23 citations · 52 across the 5 of their papers we have counts for
5 papers
Harmformer: Harmonic Networks Meet Transformers for Continuous Roto-Translation Equivariance
Tomáš Karella, Adam Harmanec, Jan Kotera +2
CNNs exhibit inherent equivariance to image translation, leading to efficient parameter and data usage, faster learning, and improved robustness. The concept of translation equivar…
ECSIC: Epipolar Cross Attention for Stereo Image Compression
Matthias Wödlinger, Jan Kotera, Manuel Keglevic +2
In this paper, we present ECSIC, a novel learned method for stereo image compression. Our proposed method compresses the left and right images in a joint manner by exploiting the m…
Sub-frame Appearance and 6D Pose Estimation of Fast Moving Objects
Denys Rozumnyi, Jan Kotera, Filip Sroubek +1
We propose a novel method that tracks fast moving objects, mainly non-uniform spherical, in full 6 degrees of freedom, estimating simultaneously their 3D motion trajectory, 3D pose…
Non-Causal Tracking by Deblatting
Denys Rozumnyi, Jan Kotera, Filip Šroubek +1
Tracking by Deblatting stands for solving an inverse problem of deblurring and image matting for tracking motion-blurred objects. We propose non-causal Tracking by Deblatting which…
Intra-frame Object Tracking by Deblatting
Jan Kotera, Denys Rozumnyi, Filip Šroubek +1
Objects moving at high speed along complex trajectories often appear in videos, especially videos of sports. Such objects elapse non-negligible distance during exposure time of a s…