Vít Růžička

Big thanks to @compscioxford.bsky.social and @ox.ac.uk for highlighting my work! For anyone looking for more details about the research behind the TED AI talk, our paper just got published at: doi.org/10.1109/JSTA...

22.04.2025 17:41 — 👍 1    🔁 0    💬 0    📌 0

A dark blue graphic with a bright blue box on it with text reading '‘Each pixel captured by these sensors carries the full imaging spectroscopy information (mixing all signals present in that area) and could allow decomposition of these signals into individual chemical components. This is highly useful in a variety of tasks - from the detection of methane leaks, tasks such as tree health analysis, to world-wide detection of surface minerals.’ DPhil student Vít Růžička'. To the left of the text there is a circular picture of DPhil student Vít Růžička wearing a green top and black trousers, standing on a red circle on a stage. Beneath this, there are bright blue lines with dots attached that looks like a circuit board. At the bottom of the graphic there is white text reading '@compscioxford #CompSciOxford'.

DPhil student Vít Růžička presented his research on methane detection using machine learning onboard satellites at TEDAI in Vienna in 2024, Europe’s first TED conference on AI. The video of his talk is now available: www.ted.com/talks/vit_ru... @previtus.bsky.social

03.03.2025 12:59 — 👍 1    🔁 1    💬 0    📌 0

HyperspectralViTs: General Hyperspectral Models for On-board Remote Sensing On-board processing of hyperspectral data with machine learning models would enable unprecedented amount of autonomy for a wide range of tasks, for example methane detection or mineral identification....

If you'd like to know more details about the research, there's a public pre-print of my last paper available at: arxiv.org/abs/2410.17248

(And soon the complete work will also be available in my PhD thesis)

28.02.2025 16:05 — 👍 0    🔁 0    💬 0    📌 0

How AI helps us track methane — from space Computer scientist Vít Růžička details how his team is using AI aboard a satellite to detect methane — a potent yet often underestimated greenhouse gas. With AI technology, methane detection might bec...

I am very happy to share with you all, that the video of the TED AI talk I gave last year about detection of methane leaks from space is live at: www.ted.com/talks/vit_ru...

28.02.2025 16:05 — 👍 1    🔁 0    💬 1    📌 0

A photograph of a man in a green top standing on a red circle on a dark stage. Behind the man there is a series of large screens displaying an image of himself of stage and graphics. At the back right hand side of the stage there is a red light TED sign.

DPhil student Vít Růžička presented a TED Talk at Europe's first TED conference on AI, in TEDAI Vienna, speaking about his research on methane detection using Machine Learning models on-board of hyperspectral satellites.

Read more here: www.cs.ox.ac.uk/news/2378-fu...

#CompSciOxford

21.10.2024 10:55 — 👍 3    🔁 2    💬 0    📌 0