[libcamera-devel] [RFC PATCH 2/2] android: jpeg: Add a basic NV12 image thumbnailer

Umang Jain email at uajain.com
Tue Oct 27 04:43:32 CET 2020


Hi Hiro,

On 10/27/20 8:28 AM, Hirokazu Honda wrote:
> Hi, Laurent.
>
> On Tue, Oct 27, 2020 at 10:04 AM Laurent Pinchart
> <laurent.pinchart at ideasonboard.com> wrote:
>> Hi Hiro-san,
>>
>> On Mon, Oct 26, 2020 at 04:29:20PM +0900, Hirokazu Honda wrote:
>>> On Fri, Oct 23, 2020 at 5:39 PM Kieran Bingham wrote:
>>>> On 23/10/2020 04:59, Laurent Pinchart wrote:
>>>>> On Fri, Oct 23, 2020 at 09:37:09AM +0900, Hirokazu Honda wrote:
>>>>>> On Thu, Oct 22, 2020 at 11:00 PM Laurent Pinchart wrote:
>>>>>>> On Thu, Oct 22, 2020 at 08:42:01PM +0900, Hirokazu Honda wrote:
>>>>>>>> Hi Umang,
>>>>>>>> Thanks for the work. I couldn't have time to review these today and
>>>>>>>> will review tomorrow.
>>>>>>>> In my understanding, the thumbnail class is basically to scale frames
>>>>>>>> to the given destination.
>>>>>>>> Can we generalize it as PostProcessor interface so that we will be
>>>>>>>> able to make use of it for down-scaling regardless of whether jpeg
>>>>>>>> encoding is required.
>>>>>>>> It will be necessary when Android HAL adaptation layer has to output
>>>>>>>> multiple different NV12 streams while the native camera can produce a
>>>>>>>> single NV12 stream simultaneously.
>>>>>>> One point to consider is that the thumbnailer is a down-scaler using a
>>>>>>> nearest-neighbour algorithm. It's good enough for thumbnails, but will
>>>>>>> lead to awful quality when scaling streams. For that, I think we need a
>>>>>>> better scaler implementation, and we could then replace the thumbnailer
>>>>>>> class with it.
>>>>>> We can select nearest-neighbor and bilinear algorithms in
>>>>>> libyuv::NV12Scale with the filtering mode argument[1].
>>>>>> We may want to specify the scale algorithm on a class construction.
>>>>>> I would use libyuv here for better performance and less buggy (+ less
>>>>>> lines to be reviewed).
>>>>>> What do you'all think?
>>>>> We have considered libyuv early on, and I think it's an interesting
>>>>> option moving forward. The reason we have decided to go for a minimal
>>>>> scaler implementation to create JPEG thumbnails is to avoid adding an
>>>>> external dependency that isn't packaged by distributions. This allows us
>>>>> to finalize JPEG thumbnail support without delay, and decide on the
>>>>> longer term solution separately.
>>>>>
>>>>> It would be very nice if Google could work with distributions to package
>>>>> libyuv. I'd like to avoid including a copy of libyuv in libcamera.
>>>> Lack of packaging is a big factor here. If it's not available we can't
>>>> use it ;-)
>>> Thanks. That is fair enough.
>>>
>>>> However I looked into this briefly yesterday, - we could use a meson
>>>> wrap. But I don't know how that will affect us distributing packages, as
>>>> then we also have to distribute libyuv.
>>>>
>>>> Or perhaps the meson wrap would link statically.
>>> Can we download libyuv somewhere in libcamera, e.g. //third_party,
>>> during meson config if it is necessary?
>>> The code under //third_party is ignored by .gitignore, i.e., is not a
>>> part of libcamera tree.
>>> We may want to maintain a commit hash to be checked out in the libcamera tree.
>> As Kieran mentioned, we could use a meson wrap, and link statically to
>> libyuv. If we rely on a particular commit of libyuv then I think we
>> could as well copy the source code in the libcamera repository, to avoid
>> depending on an internet connection at meson config time. I'm however
>> not sure what issues we would encounter on the way. libyuv is integrated
>> with the Chromium code base, but looking, for instance, at the buildroot
>> package, it seems fairly easy to compile it standalone. We may need to
>> add support for the meson build system though.
>>
>> As a conclusion, I think we'll need to figure out how we can use libyuv,
>> but not as a prerequisite for the JPEG thumbnail work. The best option
>> would be if Google maintained libyuv as a standalone library and worked
>> on getting it packaged in distributions :-)
>>
> I understood. I am ok in this way now to not block this work.
> Sorry Uman for flooding in the thread.
> I will take a look the code today.
No issues. Please make sure if you looking at the code, that I have 
submitted the final implementation under the subject "android: jpeg: 
exif: Embed a JPEG-encoded thumbnail" on the list. I forgot to CC you on 
the previous  but is it OK if I CC you on futher iterations of the work?
>
> Best Regards,
> -Hiro
>>>>> One last comment to provide all the design background. We have also
>>>>> considered creating a format conversion library in libcamera, to gather
>>>>> code from various projects that exist out there. There's format
>>>>> conversion in libv4l2, in raw2rgbpnm, in projects such as ffmpeg, and of
>>>>> course in libyuv. I would be great if that could be consolidated and
>>>>> packaged, but that's a big task in itself.
>>>> And that's the bigger picture. This should be consolidated. And that
>>>> consolidated library should support more than yuv ;-)
>>>>
>>>> Given it would be a software format convertor, and scaler, and ideally
>>>> with hardware acceleration support where possible, I think that quickly
>>>> becomes libisp - and the feature creep will ... creep in ;-)
>>>>
>>>>>> [1] https://chromium.googlesource.com/libyuv/libyuv/+/refs/heads/master/include/libyuv/scale.h#148
>>>>>>
>>>>>>>> On Wed, Oct 21, 2020 at 8:09 PM Kieran Bingham wrote:
>>>>>>>>> On 21/10/2020 12:03, Umang Jain wrote:
>>>>>>>>>> On 10/21/20 4:25 PM, Kieran Bingham wrote:
>>>>>>>>>>> On 21/10/2020 11:51, Umang Jain wrote:
>>>>>>>>>>>> On 10/21/20 2:49 PM, Kieran Bingham wrote:
>>>>>>>>>>>>> On 21/10/2020 09:08, Umang Jain wrote:
>>>>>>>>>>>>>> Add a basic image thumbnailer for NV12 frames being captured.
>>>>>>>>>>>>>> It shall generate a thumbnail image to be embedded as a part of
>>>>>>>>>>>>>> EXIF metadata of the frame. The output of the thumbnail will still
>>>>>>>>>>>>>> be NV12.
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> Signed-off-by: Umang Jain <email at uajain.com>
>>>>>>>>>>>>>> ---
>>>>>>>>>>>>>>     src/android/jpeg/post_processor_jpeg.cpp |  39 +++++++++
>>>>>>>>>>>>>>     src/android/jpeg/post_processor_jpeg.h   |   3 +
>>>>>>>>>>>>>>     src/android/jpeg/thumbnailer.cpp         | 100 +++++++++++++++++++++++
>>>>>>>>>>>>>>     src/android/jpeg/thumbnailer.h           |  40 +++++++++
>>>>>>>>>>>>>>     src/android/meson.build                  |   1 +
>>>>>>>>>>>>>>     5 files changed, 183 insertions(+)
>>>>>>>>>>>>>>     create mode 100644 src/android/jpeg/thumbnailer.cpp
>>>>>>>>>>>>>>     create mode 100644 src/android/jpeg/thumbnailer.h
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> diff --git a/src/android/jpeg/post_processor_jpeg.cpp
>>>>>>>>>>>>>> b/src/android/jpeg/post_processor_jpeg.cpp
>>>>>>>>>>>>>> index 9d452b7..f5f1f78 100644
>>>>>>>>>>>>>> --- a/src/android/jpeg/post_processor_jpeg.cpp
>>>>>>>>>>>>>> +++ b/src/android/jpeg/post_processor_jpeg.cpp
>>>>>>>>>>>>>> @@ -11,6 +11,7 @@
>>>>>>>>>>>>>>     #include "../camera_metadata.h"
>>>>>>>>>>>>>>     #include "encoder_libjpeg.h"
>>>>>>>>>>>>>>     #include "exif.h"
>>>>>>>>>>>>>> +#include "thumbnailer.h"
>>>>>>>>>>>>>>       #include <libcamera/formats.h>
>>>>>>>>>>>>>>     @@ -44,6 +45,32 @@ int PostProcessorJpeg::configure(const StreamConfiguration &inCfg,
>>>>>>>>>>>>>>         return encoder_->configure(inCfg);
>>>>>>>>>>>>>>     }
>>>>>>>>>>>>>>     +void PostProcessorJpeg::generateThumbnail(const libcamera::Span<uint8_t> &source,
>>>>>>>>>>>>>> +                      std::vector<unsigned char> &thumbnail)
>>>>>>>>>>>>>> +{
>>>>>>>>>>>>>> +    libcamera::Span<uint8_t> destination;
>>>>>>>>>>>>>> +    Thumbnailer thumbnailer;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    thumbnailer.configure(streamSize_, formats::NV12);
>>>>>>>>>>>>>> +    libcamera::Size targetSize = thumbnailer.computeThumbnailSize();
>>>>>>>>>>>>>> +    thumbnailer.scaleBuffer(source, thumbnail);
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    if (thumbnail.data()) {
>>>>>>>>>>>>>> +        StreamConfiguration thumbnailCfg;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +        std::unique_ptr<EncoderLibJpeg> encoder =
>>>>>>>>>>>>>> +                std::make_unique<EncoderLibJpeg>();
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +        thumbnailCfg.pixelFormat = formats::NV12;
>>>>>>>>>>>>>> +        thumbnailCfg.size = targetSize;
>>>>>>>>>>>>>> +        encoder->configure(thumbnailCfg);
>>>>>>>>>>>>> thumbnail.capacity() might be quite low here.
>>>>>>>>>>>>> We need to make sure the vector is big enough at this point, you might
>>>>>>>>>>>>> need to do something like:
>>>>>>>>>>>>>
>>>>>>>>>>>>>       thumbnail.resize(targetSize.width * targetSize.height * 4);
>>>>>>>>>>>> I am not sure I follow. This is compressing the thumbnail part right? So
>>>>>>>>>>>> thumbnail is the "source" for the encoder here (Please refer to
>>>>>>>>>>>> ->encode() below) and why would we resize the source(i.e. 'thumbnail')?
>>>>>>>>>>> Ugh, sorry - tired eyes indeed. Yes, please ignore those comments.
>>>>>>>>>>>
>>>>>>>>>>>>> Really we should obtain that size from the encoder. I thought we had a
>>>>>>>>>>>>> helper to do that already, but it seems we don't.
>>>>>>>>>>>>> We could/should add Encoder::maxOutput(); which would ask the encoder
>>>>>>>>>>>>> "For your given configuration, what is the maximum number of bytes you
>>>>>>>>>>>>> might output".
>>>>>>>>>>>>>
>>>>>>>>>>>>> Then of course we'd do:
>>>>>>>>>>>>>       thumbnail.resize(encoder.maxOutput());
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>> +        int jpeg_size = encoder->encode({ thumbnail.data(), thumbnail.capacity() },
>>>>>>>>>>>>>> +                destination, { });
>>>>>>>>>>>> As said above, thumbnail is the source here. The compressed thumbnail
>>>>>>>>>>>> output is carried in destination. And, destination is a local span<>
>>>>>>>>>>>> here. Does it makes sense?
>>>>>>>>>>> Yes, I had mixed up source and destination I'm sorry.
>>>>>>>>>>>
>>>>>>>>>>> So who/where is allocating the destination?
>>>>>>>>>> Ah, that's a good question and I think I just found a bug. I currently
>>>>>>>>>> pass on a locally allocated Span<> 'destination' to the encoder. But
>>>>>>>>>> there is no explicit allocation here. I think I need to point / create
>>>>>>>>>> the Span with the output size / bytes and then pass to the encode().
>>>>>>>>> :-) Ok - then please apply all of my earlier comments to that part
>>>>>>>>> instead. ;-)
>>>>>>>>>
>>>>>>>>> We certainly need somewhere to store the compressed image, to be able to
>>>>>>>>> pass it into the exif  :-D
>>>>>>>>>
>>>>>>>>>>>>>> +        LOG(JPEG, Info) << "Thumbnail compress returned "
>>>>>>>>>>>>>> +                << jpeg_size << " bytes";
>>>>>>>>>>>>> And I presume we could then do an:
>>>>>>>>>>>>>           thumbnail.resize(jpeg_size);
>>>>>>>>>>>>>
>>>>>>>>>>>>> here to update the thumbnail with the correct size. I'd be weary of the
>>>>>>>>>>>>> resize operations doing lots of re-allocations though, so perhaps we
>>>>>>>>>>>>> want to minimize that. But lets get to something that works first
>>>>>>>>>>>>> before worrying about optimising.
>>>>>>>>>>>>>
>>>>>>>>>>>>>> +    }
>>>>>>>>>>>>>> +}
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>>     int PostProcessorJpeg::process(const libcamera::FrameBuffer *source,
>>>>>>>>>>>>>>                        const libcamera::Span<uint8_t> &destination,
>>>>>>>>>>>>>>                        CameraMetadata *metadata)
>>>>>>>>>>>>>> @@ -73,6 +100,18 @@ int PostProcessorJpeg::process(const
>>>>>>>>>>>>>> libcamera::FrameBuffer *source,
>>>>>>>>>>>>>>             return jpeg_size;
>>>>>>>>>>>>>>         }
>>>>>>>>>>>>>>     +    std::vector<unsigned char> thumbnail;
>>>>>>>>>>>>> You need to resize this somewhere.
>>>>>>>>>>>>> Edit: Now seen a better place above ;-)
>>>>>>>>>>>> The thumbnail vector just gets resized in Thumbnailer::scaleBuffer(). :)
>>>>>>>>>>>> We just pass in to the thumbnailer, while keeping its ownership in
>>>>>>>>>>>> PostProcessorJpeg.
>>>>>>>>>>>>
>>>>>>>>>>>>>> +    generateThumbnail(destination, thumbnail);
>>>>>>>>>>>>>> +    /*
>>>>>>>>>>>>>> +     * \todo: Write the compressed thumbnail to a file for inspection.
>>>>>>>>>>>>>> +     * (I) Check if we can still write the thumbnail to EXIF here.
>>>>>>>>>>>>>> +     *     If not, we might need to move the thumbnailer logic to encoder.
>>>>>>>>>>>>>> +     *     And if we do that, first we need to make sure we get can
>>>>>>>>>>>>>> +     *     compressed data written to destination first before calling
>>>>>>>>>>>>>> +     *     jpeg_finish_compress operation somehow. Thumbnailing will
>>>>>>>>>>>>>> +     *     only occur if we have compressed data available first.
>>>>>>>>>>>>>> +     */
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>>         /*
>>>>>>>>>>>>>>          * Fill in the JPEG blob header.
>>>>>>>>>>>>>>          *
>>>>>>>>>>>>>> diff --git a/src/android/jpeg/post_processor_jpeg.h
>>>>>>>>>>>>>> b/src/android/jpeg/post_processor_jpeg.h
>>>>>>>>>>>>>> index 62c8650..05601ee 100644
>>>>>>>>>>>>>> --- a/src/android/jpeg/post_processor_jpeg.h
>>>>>>>>>>>>>> +++ b/src/android/jpeg/post_processor_jpeg.h
>>>>>>>>>>>>>> @@ -28,6 +28,9 @@ public:
>>>>>>>>>>>>>>                 CameraMetadata *metadata) override;
>>>>>>>>>>>>>>       private:
>>>>>>>>>>>>>> +    void generateThumbnail(const libcamera::Span<uint8_t> &source,
>>>>>>>>>>>>>> +                   std::vector<unsigned char> &thumbnail);
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>>         CameraDevice *cameraDevice_;
>>>>>>>>>>>>>>         std::unique_ptr<Encoder> encoder_;
>>>>>>>>>>>>>>         libcamera::Size streamSize_;
>>>>>>>>>>>>>> diff --git a/src/android/jpeg/thumbnailer.cpp
>>>>>>>>>>>>>> b/src/android/jpeg/thumbnailer.cpp
>>>>>>>>>>>>>> new file mode 100644
>>>>>>>>>>>>>> index 0000000..3163576
>>>>>>>>>>>>>> --- /dev/null
>>>>>>>>>>>>>> +++ b/src/android/jpeg/thumbnailer.cpp
>>>>>>>>>>>>>> @@ -0,0 +1,100 @@
>>>>>>>>>>>>>> +/* SPDX-License-Identifier: GPL-2.0-or-later */
>>>>>>>>>>>>>> +/*
>>>>>>>>>>>>>> + * Copyright (C) 2020, Google Inc.
>>>>>>>>>>>>>> + *
>>>>>>>>>>>>>> + * thumbnailer.cpp - Basic image thumbnailer from NV12
>>>>>>>>>>>>>> + */
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +#include "thumbnailer.h"
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +#include <libcamera/formats.h>
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +#include "libcamera/internal/file.h"
>>>>>>>>>>>>>> +#include "libcamera/internal/log.h"
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +using namespace libcamera;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +LOG_DEFINE_CATEGORY(Thumbnailer)
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +Thumbnailer::Thumbnailer()
>>>>>>>>>>>>>> +    : validConfiguration_(false)
>>>>>>>>>>>>>> +{
>>>>>>>>>>>>>> +}
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +void Thumbnailer::configure(const Size &sourceSize, PixelFormat pixelFormat)
>>>>>>>>>>>>>> +{
>>>>>>>>>>>>>> +    sourceSize_ = sourceSize;
>>>>>>>>>>>>>> +    pixelFormat_ = pixelFormat;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    if (pixelFormat_ != formats::NV12) {
>>>>>>>>>>>>>> +        LOG (Thumbnailer, Error) << "Failed to configure: Pixel Format "
>>>>>>>>>>>>>> +                    << pixelFormat_.toString() << " unsupported.";
>>>>>>>>>>>>>> +        return;
>>>>>>>>>>>>>> +    }
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    validConfiguration_ = true;
>>>>>>>>>>>>>> +}
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +/*
>>>>>>>>>>>>>> + * The Exif specification recommends the width of the thumbnail to be a
>>>>>>>>>>>>>> + * mutiple of 16 (section 4.8.1). Hence, compute the corresponding height
>>>>>>>>>>>>>> + * keeping the aspect ratio same as of the source.
>>>>>>>>>>>>>> + */
>>>>>>>>>>>>>> +Size Thumbnailer::computeThumbnailSize()
>>>>>>>>>>>>>> +{
>>>>>>>>>>>>>> +    unsigned int targetHeight;
>>>>>>>>>>>>>> +    unsigned int targetWidth = 160;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    targetHeight = targetWidth * sourceSize_.height / sourceSize_.width;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    if (targetHeight & 1)
>>>>>>>>>>>>>> +        targetHeight++;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    return Size(targetWidth, targetHeight);
>>>>>>>>>>>>>> +}
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +void
>>>>>>>>>>>>>> +Thumbnailer::scaleBuffer(const libcamera::Span<uint8_t> &source,
>>>>>>>>>>>>>> +             std::vector<unsigned char> &destination)
>>>>>>>>>>>>>> +{
>>>>>>>>>>>>>> +    if (!validConfiguration_) {
>>>>>>>>>>>>>> +        LOG(Thumbnailer, Error) << "config is unconfigured or invalid.";
>>>>>>>>>>>>>> +        return;
>>>>>>>>>>>>>> +    }
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    targetSize_ = computeThumbnailSize();
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    const unsigned int sw = sourceSize_.width;
>>>>>>>>>>>>>> +    const unsigned int sh = sourceSize_.height;
>>>>>>>>>>>>>> +    const unsigned int tw = targetSize_.width;
>>>>>>>>>>>>>> +    const unsigned int th = targetSize_.height;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    /* Image scaling block implementing nearest-neighbour algorithm. */
>>>>>>>>>>>>>> +    unsigned char *src = static_cast<unsigned char *>(source.data());
>>>>>>>>>>>>>> +    unsigned char *src_c = src + sh * sw;
>>>>>>>>>>>>>> +    unsigned char *src_cb, *src_cr;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    size_t dstSize = (th * tw) + ((th/2) * tw);
>>>>>>>>>>>>>> +    destination.reserve(dstSize);
>>>>>>>>>>>>>> +    unsigned char *dst = destination.data();
>>>>>>>>>>>>>> +    unsigned char *dst_c = dst + th * tw;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    for (unsigned int y = 0; y < th; y+=2) {
>>>>>>>>>>>>>> +        unsigned int sourceY = (sh*y + th/2) / th;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +        src_cb = src_c + (sourceY/2) * sw + 0;
>>>>>>>>>>>>>> +        src_cr = src_c + (sourceY/2) * sw + 1;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +        for (unsigned int x = 0; x < tw; x+=2) {
>>>>>>>>>>>>>> +            unsigned int sourceX = (sw*x + tw/2) / tw;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +            dst[y     * tw + x]     = src[sw * sourceY     + sourceX];
>>>>>>>>>>>>>> +            dst[(y+1) * tw + x]     = src[sw * (sourceY+1) + sourceX];
>>>>>>>>>>>>>> +            dst[y     * tw + (x+1)] = src[sw * sourceY     + (sourceX+1)];
>>>>>>>>>>>>>> +            dst[(y+1) * tw + (x+1)] = src[sw * (sourceY+1) + (sourceX+1)];
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +            dst_c[(y/2) * tw + x + 0] = src_cb[(sourceX/2) * 2];
>>>>>>>>>>>>>> +            dst_c[(y/2) * tw + x + 1] = src_cr[(sourceX/2) * 2];
>>>>>>>>>>>>>> +        }
>>>>>>>>>>>>>> +    }
>>>>>>>>>>>>>> +}
>>>>>>>>>>>>>> diff --git a/src/android/jpeg/thumbnailer.h
>>>>>>>>>>>>>> b/src/android/jpeg/thumbnailer.h
>>>>>>>>>>>>>> new file mode 100644
>>>>>>>>>>>>>> index 0000000..bab9855
>>>>>>>>>>>>>> --- /dev/null
>>>>>>>>>>>>>> +++ b/src/android/jpeg/thumbnailer.h
>>>>>>>>>>>>>> @@ -0,0 +1,40 @@
>>>>>>>>>>>>>> +/* SPDX-License-Identifier: GPL-2.0-or-later */
>>>>>>>>>>>>>> +/*
>>>>>>>>>>>>>> + * Copyright (C) 2020, Google Inc.
>>>>>>>>>>>>>> + *
>>>>>>>>>>>>>> + * thumbnailer.h - Basic image thumbnailer from NV12
>>>>>>>>>>>>>> + */
>>>>>>>>>>>>>> +#ifndef __ANDROID_JPEG_THUMBNAILER_H__
>>>>>>>>>>>>>> +#define __ANDROID_JPEG_THUMBNAILER_H__
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +#include <libcamera/geometry.h>
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +#include "libcamera/internal/buffer.h"
>>>>>>>>>>>>>> +#include "libcamera/internal/formats.h"
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +class Thumbnailer
>>>>>>>>>>>>>> +{
>>>>>>>>>>>>>> +public:
>>>>>>>>>>>>>> +    Thumbnailer();
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    void configure(const libcamera::Size &sourceSize,
>>>>>>>>>>>>>> +               libcamera::PixelFormat pixelFormat);
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    /*
>>>>>>>>>>>>>> +     * \todo: Discuss if we can return targetSize_ via configure() or
>>>>>>>>>>>>>> +     * scaleBuffer(). We need targetSize_ to re-encode the scaled
>>>>>>>>>>>>>> buffer
>>>>>>>>>>>>>> +     * via encoder in PostProcssorJpeg::writeThumbnail().
>>>>>>>>>>>>>> +     */
>>>>>>>>>>>>>> +    libcamera::Size computeThumbnailSize();
>>>>>>>>>>>>>> +    void scaleBuffer(const libcamera::Span<uint8_t> &source,
>>>>>>>>>>>>>> +             std::vector<unsigned char> &dest);
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +private:
>>>>>>>>>>>>>> +    libcamera::PixelFormat pixelFormat_;
>>>>>>>>>>>>>> +    libcamera::Size sourceSize_;
>>>>>>>>>>>>>> +    libcamera::Size targetSize_;
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +    bool validConfiguration_;
>>>>>>>>>>>>>> +};
>>>>>>>>>>>>>> +
>>>>>>>>>>>>>> +#endif /* __ANDROID_JPEG_THUMBNAILER_H__ */
>>>>>>>>>>>>>> diff --git a/src/android/meson.build b/src/android/meson.build
>>>>>>>>>>>>>> index 5a01bea..3905e2f 100644
>>>>>>>>>>>>>> --- a/src/android/meson.build
>>>>>>>>>>>>>> +++ b/src/android/meson.build
>>>>>>>>>>>>>> @@ -25,6 +25,7 @@ android_hal_sources = files([
>>>>>>>>>>>>>>         'jpeg/encoder_libjpeg.cpp',
>>>>>>>>>>>>>>         'jpeg/exif.cpp',
>>>>>>>>>>>>>>         'jpeg/post_processor_jpeg.cpp',
>>>>>>>>>>>>>> +    'jpeg/thumbnailer.cpp',
>>>>>>>>>>>>>>     ])
>>>>>>>>>>>>>>       android_camera_metadata_sources = files([
>>>>>>>>>>>>>>
>> --
>> Regards,
>>
>> Laurent Pinchart
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