Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the observer's visual system https://t.co/uGFzBCaLMP User-friendly summary: https://t.co/yXBGbb80Tt
Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer's visual system.
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May 2019 – Sep 2025Where it's discussed
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X / Twitter102 posts
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News27 articles
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Bluesky1 posts
AI synopsis
What people are saying
The overall sentiment leans toward agreement and high interest, with posts explaining how deer with dichromatic vision are fooled by tiger orange coats, using terms like 'perfect camouflage' and 'camouflage system' to emphasize impact. The tone varies from informative to enthusiastic, reflecting a shared appreciation for the research’s relevance and novelty.
Many discussions acknowledge the significance of the study by referencing its findings on how prey animals like deer perceive tiger camouflage differently based on their dichromatic vision.
Posts demonstrate high enthusiasm, highlighting the practical applications and surprising insights, such as the camouflage advantages of orange and black in natural environments.
Several discussions dive into the technical aspects, mentioning deep learning techniques and the visual systems of animals, indicating thoughtful engagement.
The focus on the real-world implications for understanding animal behavior and designing better camouflage demonstrates the article's potential influence on ecology, biology, and even military applications.
Abstract in brief
- The research focuses on using deep learning and image processing to determine the best colours for animals or objects to either blend into their environment or stand out, considering the environment and observer's visual system, including human and nonhuman viewers.
- The study applies this method to natural settings like temperate forests and semi-arid deserts, showing that a limited set of samples can predict effective camouflage or visibility colours for different environments and visual systems.
- Results indicate that colour greatly influences detectability, especially for simulated colourblind animals, and that humans with normal vision are better at detecting camouflaged objects compared to those with dichromatic (colourblind) vision.]
Top posts
Most liked on X and BlueskyWhy tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.co/BQNZrBl2mu https://t.co/nqi74NOnvT
Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the observer's visual system https://t.co/uGFzBCaLMP User-friendly summary: https://t.co/BVqfsypmdf
動物のカモフラージュは、ヒトの目ではなく動物の目で考えなくてはいけない #スマトラトラ #ズーラシア #Tiger #zoorasia Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer’s visual system https://t.co/GilhcGr6Y6 https://t.co/rEIk9XucVG
Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the observer's visual system https://t.co/uGFzBCbjCn User-friendly summary: https://t.co/yXBGbb8yJ1 https://t.co/29AqLv3lLI
Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus presas, que tienen visión dicromática. https://t.co/rIn6c4Qmez https://t.co/GqcmrU3Pzg
All mentions
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RT @angryhacademic: Fun fact: the tigers beautiful orange coat might seem like terrible camouflage but its favourite prey (e.g. deer) are r…
Quem quiser o artigo: https://t.co/iMtnCJ5SMy
Fun fact: the tigers beautiful orange coat might seem like terrible camouflage but its favourite prey (e.g. deer) are red-green colour blind making the striking orange and black blend into the surroundings rather well https://t.co/P4tNcuw1f6 Easy read: https://t.co/SViUVZzylN https://t.co/laz7t3zxsg
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the observer's visual system https://t.co/uGFzBCbjCn User-friendly summary: https://t.co/yXBGbb8yJ1 https://t.co/29AqLv3lLI
Aún así, ¿No habría sido más sencillo que su color de piel fuera verde? Para nada. El responsable del color de su piel (y de la nuestra) es la melanina, que no puede ser verde y sí naranja, negra, ...
That’s because their primary prey, sambar deer, cannot readily tell apart red & green hues. Their colour blindness means tigers are extremely difficult to spot against green vegetation! 2/2 Research paper: https://t.co/FgKwvdXnt6 https://t.co/HXF9TKxjmO
@ElfaDosInsetos @borbo_effect Acho muito interessante que esses padrões de camuflagem/mimetismo que não fazem muito sentido para nós - mas que ainda sim são funcionais -, possivelmente, dizem muito a respeito da visão do predador (no caso da mariposa). Imagens: https://t.co/JgAuB3G3CC https://t.co/gIOdz2vPow
RT @bitacorabeagle: Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus pr…
RT @bitacorabeagle: Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus pr…
RT @bitacorabeagle: Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus pr…
RT @bitacorabeagle: Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus pr…
RT @bitacorabeagle: Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus pr…
RT @bitacorabeagle: Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus pr…
RT @bitacorabeagle: Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus pr…
RT @bitacorabeagle: Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus pr…
RT @bitacorabeagle: Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus pr…
RT @bitacorabeagle: Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus pr…
Los tigres son naranjas para nosotros, que tenemos visión tricromática, pero están perfectamente camuflados para sus presas, que tienen visión dicromática. https://t.co/rIn6c4Qmez https://t.co/GqcmrU3Pzg
A foto foi tirada do estudo que fala sobre isso inclusive https://t.co/S5x2cJRQ46
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the observer's visual system https://t.co/uGFzBCaLMP User-friendly summary: https://t.co/yXBGbb80Tt
Pourquoi les tigres ont-ils un pelage orange fluo ? Pour se fondre dans le vert des plantes et des arbustes, évidemment. https://t.co/gEdmDsFiAC
@gptbrooke Further reading: https://t.co/HGNkjozpgt Follow us for more shitposts and (now) science facts
Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer’s visual system | Journal of The Royal Society Interface https://t.co/LZJuKZmH8d
Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer’s visual system | Journal of The Royal Society Interface https://t.co/OlLZYSFF0m
RT @RussellSturmey: Why are tigers orange? Aren't they conspicuous to their prey? They're conspicuous to us with our trichromatic vision, b…
RT @RussellSturmey: Why are tigers orange? Aren't they conspicuous to their prey? They're conspicuous to us with our trichromatic vision, b…
Why are tigers orange? Aren't they conspicuous to their prey? They're conspicuous to us with our trichromatic vision, but most of their prey (deer) has dichromatic vision and can't differentiate between orange and green. @riskindan https://t.co/gqxg9mVux0 https://t.co/3aM66ci41j
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
RT @SteveStuWill: Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the obser…
Source: Optimizing colour for camouflage and visibility using deep learning: The effects of the environment and the observer's visual system https://t.co/uGFzBCaLMP User-friendly summary: https://t.co/BVqfsypmdf
RT @tilbots: Tiger's orange-black skin color works very well as a camouflage in bushes or grass, because their preys are dichromats (red-gr…
Tiger's orange-black skin color works very well as a camouflage in bushes or grass, because their preys are dichromats (red-green blind), like most mammals. https://t.co/6eQnoiXGJd
@DarceVeto @KaitiacTTV @bobsrods @DBearIt1 I was not! Wearing an Orange Taloon transforms you into a fierce Predator! @AmishZed https://t.co/R6kCYRFato
@CorrieJN @Hawaiianimages Yes https://t.co/KvIz2yyG75
El color anaranjado de los tigres no es una casualidad.
https://t.co/J03yD6SWLn
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @zooman_koichi: 動物のカモフラージュは、ヒトの目ではなく動物の目で考えなくてはいけない #スマトラトラ #ズーラシア #Tiger #zoorasia Optimizing colour for camouflage and visibility usin…
RT @zooman_koichi: 動物のカモフラージュは、ヒトの目ではなく動物の目で考えなくてはいけない #スマトラトラ #ズーラシア #Tiger #zoorasia Optimizing colour for camouflage and visibility usin…
動物のカモフラージュは、ヒトの目ではなく動物の目で考えなくてはいけない #スマトラトラ #ズーラシア #Tiger #zoorasia Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer’s visual system https://t.co/GilhcGr6Y6 https://t.co/rEIk9XucVG
RT @Heleophryne: /*Tigers are green...to some... Though it might not look so to us - they're perfectly camouflaged to their prey*/ https://…
RT @trifa3: 心理物理実験や深層学習から環境によってどの色が隠蔽的or目立つかを検証した研究。一部の捕食者はなぜ目立つ色?→シカ(2色型色覚)はトラが緑色に見える(実は隠蔽的)。隠蔽色をやぶるには3色型色覚が有効。なぜ餌生物が3色型色覚を進化させていないのかは不明 h…
心理物理実験や深層学習から環境によってどの色が隠蔽的or目立つかを検証した研究。一部の捕食者はなぜ目立つ色?→シカ(2色型色覚)はトラが緑色に見える(実は隠蔽的)。隠蔽色をやぶるには3色型色覚が有効。なぜ餌生物が3色型色覚を進化させていないのかは不明 https://t.co/I5Nj9ZzmsS
Researchers at Bristol’s Camo Lab report that the dichromatic vision of deer does not allow them to distinguish between orange and green. Hence, for deer, a tiger’s striking orange coat would appear well camouflaged against foliage. https://t.co/fxIVx9dEQO
RT @Camb_BEgroup: Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer's vi…
Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer's visual system | Journal of The Royal Society Interface https://t.co/cpL4jvbeeW #camouflage #colour #vision #environment
RT @Heleophryne: /*Tigers are green...to some... Though it might not look so to us - they're perfectly camouflaged to their prey*/ https://…
RT @Heleophryne: /*Tigers are green...to some... Though it might not look so to us - they're perfectly camouflaged to their prey*/ https://…
Using image processing techniques, #Interface authors Fennell et al. proposed a method to identify the optimal colour that either minimizes or maximizes visibility https://t.co/9fgsCT8EQD #computationalbiology https://t.co/6zoz4hZzYk
/*Tigers are green...to some... Though it might not look so to us - they're perfectly camouflaged to their prey*/ https://t.co/pGfxzc1WNe https://t.co/UCANOvryN1
Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer's visual system | Journal of The Royal Society Interface https://t.co/oGSvZcohKl HT @TomHoltzPaleo
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @ApuntesCiencia: El artículo es https://t.co/m1vsmg52vv
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
RT @miguelSciLight: Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.c…
Why tigers camouflage looks less impressive to trichromat humans than actually is for their dichromat prays https://t.co/BQNZrBl2mu https://t.co/nqi74NOnvT
El artículo es https://t.co/m1vsmg52vv
Full OPEN ACCESS study: https://t.co/Yoqt0HEchJ @dferbel it would be a great paper for your Journal Club, if you decide to discuss it I'd like to join :)
RT @zooman_koichi: 動物の視覚と環境との関係から毛色によるカモフラージュ効果を分析した論文。 当たり前のことだけど、ヒトの目でいろいろと空想するのは可笑しいかも (^^; https://t.co/ZFeuEHlNZA
RT @zooman_koichi: 動物の視覚と環境との関係から毛色によるカモフラージュ効果を分析した論文。 当たり前のことだけど、ヒトの目でいろいろと空想するのは可笑しいかも (^^; https://t.co/ZFeuEHlNZA
RT @TomHoltzPaleo: Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer's v…
RT @zooman_koichi: 動物の視覚と環境との関係から毛色によるカモフラージュ効果を分析した論文。 当たり前のことだけど、ヒトの目でいろいろと空想するのは可笑しいかも (^^; https://t.co/ZFeuEHlNZA
RT @zooman_koichi: 動物の視覚と環境との関係から毛色によるカモフラージュ効果を分析した論文。 当たり前のことだけど、ヒトの目でいろいろと空想するのは可笑しいかも (^^; https://t.co/ZFeuEHlNZA
RT @zooman_koichi: 動物の視覚と環境との関係から毛色によるカモフラージュ効果を分析した論文。 当たり前のことだけど、ヒトの目でいろいろと空想するのは可笑しいかも (^^; https://t.co/ZFeuEHlNZA
RT @zooman_koichi: 動物の視覚と環境との関係から毛色によるカモフラージュ効果を分析した論文。 当たり前のことだけど、ヒトの目でいろいろと空想するのは可笑しいかも (^^; https://t.co/ZFeuEHlNZA
動物の視覚と環境との関係から毛色によるカモフラージュ効果を分析した論文。 当たり前のことだけど、ヒトの目でいろいろと空想するのは可笑しいかも (^^; https://t.co/ZFeuEHlNZA
RT @TomHoltzPaleo: Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer's v…
Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer's visual system | Journal of The Royal Society Interface https://t.co/XiSoUSAfWq
観察者が二色型色覚だと温帯の森林でも準乾燥地の砂漠でも標的を見つけるまでにかかる時間への色の影響が強いが、観察者が三色型色覚だと迷彩を破って標的を見つける成績が高いOptimizing colour for camouflage and visibility using deep learning https://t.co/yu6rKfphr0 https://t.co/DyRBFf2F4J
ある種の環境での視認性を最小 or 最大にする最適な色を見つける方法。ヒト以外の哺乳類で典型的な赤-緑色盲二色型色覚にとっての最適色を見つけることも可能。Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and …https://t.co/yu6rKfphr0
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