Showing posts with label facial recognition. Show all posts
Showing posts with label facial recognition. Show all posts

Friday, November 19, 2021

KATHRYN'S DATASET MAP OF FACIAL EXPRESSIONS

Face Database: Kathryn's Dataset Map Gouache on paper 30 x 42 cm 2021


This is a bit of fun - playing with the concept of face datasets that assist in training AI for facial recognition and expression analysis. I've mapped correlations between my various faces eg: check out the links I make to the mansplaining face! 

For artists who use face datasets, or any kind of dataset created by others for an array of purposes, it is important to investigate legal and ethical issues relating to use, appropriation, exhibition, publication  and so on. These issues are particularly relevant for artists who use digital and cyber new media platforms, and who may use images or datasets from other sources. There seems to be a cascading array of issues relating to use, appropriation, privacy, copyright etc in a world of digital images, distributed or accessed via the internet. 

That's why I paint! That's why I use paint to parody and critique. I love painting!

Please enjoy Kathryn's Dataset Map. It kind of channels the emoji look, but also Humpty Dumpty and other Egg Heads   

Cheers, Kathryn😁




Monday, April 26, 2021

VERIFIED LANDING SITE

Verified Landing Site Oil on linen 92 x 112 cm 2021


Verified Landing Site continues my interest in thinking about portraiture in an age of facial recognition technology. My last post ME: Portraiture in the Age of Facial Recognition details some of my thoughts - plus - there is a self-portrait - or is it?

In Verified Landing Site I have combined facial recognition-type computer graphics with  airport landing-type graphics. In this case the Loyal Wingman* drone, positioned in the middle of the blue 'iris', gives a clue to what kind of craft is landing. However, the idea of 'landing' is also a metaphor for landing on our subconscious.

Cheers,

Kathryn

*Previous Wingman post and painting. 

Wednesday, April 07, 2021

ME: PORTRAITURE IN THE AGE OF FACIAL RECOGNITION


ME: 01001101 01000101 Oil on linen 92 x 112 cm 2021
 

ME is a self-portrait. It is a painted self-portrait. It visually parodies facial recognition computer graphics.*

IDENTITY & VERIFICATION
For me, my defining features are my very blue eyes, and my long hair which I wear in a loose, often messy, bun. Despite these defining features appearing in the portrait, further confirmation that ME is me is given with a verification tick generated by facial recognition technology. This is corroborated by the binary code 'instructing' the word ME. I ask, are we heading for a future history where identity is verified only by AI and coding? I
f identity verification is ubiquitously provided by technology, will human beings stop looking - and - seeing? Maybe - think about the way contemporary motor vehicles have smaller windows, especially at the rear, than years ago. We don't need to look - or see - when sensors are embedded! This is what I have been told by many car salespeople. 

In a world of digital imaging, facial recognition and biometric scanning, this painted self-portrait is possibly not verifiably me, simply because it is a painting and not a computer graphic, generated by facial recognition technology. Which has more authority, a painted self-portrait or a computer generated image? In the age of fakeness, I think the painted self-portrait certainly has authority! As a painting, my self portrait is untethered from reliance on algorithms, signals and an energy source [battery, electrical]. It exists as an independent unit, unconnected and not networked. As a painting, I think it is defiant in the face of such technology!

Are we in danger of being defined and verified by surveillance photography and digital scanning? Given questions around using AI to detect emotions, I think this is a key question, among many. Check out this short article about this topic, by Kate Crawford, in Nature 

PORTRAITURE
As I painted ME I wondered what might happen to portraiture in the age of facial recognition. Will painting survive as a human activity? Will paintings by human beings be influenced by pervasive
 technologically synchronised and homogenised aesthetics? What might happen to artists who don't fall into the influence of aesthetic homogenisation?

My gambit, with ME, is visual parody.

DRONE
And, for regular readers, there is a drone! The airborne drone gives a clue that facial recognition is being used to monitor my behaviour, identify my person, document my whereabouts. But, there is another way to look at this! As a painting, in reality, you and I have the drone under surveillance, its signaling exposed, and its connection to insidious surveillance revealed. That this information cannot be tracked, hacked, modified or datafied - because it is a painting -  may be scurrilous...how delightful! 

I think this self-portrait says a lot, and more, about ME!  

* Is It Me? is another self-portrait you might like to see and read about.

Cheers,

Kathryn

Friday, September 25, 2020

IS IT ME? PORTRAITURE IN THE AGE OF FACIAL RECOGNITION

 
                                                      Is it me? oil on linen 51 x 76 cm 2020


I started this self-portrait - or is it? - earlier this year. Although I thought it was finished I have worked on it and have just finished it. 

As regular readers know, during the pandemic I have been responding to media coverage about the use of drones, and problems with creeping normalisation of drone use.* Uses have included monitoring population compliance with COVID19 restrictions, broadcasting instructions and spraying disinfectant. Other uses that have been mooted, but I am unsure if they have actually been carried out, are checking for temperatures and heart beats to assist determination of illness. Issues of facial recognition have escalated over the last few years, and the pandemic, with co-current protests around the world about various issues, has highlighted issues of privacy, AI accuracy, bias and security.

Deep Fake and GAN Technology
While Is it me? intersects with the various issues of facial recognition, drone use and contemporary surveillance, it also triggers questions about portraiture in the age of AI and machine learning. Facial recognition technology uses biometrics scoped from photographs or image data to map facial features. These features are tagged as reference indicators for identity recognition by AI systems. Deep fake technology and generative adversarial networks (GANs) produce images of people. The latter has been used to generate portraits - note I use the word generate, rather than create. A recent controversial example of GAN 'portraiture' is the auction of the Portrait of Edmund Belamy. Sold for $432,500, the image of Belamy, a fictitious person, was generated and printed after the GAN system had been fed a "data set of 15,000 portraits painted between the 14th and 20th centuries". Even thinking about portraiture across centuries being  called a "data set" is unnerving! 

Portrait Painting
With technology changing the ways we identify and portray people, what can portrait painting say?  Is it me? is my attempt to grapple with that question. For me, my two main characteristics are my very blue eyes and my bun at the back of my head. In Is it me? I have featured these two characteristics as dominant, as if they are standing up to the computer graphic biometric indicators that scan my face. With so many images in the media of these kinds of computer graphic markings scanning faces, my inclusion of them is a parody, but also a warning. Like our natural features, will these algorithmically determined indicators become part of our 'portrait', who we are? Historically, though, portrait painting has been far more than simple identity. Good portraits are ones that reveal a personality, a sense of spirit - whether it is joyous or not. Good portraiture can also tell a story about a person. This is often achieved by combined elements such as, whether their skin is rough or smooth, what they might be wearing, the background against which they are portrayed and expression. With abstract approaches to portraiture, recognition and story-telling are bound up in painterly gesture, placement of forms, use of colour. 

Biometric scanning, gait monitoring, and surveillance of online activity and physical movements detected through devices, can be combined to 'tell a story' too. But, the purpose of the story is often linked to tracking and targeting. The 'story' becomes data, accessible for further tracking, surveillance and targeting by civilian, corporate and government entities. In the case of military, terrorist, counter-terrorist or criminal activities, tracking and targeting take on life and death questions. The point here, is that stories imparted by more traditional notions of portraiture are more ambient, and normally less instrumentally invoked.
           
ERROR?
In Is it me? I have also included a civilian drone. Its sensors are obviously scanning my face. This is a direct response to concerns about creeping normalisation of drones used for monitoring/surveillance during the pandemic period. The red ERROR suggests this portrait, according to the facial recognition technology, is not me! A small question mark after ERROR seems to indicate that the ERROR message is wrong. The smallness of the question mark channels a sense of confusion, as if the surveillance system is not sure. The flat horizon of the landscape against which I am painted, is a reference to my story. It is the landscape of my childhood, the flat, naturally treeless, black soil Pirrinuan Plain, outside Dalby on the Darling Downs, Queensland, Australia. This landscape reference is not just about where I grew up, it is also about me being an artist. The vast landscape of my childhood, where distance was my challenging playground, is still the launching pad for my imaginational flights into the cosmos. It is the foundation for my thoughts about imaginational metaveillance  

There is a lot more to say, but I will leave that up to you to think about! 


                                    Me in 2018 on a visit back to my childhood landscape

* Other posts about creeping normalisation of drone use during the pandemic

Dronescape: A Creeping Normalisation 
Border Crossings 
Watercolours for our Strange Times                                   

NEWS

My submission to present Drones, Art and Risk Analysis at the 2020 World of Drones and Robotics Congress, in Brisbane, in November, has been accepted. I will be presenting with a short film of me talking, rather than in-person. 

Cheers,

Kathryn