight(), mImageReader[cam].getImageFormat()),
                        surfaces, captureSessionCallback, null);
    }

    public void onCaptureSessionConfigured(boolean bayer, CameraCaptureSession session) {
        Log.d(TAG, "onCaptureSessionConfigured: " + bayer);

        mImageWriter[bayer?CAM_TYPE_BAYER:CAM_TYPE_MONO] =
                ImageWriter.newInstance(session.getInputSurface(), mNumBurstCount);
    }

    public CaptureRequest.Builder createCaptureRequest(CameraDevice device) throws CameraAccessException {
        Log.d(TAG, "createCaptureRequest");

        CaptureRequest.Builder builder = device.createCaptureRequest(CameraDevice.TEMPLATE_ZERO_SHUTTER_LAG);
        // Orientation
        // int rotation = mActivity.getWindowManager().getDefaultDisplay().getRotation();
        // captureBuilder.set(CaptureRequest.JPEG_ORIENTATION, ORIENTATIONS.get(rotation));
        return builder;
    }

    public void capture(boolean bayer, CameraCaptureSession session, CaptureRequest.Builder requestBuilder,
            Handler captureCallbackHandler) throws CameraAccessException {
        Log.d(TAG, "capture: " + bayer);

        final int cam = bayer?CAM_TYPE_BAYER:CAM_TYPE_MONO;

        CameraCaptureSession.CaptureCallback captureCallback = new CameraCaptureSession.CaptureCallback() {
            @Override
            public void onCaptureCompleted(CameraCaptureSession session,
                    CaptureRequest request,
                    TotalCaptureResult result) {
                Log.d(TAG, "captureStillPicture onCaptureCompleted: " + cam);
                mImageProcessHandler.obtainMessage(MSG_NEW_RESULT,
                        cam, 0, result).sendToTarget();
            }

            @Override
            public void onCaptureFailed(CameraCaptureSession session,
                    CaptureRequest request,
                    CaptureFailure result) {
                Log.d(TAG, "captureStillPicture onCaptureFailed: " + cam);
                mImageProcessHandler.obtainMessage(MSG_NEW_RESULT,
                        cam, 1, result).sendToTarget();
            }

            @Override
            public void onCaptureSequenceCompleted(CameraCaptureSession session, int
                    sequenceId, long frameNumber) {
                Log.d(TAG, "captureStillPicture onCaptureSequenceCompleted: " + cam);
            }
        };

        List<CaptureRequest> burstList = new ArrayList<CaptureRequest>();
        requestBuilder.addTarget(mImageReader[cam].getSurface());
        for (int i = 0; i < mNumBurstCount; i++) {
            requestBuilder.setTag(new Object());
            CaptureRequest request = requestBuilder.build();
            burstList.add(request);
        }

        mImageProcessHandler.obtainMessage(MSG_START_CAPTURE, cam, burstList.size()).sendToTarget();
        session.captureBurst(burstList, captureCallback, captureCallbackHandler);
    }

    private ImageReader createImageReader(final int cam, int width, int height) {
        ImageReader reader = ImageReader.newInstance(width, height,
                ImageFormat.YUV_420_888, mNumBurstCount);
        reader.setOnImageAvailableListener(new OnImageAvailableListener() {
            @Override
            public void onImageAvailable(ImageReader reader) {
                Log.d(TAG, "image available for cam: " + cam);
                mImageProcessHandler.obtainMessage(
                        MSG_NEW_IMG, cam, 0, reader.acquireNextImage()).sendToTarget();
            }
        }, null);

        return reader;
    }

    private ImageReader createReprocImageReader(final int cam, int width, int height) {
        ImageReader reader = ImageReader.newInstance(width, height,
                ImageFormat.YUV_420_888, mNumBurstCount);
        reader.setOnImageAvailableListener(new OnImageAvailableListener() {
            @Override
            public void onImageAvailable(ImageReader reader) {
                Log.d(TAG, "reprocessed image available for cam: " + cam);
                mImageReprocessHandler.obtainMessage(
                        MSG_NEW_IMG, cam, 0, reader.acquireNextImage()).sendToTarget();
            }
        }, null);

        return reader;
    }

    public interface Callback {
        public void onClearSightSuccess(ClearsightImage csImage, YuvImage bayer, YuvImage mono);
        public void onClearSightFailure(YuvImage bayer, YuvImage mono);
        public CameraCaptureSession onReprocess(boolean bayer);
        public MediaSaveService getMediaSaveService();
    }

    private static class ReprocessableImage {
        final Image mImage;
        final TotalCaptureResult mCaptureResult;

        ReprocessableImage(Image image, TotalCaptureResult result) {
            mImage = image;
            mCaptureResult = result;
        }
    }

    private class ImageProcessHandler extends Handler {
        private ArrayDeque<ReprocessableImage> mBayerFrames = new ArrayDeque<ReprocessableImage>(
                mNumBurstCount);
        private ArrayDeque<ReprocessableImage> mMonoFrames = new ArrayDeque<ReprocessableImage>(
                mNumBurstCount);
        private ArrayDeque<TotalCaptureResult> mBayerCaptureResults = new ArrayDeque<TotalCaptureResult>(
                mNumBurstCount);
        private ArrayDeque<TotalCaptureResult> mMonoCaptureResults = new ArrayDeque<TotalCaptureResult>(
                mNumBurstCount);
        private ArrayDeque<Image> mBayerImages = new ArrayDeque<Image>(
                mNumBurstCount);
        private ArrayDeque<Image> mMonoImages = new ArrayDeque<Image>(
                mNumBurstCount);
        private int[] mNumImagesToProcess = new int[NUM_CAM];

        public ImageProcessHandler(Looper looper) {
            super(looper);
        }

        @Override
        public void handleMessage(Message msg) {
            switch (msg.what) {
            case MSG_START_CAPTURE:
                mNumImagesToProcess[msg.arg1] = msg.arg2;
                break;
            case MSG_NEW_IMG:
            case MSG_NEW_RESULT:
                processNewEvent(msg);
                break;
            }
        }

        private void processNewEvent(Message msg) {
            ArrayDeque<Image> imageQueue;
            ArrayDeque<TotalCaptureResult> resultQueue;
            ArrayDeque<ReprocessableImage> reprocQueue;
            // push image onto queue
            if (msg.arg1 == CAM_TYPE_BAYER) {
                imageQueue = mBayerImages;
                resultQueue = mBayerCaptureResults;
                reprocQueue = mBayerFrames;
            } else {
                imageQueue = mMonoImages;
                resultQueue = mMonoCaptureResults;
                reprocQueue = mMonoFrames;
            }

            if(msg.what == MSG_NEW_IMG) {
                Log.d(TAG, "processNewEvent - newImg: " + msg.arg1);
                Image image = (Image) msg.obj;
                imageQueue.add(image);
            } else if(msg.arg2 == 1) {
                Log.d(TAG, "processNewEvent - new failed result: " + msg.arg1);
                mNumImagesToProcess[msg.arg1]--;
            } else {
                Log.d(TAG, "processNewEvent - newResult: " + msg.arg1);
                TotalCaptureResult result = (TotalCaptureResult) msg.obj;
                resultQueue.add(result);
            }

            Log.d(TAG, "processNewEvent - cam: " + msg.arg1 + " num imgs: "
                    + imageQueue.size() + " num results: " + resultQueue.size());

            if (!imageQueue.isEmpty() && !resultQueue.isEmpty()) {
                Image headImage = imageQueue.poll();
                TotalCaptureResult headResult = resultQueue.poll();
                reprocQueue.add(new ReprocessableImage(headImage, headResult));
                mNumImagesToProcess[msg.arg1]--;
                checkForValidFramePair();
            }

            Log.d(TAG, "processNewEvent - imagestoprocess[bayer] " + mNumImagesToProcess[CAM_TYPE_BAYER] +
                    " imagestoprocess[mono]: " + mNumImagesToProcess[CAM_TYPE_MONO]);

            if (mNumImagesToProcess[CAM_TYPE_BAYER] == 0
                    && mNumImagesToProcess[CAM_TYPE_MONO] == 0) {
                processReprocess();
            }
        }

        private void checkForValidFramePair() {
            // if we have images from both
            // as we just added an image onto one of the queues
            // this condition is only true when both are not empty
            Log.d(TAG,
                    "checkForValidFramePair - num bayer frames: "
                            + mBayerFrames.size() + " num mono frames: "
                            + mMonoFrames.size());

            if (!mBayerFrames.isEmpty() && !mMonoFrames.isEmpty()) {
                // peek oldest pair of images
                ReprocessableImage bayer = mBayerFrames.peek();
                ReprocessableImage mono = mMonoFrames.peek();

                Log.d(TAG,
                        "checkForValidFramePair - bayer ts: "
                                + bayer.mImage.getTimestamp() + " mono ts: "
                                + mono.mImage.getTimestamp());
                Log.d(TAG,
                        "checkForValidFramePair - difference: "
                                + Math.abs(bayer.mImage.getTimestamp()
                                        - mono.mImage.getTimestamp()));
                // if timestamps are within threshold, keep frames
                if (Math.abs(bayer.mImage.getTimestamp()
                        - mono.mImage.getTimestamp()) > mTimestampThresholdNs) {
                    if(bayer.mImage.getTimestamp() > mono.mImage.getTimestamp()) {
                        Log.d(TAG, "checkForValidFramePair - toss mono");
                        // no match, toss
                        mono = mMonoFrames.poll();
                        mono.mImage.close();
                    } else {
                        Log.d(TAG, "checkForValidFramePair - toss bayer");
                        // no match, toss
                        bayer = mBayerFrames.poll();
                        bayer.mImage.close();
                    }
                }
            }
        }

        private void releaseBayerFrames() {
            for (ReprocessableImage reprocImg : mBayerFrames) {
                reprocImg.mImage.close();
            }

            mBayerFrames.clear();
        }

        private void releaseMonoFrames() {
            for (ReprocessableImage reprocImg : mMonoFrames) {
                reprocImg.mImage.close();
            }

            mMonoFrames.clear();
        }

        private void processReprocess() {
            if(mCallback != null) {
                if (mMonoFrames.isEmpty()
                        || mBayerFrames.isEmpty()) {
                    Log.d(TAG, "processReprocess - frames are empty");
                    releaseBayerFrames();
                    releaseMonoFrames();
                    mCallback.onClearSightFailure(null, null);
                    return;
                } else {
                    int frameCount = Math.min(mMonoFrames.size(), mBayerFrames.size());
                    sendReprocessRequests(CAM_TYPE_BAYER, frameCount);
                    sendReprocessRequests(CAM_TYPE_MONO, frameCount);
                }
            } else {
                releaseBayerFrames();
                releaseMonoFrames();
            }
        }

        private void sendReprocessRequests(final int camId, int frameCount) {
            CameraCaptureSession session = mCallback.onReprocess(camId == CAM_TYPE_BAYER);
            CameraDevice device = session.getDevice();

            try {
                ArrayDeque<ReprocessableImage> frameQueue;
                if (camId == CAM_TYPE_BAYER) {
                    frameQueue = mBayerFrames;
                } else {
                    frameQueue = mMonoFrames;
                }
                Log.d(TAG, "sendReprocessRequests - start cam: " + camId
                        + " num frames: " + frameQueue.size()
                        + " frameCount: " + frameCount);

                ArrayList<CaptureRequest> reprocRequests = new ArrayList<CaptureRequest>(
                        frameQueue.size());
                while (reprocRequests.size() < frameCount) {
                    ReprocessableImage reprocImg = frameQueue.poll();

                    CaptureRequest.Builder reprocRequest = device
                            .createReprocessCaptureRequest(reprocImg.mCaptureResult);
                    reprocRequest.addTarget(mReprocessImageReader[camId]
                            .getSurface());
                    reprocRequests.add(reprocRequest.build());

                    mImageWriter[camId].queueInputImage(reprocImg.mImage);
                }

                if(!frameQueue.isEmpty()) {
                    // clear remaining frames
                    if (camId == CAM_TYPE_BAYER) {
                        releaseBayerFrames();
                    } else {
                        releaseMonoFrames();
                    }
                }

                mImageReprocessHandler.obtainMessage(MSG_START_CAPTURE, camId,
                        reprocRequests.size()).sendToTarget();
                session.captureBurst(reprocRequests,
                        new CaptureCallback() {
                    @Override
                    public void onCaptureCompleted(
                            CameraCaptureSession session,
                            CaptureRequest request,
                            TotalCaptureResult result) {
                        super.onCaptureCompleted(session, request, result);
                        Log.d(TAG, "reprocess - onCaptureCompleted: "
                                + camId);
                    }

                    @Override
                    public void onCaptureFailed(
                            CameraCaptureSession session,
                            CaptureRequest request,
                            CaptureFailure failure) {
                        super.onCaptureFailed(session, request, failure);
                        Log.d(TAG, "reprocess - onCaptureFailed: "
                                + camId);
                        mImageReprocessHandler.obtainMessage(
                                MSG_NEW_RESULT, camId, 1)
                                .sendToTarget();
                    }
                }, null);
            } catch (CameraAccessException e) {
                e.printStackTrace();
            }
        }
    };

    private class ImageReprocessHandler extends Handler {
        private int[] mNumImagesToProcess = new int[NUM_CAM];

        public ImageReprocessHandler(Looper looper) {
            super(looper);
        }

        @Override
        public void handleMessage(Message msg) {
            switch (msg.what) {
            case MSG_START_CAPTURE:
                mNumImagesToProcess[msg.arg1] = msg.arg2;
                break;
            case MSG_NEW_IMG:
            case MSG_NEW_RESULT:
                processNewEvent(msg);
                break;
            }
        }

        private void processNewEvent(Message msg) {
            boolean isBayer = (msg.arg1 == CAM_TYPE_BAYER);

            if(msg.what == MSG_NEW_IMG) {
                Image image = (Image) msg.obj;
                Log.d(TAG, "reprocess - processNewImg");

                if(mDumpImages) {
                    saveDebugImage(mCallback.getMediaSaveService(), image, true);
                }

                if (!ClearSightNativeEngine.getInstance()
                        .hasReferenceImage(isBayer)) {
                    // reference not yet set
                    ClearSightNativeEngine.getInstance().setReferenceImage(isBayer,
                            image);
                } else {
                    // if ref images set, register this image
                    if(ClearSightNativeEngine.getInstance().registerImage(
                            isBayer, image) == false) {
                        Log.w(TAG, "registerImage : terminal error with input image");
                    }
                }
                mNumImagesToProcess[msg.arg1]--;
            } else if (msg.arg2 == 1) {
                // capture failed
                mNumImagesToProcess[msg.arg1]--;
            }

            Log.d(TAG, "reprocess - processNewEvent, cam: " + msg.arg1
                    + " count: " + mNumImagesToProcess[msg.arg1]);

            if (mNumImagesToProcess[CAM_TYPE_BAYER] == 0
                    && mNumImagesToProcess[CAM_TYPE_MONO] == 0) {
                processClearSight();
            }
        }

        private void processClearSight() {
            Log.d(TAG, "reprocess - processClearSight, bayercount: "
                    + mNumImagesToProcess[CAM_TYPE_BAYER] + " mono count: "
                    + mNumImagesToProcess[CAM_TYPE_MONO]);

            if(mCallback != null) {
                ClearSightNativeEngine.ClearsightImage csImage = ClearSightNativeEngine
                        .getInstance().processImage();

                if(csImage != null) {
                    Log.d(TAG, "reprocess - processClearSight, roiRect: "
                            + csImage.getRoiRect().toString());
                    mCallback.onClearSightSuccess(csImage,
                            createYuvImage(ClearSightNativeEngine.getInstance().getReferenceImage(true)),
                            createYuvImage(ClearSightNativeEngine.getInstance().getReferenceImage(false)));
                } else {
                    mCallback.onClearSightFailure(
                            createYuvImage(ClearSightNativeEngine.getInstance().getReferenceImage(true)),
                            createYuvImage(ClearSightNativeEngine.getInstance().getReferenceImage(false)));
                }
            }
            ClearSightNativeEngine.getInstance().reset();
        }
    };

    public void saveDebugImage(MediaSaveService service, byte[] data,
            int width, int height, boolean isReproc) {
        mNamedImages.nameNewImage(System.currentTimeMillis());
        NamedEntity name = mNamedImages.getNextNameEntity();
        String title = (name == null) ? null : name.title;
        long date = (name == null) ? -1 : name.date;

        if (isReproc) {
            title += "_reproc";
        }

        service.addImage(data, title, date, null,
                width, height, 0, null, null,
                service.getContentResolver(), "jpeg");
    }

    public void saveDebugImage(MediaSaveService service, YuvImage image, boolean isReproc) {
        ByteArrayOutputStream baos = new ByteArrayOutputStream();
        image.compressToJpeg(
                new Rect(0, 0, image.getWidth(), image.getHeight()), 100, baos);

        saveDebugImage(service, baos.toByteArray(), image.getWidth(), image.getHeight(),
                isReproc);
    }

    public void saveDebugImage(MediaSaveService service, Image image, boolean isReproc) {
        saveDebugImage(service, createYuvImage(image), isReproc);
    }

    public YuvImage createYuvImage(Image image) {
        if (image == null) {
            Log.d(TAG, "createYuvImage - invalid param");
            return null;
        }
        Plane[] planes = image.getPlanes();
        ByteBuffer yBuffer = planes[0].getBuffer();
        ByteBuffer vuBuffer = planes[2].getBuffer();
        int sizeY = yBuffer.capacity();
        int sizeVU = vuBuffer.capacity();
        byte[] data = new byte[sizeY + sizeVU];
        yBuffer.rewind();
        yBuffer.get(data, 0, sizeY);
        vuBuffer.rewind();
        vuBuffer.get(data, sizeY, sizeVU);
        int[] strides = new int[] { planes[0].getRowStride(),
                planes[2].getRowStride() };

        return new YuvImage(data, ImageFormat.NV21, image.getWidth(),
                image.getHeight(), strides);
    }
}