Cross-modality feature propagationDepth information has proven to be a useful cue in the semantic segmentation of RGB-D images for providing a geometric counterpart to the RGB representation. Most existing works simply assume that depth measurements are accurate and well-aligned with the RGB pixels ...
Bi-directional Cross-Modality Feature Propagation with Separation-and Aggregation Gate_eccv2020,程序员大本营,技术文章内容聚合第一站。
BMC Bioinformatics (2023) 24:323 https://doi.org/10.1186/s12859-023-05447-1 BMC Bioinformatics RESEARCH Open Access MCL‑DTI: using drug multimodal information and bi‑directional cross‑attention learning method for predicting drug–target interaction Ying Qian1, Xinyi Li1, Jian ...
where they proposed a hierarchal aggregation for the features based on GCN, where GCN used to extract relation between objects, and then integra- tion between the object features and global feature from the other modality to narrow the modality gap and facilitate the fusion of cross-modal features...
Investigations into the microstructure of the sample cross-section are carried out by the employing HAADF high-resolution TEM (HRTEM) modality, which directly reflects changes in the crystal structure. Figure 3(c) presents representative HAADF HRTEM images of the growth interface (for example, the...
Malfunction of a bi-directional resonant motor drive in an electro-optical reader is detected without new hardware by monitoring the frequency of a start-of-scan signal, and by determining whether the monitored frequency lies within a predetermined frequ
A novel WGAN-GP-based model is proposed in this study to fulfill bi-directional synthesis of medical images for the first time. GMM-based noise generated from the Glow model is newly incorporated into the WGAN-GP-based model to better reflect the charact
Cross Fusion RGB-T Tracking with Bi-directional Adapter Many state-of-the-art RGB-T trackers have achieved remarkable results through modality fusion. However, these trackers often either overlook temporal information or fail to fully utilize it, resulting in an ineffective balance between multi-...
The present application proposed a new PV-cell bussing modality, which balances strings of cells having of different solar-light-conversion efficiency, thereby achieving, in operation, substantially equal efficiency for both sides of the PV module. The proposed embodiments provide a more balanced energy...
A Bi-directional, Multi-modality Framework for Segmentation of Brain StructuresCareful delineation of normal-tissue organs-at-risk is essential for brain tumor radiotherapy. However, this process is time-consuming and subject to variability. In this work, we propose a multi-modality framework that ...