Ghost Removal via Channel Attention in Exposure FusionCVIU-2020KalantariNon-local Pyramid inter-attention for high dynamic range imagingSensors-2020KalantariAttention Attention-Mask Dense Merger (Attendense) Deep HDR for Ghost RemovalICASSP-2020KalantariAttention Mask ...
Spatial omics technologies can reveal the molecular intricacy of the brain. While mass spectrometry imaging (MSI) provides spatial localization of compounds, comprehensive biochemical profiling at a brain-wide scale in three dimensions by MSI with single
In this study, the depth-feature extraction module (DFE) is designed between backbone output section and upsampling sections. Feature-map output from the backbone is extracted-feature information of different depth through pooling operation with different scale in the pyramid pooling module41. Combining...
Fig. 1.Overview of high temperature thermoplastics as a function of performance (image reproduced from [56]). Although performance increases as we go up in the pyramid, the difficulty of processing and associated costs increases rapidly.
In this paper, we propose a new lightweight model called top-down pyramid fusion network (TdPFNet) including a multi-source feature extractor, a top-down pyramid fusion module and a decoder. It can deeply fuse features from different sources in a top-down structure using high-level semantic...
𝐹𝑚𝑢𝑙𝑡𝑖Fmulti is a deep feature and lacks boundary information in the low-level feature. If 𝐹𝑚𝑢𝑙𝑡𝑖Fmulti is subtracted from 𝐹𝑏𝑜𝑑𝑦Fbody to obtain 𝐹𝑒𝑑𝑔𝑒Fedge directly, 𝐹𝑒𝑑𝑔𝑒Fedge will also lack in boundary information, wh...
Another reason for regular screenings is to generalize data. Many health experts use health screenings as a tool to help determine things about you that you may not know. For example, when your cholesterol levels are high, your chances of having a heart attack go up. You can use results ...
et al.A pyramid approach to fusion of Landsat TM and SPOT PAN data to yield multispectral high-resolution images for environmental archaeology. Proceedings of SPIE . 1996B. Aiazzi, L. Alparone, S. Baronti, and R. Carla, "A pyramid approach to fusion of Landsat TM and SPOT-PAN data ...
F. Laporterie-Dejean, G. Flouzat, and E. Lopez-Ornelas, "Multitemporal and multiresolution fusion of wide field of view and high spatial resolution images through morphological pyramid," in SPIE Image and Signal Processing for Remote Sensing, vol. 5573, 2004, p. 52....
By connecting the feature graphs of the upsampling and downsampling paths, the low and high-level feature information is combined. This connection helps to retain richer image details and contextual information, avoiding the problem of information loss or disappearing gradients. Information fusion enables...