Noisy models of the ventral stream reveal the impact of recurrence and learned representations on information processing timescales. [PDF]
PLoS Comput BiolVaretti S, Goldt S, Piasini E.
europepmc +1 more source
CMS-Attack: A Structured Cross-Modal Search Attack for Robustness Evaluation of LiDAR-Camera Fusion Detectors. [PDF]
Sensors (Basel)Wang M, Cao Y, Yang S, Jin L, Xie X.
europepmc +1 more source
Efficient attention vision transformers for monocular depth estimation on resource-limited hardware. [PDF]
Sci RepSchiavella C +4 more
europepmc +1 more source
A Unified Evaluation Protocol and Late-Fusion System for Monocular Per-Object Distance Estimation in Indoor Scenes. [PDF]
Sensors (Basel)Ali A, Jun Y.
europepmc +1 more source
PAC-P2T: pyramid atrous convolution with pyramid pooling Transformer for polyp segmentation. [PDF]
Quant Imaging Med SurgHu K +7 more
europepmc +1 more source
Depth Patch Selection for Decoder-Side Depth Estimation in MPEG Immersive Video
2022 Picture Coding Symposium (PCS), 2022 The MPEG immersive video (MIV) standard has been developed to efficiently compress volumetric video content and enable an immersive user experience. MIV deals with an enormous amount of data that comes in the form of multi-view plus depth videos, which is efficiently reduced in the process of pruning, by tackling the redundancies among the views.
Marco Cagnazzo
exaly +5 more sources
The Study of the Video Encoder Efficiency in Decoder-side Depth Estimation Applications
CSRN, 2022 The paper presents a study of a lossy compression impact on depth estimation and virtual view quality. Two scenarios were considered: the approach based on ISO/IEC 23090-12 coder-agnostic MPEG Immersive video standard, and the more general approach based on simulcast video coding. The commonly used compression techniques were tested: VVC (MPEG-I Part 3
Grzelka, Adam +3 more
openaire +2 more sources
Related searches:
Patch Decoder-Side Depth Estimation In Mpeg Immersive Video
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021This paper presents a new approach for achieving bitrate and pixel rate reduction in the MPEG immersive video coding setting. We demonstrate that it is possible to avoid the transmission of some depth information in the Test Model for Immersive Video (TMIV) by estimating it at the receiver's side.
Marco Cagnazzo, Joel Jung
exaly +4 more sources
On the future of decoder-side depth estimation in MPEG immersive video coding
2023 Data Compression Conference (DCC), 2023Adrian Dziembowski +2 more
exaly +3 more sources
A New Approach to Decoder-Side Depth Estimation in Immersive Video Transmission
IEEE Transactions on Broadcasting, 2023Adrian Dziembowski +2 more
exaly +2 more sources