High resolution multi-scale raft (robust vision challenge 2022)
… proportions for fine-tuning MSRAFT, as its training is less time-consuming than MSRAFT+’s
training. … As training supervision we used the multi-scale multi-iteration loss of MS-RAFT. As …
training. … As training supervision we used the multi-scale multi-iteration loss of MS-RAFT. As …
MS-RAFT+: high resolution multi-scale RAFT
… To this end, we introduce MS-RAFT+: a novel recurrent multi-scale architecture based on
RAFT that … It employs a coarse-to-fine estimation to enable the use of finer resolutions by useful …
RAFT that … It employs a coarse-to-fine estimation to enable the use of finer resolutions by useful …
Multi-Scale RAFT: Combining hierarchical concepts for learning-based optical flow estimation
… However, one of the currently most successful approaches – RAFT – … that multi-scale
ideas are still valuable. More precisely, using RAFT as a baseline, we propose a novel multi-scale …
ideas are still valuable. More precisely, using RAFT as a baseline, we propose a novel multi-scale …
MS-RAFT-3D: A Multi-Scale Architecture for Recurrent Image-Based Scene Flow
… Although multi-scale concepts have recently proven useful for recurrent network … Hence,
based on a single-scale recurrent scene flow backbone, we develop a multi-scale approach that …
based on a single-scale recurrent scene flow backbone, we develop a multi-scale approach that …
Raft cultivation area extraction from high resolution remote sensing imagery by fusing multi-scale region-line primitive association features
M Wang, Q Cui, J Wang, D Ming, G Lv - ISPRS Journal of Photogrammetry …, 2017 - Elsevier
… We then propose a raft cultivation area (RCA) extraction method for high spatial resolution
(HSR) remote sensing imagery based on multi-scale feature fusion and spatial rule induction. …
(HSR) remote sensing imagery based on multi-scale feature fusion and spatial rule induction. …
I-raft: Optical flow estimation model based on multi-scale initialization strategy
S Liang, X Zhang, Y Hou - International Conference on Neural Information …, 2023 - Springer
… neural network is to extract high latitude features and does not bring in multi-scale features,
for this reason, we designed MSBlock to accomplish the fusion of multi-scale features. …
for this reason, we designed MSBlock to accomplish the fusion of multi-scale features. …
Multi-Scale Feature Convolutional Neural Network for Particle Image Velocimetry
S Gu, J Wang, G Li, X Deng - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
… We introduce a meticulously designed multi-scale feature correction block within our MSF-RAFT
framework, aimed at effectively managing and integrating multiple feature streams. As …
framework, aimed at effectively managing and integrating multiple feature streams. As …
[HTML][HTML] Automatic raft labeling for remote sensing images via dual-scale homogeneous convolutional neural network
… and small objects need a high-resolution network to be … multi-scale network more easily
visualize its decisions from different scale features. In summary, our DS-HCN has high precision …
visualize its decisions from different scale features. In summary, our DS-HCN has high precision …
[HTML][HTML] A multi-scale and multi-model gridded framework for forecasting crop production, risk analysis, and climate change impact studies
… (CRAFT) for gridded crop modeling and yield forecasting along with risk analysis and climate
impact studies. CRAFT is … CRAFT requires gridded input data to run the crop simulations on …
impact studies. CRAFT is … CRAFT requires gridded input data to run the crop simulations on …
Ccmr: High resolution optical flow estimation via coarse-to-fine context-guided motion reasoning
… highresolution multi-scale networks. In this paper, we hence propose CCMR: a high-resolution …
, 40]), our multiscale baselines MS-RAFT and MS-RAFT+ do not consider this additional …
, 40]), our multiscale baselines MS-RAFT and MS-RAFT+ do not consider this additional …
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