no code implementations • 18 Apr 2024 • Yalda Foroutan, Daniel Rebain, Kwang Moo Yi, Andrea Tagliasacchi
3D Gaussian Splatting has recently been embraced as a versatile and effective method for scene reconstruction and novel view synthesis, owing to its high-quality results and compatibility with hardware rasterization.
no code implementations • 5 Jul 2023 • Yalda Foroutan, Alon Harell, Anderson de Andrade, Ivan V. Bajić
A basic premise in scalable human-machine coding is that the base layer is intended for automated machine analysis and is therefore more compressible than the same content would be for human viewing.
no code implementations • 26 May 2023 • Alon Harell, Yalda Foroutan, Nilesh Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayaulu, Omesh Tickoo, Anderson de Andrade, Ivan V. Bajic
To meet this growing demand, several methods have been developed for image and video coding for machines.
no code implementations • 17 May 2023 • Alon Harell, Yalda Foroutan, Ivan V. Bajic
We focus on the case of images, proposing to utilize the pre-existing residual coding capabilities of video codecs such as VVC to create a scalable codec from any image compression for machines (ICM) scheme.
1 code implementation • 4 May 2023 • Anderson de Andrade, Alon Harell, Yalda Foroutan, Ivan V. Bajić
We present methods for conditional and residual coding in the context of scalable coding for humans and machines.
no code implementations • 24 Dec 2020 • Yalda Foroutan, Ahmad Kalhor, Saeid Mohammadi Nejati, Samad Sheikhaei
This paper presents a user interface designed to enable computer cursor control through hand detection and gesture classification.