ColorFiltering Class Reference

Image filtering using OpenCV. More...

Inheritance diagram for ColorFiltering:

Collaboration diagram for ColorFiltering:

Public Member Functions
virtual	~ColorFiltering ()
	Virtual destructor for safe inheritance. More...
virtual void	process (jevois::InputFrame &&inframe, jevois::OutputFrame &&outframe) override
	Processing function with video output to USB. More...
Public Member Functions inherited from jevois::Module
	Module (std::string const &instance)
virtual	~Module ()
virtual void	process (InputFrame &&inframe)
virtual void	process (InputFrame &&inframe, GUIhelper &helper)
virtual void	sendSerial (std::string const &str)
virtual void	parseSerial (std::string const &str, std::shared_ptr< UserInterface > s)
virtual void	supportedCommands (std::ostream &os)
Public Member Functions inherited from jevois::Component
	Component (std::string const &instance)
virtual	~Component ()
std::shared_ptr< Comp >	addSubComponent (std::string const &instance, Args &&...args)
void	removeSubComponent (std::shared_ptr< Comp > &component)
void	removeSubComponent (std::string const &instance, bool warnIfNotFound=true)
std::shared_ptr< Comp >	getSubComponent (std::string const &instance) const
bool	isTopLevel () const
Engine *	engine () const
bool	initialized () const
const std::string &	className () const
const std::string &	instanceName () const
std::vector< std::string >	setParamVal (std::string const &paramdescriptor, T const &val)
void	setParamValUnique (std::string const &paramdescriptor, T const &val)
std::vector< std::pair< std::string, T > >	getParamVal (std::string const &paramdescriptor) const
T	getParamValUnique (std::string const &paramdescriptor) const
std::vector< std::string >	setParamString (std::string const &paramdescriptor, std::string const &val)
void	setParamStringUnique (std::string const &paramdescriptor, std::string const &val)
std::vector< std::pair< std::string, std::string > >	getParamString (std::string const &paramdescriptor) const
std::string	getParamStringUnique (std::string const &paramdescriptor) const
void	freezeParam (std::string const &paramdescriptor)
void	unFreezeParam (std::string const &paramdescriptor)
void	freezeAllParams ()
void	unFreezeAllParams ()
std::string	descriptor () const
void	setParamsFromFile (std::string const &filename)
std::istream &	setParamsFromStream (std::istream &is, std::string const &absfile)
virtual void	paramInfo (std::shared_ptr< UserInterface > s, std::map< std::string, std::string > &categs, bool skipFrozen, std::string const &cname="", std::string const &pfx="")
void	foreachParam (std::function< void(std::string const &compname, ParameterBase *p)> func, std::string const &cname="")
std::shared_ptr< DynamicParameter< T > >	addDynamicParameter (std::string const &name, std::string const &description, T const &defaultValue, ParameterCategory const &category)
std::shared_ptr< DynamicParameter< T > >	addDynamicParameter (std::string const &name, std::string const &description, T const &defaultValue, ValidValuesSpec< T > const &validValuesSpec, ParameterCategory const &category)
void	setDynamicParameterCallback (std::string const &name, std::function< void(T const &)> cb, bool callnow=true)
void	removeDynamicParameter (std::string const &name)
void	setPath (std::string const &path)
std::filesystem::path	absolutePath (std::filesystem::path const &path="")
std::shared_ptr< Comp >	addSubComponent (std::string const &instance, Args &&...args)
void	removeSubComponent (std::shared_ptr< Comp > &component)
void	removeSubComponent (std::string const &instance, bool warnIfNotFound=true)
std::shared_ptr< Comp >	getSubComponent (std::string const &instance) const
bool	isTopLevel () const
Engine *	engine () const
bool	initialized () const
const std::string &	className () const
const std::string &	instanceName () const
std::vector< std::string >	setParamVal (std::string const &paramdescriptor, T const &val)
void	setParamValUnique (std::string const &paramdescriptor, T const &val)
std::vector< std::pair< std::string, T > >	getParamVal (std::string const &paramdescriptor) const
T	getParamValUnique (std::string const &paramdescriptor) const
std::vector< std::string >	setParamString (std::string const &paramdescriptor, std::string const &val)
void	setParamStringUnique (std::string const &paramdescriptor, std::string const &val)
std::vector< std::pair< std::string, std::string > >	getParamString (std::string const &paramdescriptor) const
std::string	getParamStringUnique (std::string const &paramdescriptor) const
void	freezeParam (std::string const &paramdescriptor)
void	unFreezeParam (std::string const &paramdescriptor)
void	freezeAllParams ()
void	unFreezeAllParams ()
std::string	descriptor () const
void	setParamsFromFile (std::string const &filename)
std::istream &	setParamsFromStream (std::istream &is, std::string const &absfile)
virtual void	paramInfo (std::shared_ptr< UserInterface > s, std::map< std::string, std::string > &categs, bool skipFrozen, std::string const &cname="", std::string const &pfx="")
void	foreachParam (std::function< void(std::string const &compname, ParameterBase *p)> func, std::string const &cname="")
std::shared_ptr< DynamicParameter< T > >	addDynamicParameter (std::string const &name, std::string const &description, T const &defaultValue, ParameterCategory const &category)
std::shared_ptr< DynamicParameter< T > >	addDynamicParameter (std::string const &name, std::string const &description, T const &defaultValue, ValidValuesSpec< T > const &validValuesSpec, ParameterCategory const &category)
void	setDynamicParameterCallback (std::string const &name, std::function< void(T const &)> cb, bool callnow=true)
void	removeDynamicParameter (std::string const &name)
void	setPath (std::string const &path)
std::filesystem::path	absolutePath (std::filesystem::path const &path="")
Public Member Functions inherited from jevois::ParameterRegistry
virtual	~ParameterRegistry ()

Protected Member Functions
void	onParamChange (effect const &, Effect const &val) override
	Parameter callback: set the selected filter algo. More...
Protected Member Functions inherited from jevois::Component
virtual void	preInit ()
virtual void	postInit ()
virtual void	preUninit ()
virtual void	postUninit ()
virtual void	preInit ()
virtual void	postInit ()
virtual void	preUninit ()
virtual void	postUninit ()
Protected Member Functions inherited from jevois::ParameterRegistry
void	addParameter (ParameterBase *const param)
void	removeParameter (ParameterBase *const param)
void	callbackInitCall ()

Related Functions
(Note that these are not member functions.)
	JEVOIS_DEFINE_ENUM_CLASS (Effect,(NoEffect)(Blur)(Median)(Morpho)(Laplacian)(Bilateral))
	Enum. More...
	JEVOIS_DECLARE_PARAMETER_WITH_CALLBACK (effect, Effect, "Image processing effect to apply", Effect::Morpho, Effect_Values, ParamCateg)
	Parameter. More...

Detailed Description

Image filtering using OpenCV.

This module is to learn about basic image filtering. It was developed to allow students to instantly observe the effects of different filters and their parameters on live video. The module implements a variety of filters using OpenCV. Each filter exposes some paremeters (e.g., kernel size) that can be set interactively to understand their effects onto the filter behavior.

Available filters:

• Blur: Replace each pixel by the average of all pixels in a box around the pixel of interest. Leads to a blur effect on the image, more pronounced with bigger box sizes. See http://docs.opencv.org/3.2.0/d4/d86/group__imgproc__filter.html#ga8c45db9afe636703801b0b2e440fce37
• Median: Replaces each pixel by the median value within a box around that pixel. Tends to blur and remove salt-and-peper noise from the image. http://docs.opencv.org/3.2.0/d4/d86/group__imgproc__filter.html#ga564869aa33e58769b4469101aac458f9
• Morpho: mathematical morphology operations, see http://docs.opencv.org/3.2.0/d9/d61/tutorial_py_morphological_ops.html for an introduction, and http://docs.opencv.org/3.2.0/d4/d86/group__imgproc__filter.html
• Laplacian: Computes second spatial derivative of the image. Tends to amplify edges and noise. See http://docs.opencv.org/3.2.0/d4/d86/group__imgproc__filter.html#gad78703e4c8fe703d479c1860d76429e6
• Bilateral: bi-lateral filter, very slow, see http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/MANDUCHI1/Bilateral_Filtering.html and http://docs.opencv.org/3.2.0/d4/d86/group__imgproc__filter.html#ga9d7064d478c95d60003cf839430737ed

How to use this module

• On JeVois-Pro, select the effect and set its parameters in the Parameters tab of the GUI. You can also drag the cyan handles left and right on screen to change which portion of the image is shown as original vs processed.
• On JeVois-A33, either try it with JeVois Inventor using YUYV 640x240 @ 30 fps. Note that each time you select a new effect, this will affect the set of parameters that are available for that effect, but currently JeVois Inventor has no way of being notified of that change. So just click to another tab (e.g., the Info tab), and then back to the Parameters tab each time you change the effect. This will refresh the parameter list.
• Or, open a video viewer on your host computer and select YUYV 640x240 @ 30 fps (see JeVois-A33 Quickstart user guide)
• Open a serial communication to JeVois (see Command-line interface user guide)
• Type help and observe the available parameter called effect
• Start by setting the effect parameter to a given effect type. For example: setpar effect Median or setpar effect Morpho (commands are case-sensitive).

• Then type help to see what additional parameters are available for each effect. For example, for Median, you can adjust the kernel size (parameter ksize). For Morpho, you can select the type of morphological operation (parameter op), structuring element shape (parameter kshape) and size (parameter ksize), etc.

  Complete example:

setpar effect Morpho
help
setpar op Open
setpar ksize 7 7

With JeVois v1.5 and above, you may want to use help2 instead of help, which is a shorter and more compact help message that shows parameters and commands of the running machine vision module only (and no general parameters related to the JeVois core).

Author

Laurent Itti

Videomapping:

YUYV 640 240 30.0 YUYV 320 240 30.0 JeVois ColorFiltering

Email:

itti@usc.edu

Address:

University of Southern California, HNB-07A, 3641 Watt Way, Los Angeles, CA 90089-2520, USA

Copyright

Copyright (C) 2016 by Laurent Itti, iLab and the University of Southern California

Main URL:

http://jevois.org

Support URL:

http://jevois.org/doc

Other URL:

http://iLab.usc.edu

License:

GPL v3

Distribution:

Unrestricted

Restrictions:

None

Definition at line 121 of file ColorFiltering.C.

Constructor & Destructor Documentation

~ColorFiltering()

virtual ColorFiltering::~ColorFiltering ( )

inlinevirtual

Virtual destructor for safe inheritance.

Definition at line 133 of file ColorFiltering.C.

Member Function Documentation

onParamChange()

void ColorFiltering::onParamChange ( effect const &  , Effect const &  val  )

inlineoverrideprotected

Parameter callback: set the selected filter algo.

Definition at line 284 of file ColorFiltering.C.

References jevois::Component::removeSubComponent().

process()

virtual void ColorFiltering::process ( jevois::InputFrame &&  inframe, jevois::OutputFrame &&  outframe  )

inlineoverridevirtual

Processing function with video output to USB.

Reimplemented from jevois::Module.

Definition at line 139 of file ColorFiltering.C.

References jevois::async(), jevois::rawimage::convertToCvBGR(), jevois::RawImage::fmt, h, jevois::RawImage::height, jevois::rawimage::paste(), jevois::rawimage::pasteBGRtoYUYV(), jevois::RawImage::require(), jevois::split(), jevois::Timer::start(), jevois::Timer::stop(), strget(), demo::w, jevois::RawImage::width, and jevois::rawimage::writeText().

Friends And Related Function Documentation

JEVOIS_DECLARE_PARAMETER_WITH_CALLBACK()

JEVOIS_DECLARE_PARAMETER_WITH_CALLBACK ( effect  , Effect  , "Image processing effect to apply"  , Effect::Morpho  , Effect_Values  , ParamCateg    )

related

Parameter.

JEVOIS_DEFINE_ENUM_CLASS()

JEVOIS_DEFINE_ENUM_CLASS ( Effect  , (NoEffect)(Blur)(Median)(Morpho)(Laplacian)(Bilateral)    )

related

Enum.

---

The documentation for this class was generated from the following file:

• src/Modules/ColorFiltering/ColorFiltering.C