For the convenience of description, we use Ft1l, Ft2l∈RCl×Wl×Hl to represent the features respectively for images t1 and t2 extracted by ACLA block at the l-th FEN stage. As HR images have low interclass variability and high intraclass variability, concatenating the raw image features ...
Background: Low-level (LLLT) and high-intensity laser therapy (HILT) can be beneficial additions to knee osteoarthritis (KOA) rehabilitation exercises; however, it is still being determined which electrophysical agent is more effective. Aim: To compare the effects of LLLT and HILT as adjuncts to...
particularly for small targets that are more prone to obscuration and misidentification. The high interclass similarity and low intraclass similarity further exacerbate difficulties in distinguishing objects with similar color and geographic location. To address this concern, we introduce a self-cascading mul...
However, with the continuously increasing resolution of remote sensing images, the collected image data increasingly tend to contain high interclass homogeneity and intraclass heterogeneity; this characteristic makes it difficult to recognize high-quality segments based on shallow features [12]. Currently, ...
All studies show a significant difference of the results obtained in the questionnaires for assessing the effectiveness of therapy. High-voltage electrostimulation (HVES) is a therapeutic current consisting of a monophasic double impulse (there are single- and two-phase impulses), the voltage of ...
We analyze the impact of the characteristics of remote sensing images on instance segmentation in existing research and divide the reasons into three different aspects: complex backgrounds, multi-scale targets, and interclass similarity with intraclass variability. High-resolution remote sensing images can...
Furthermore, with the addition of detailed information, the model has better resistance to the interclass similarity and intraclass diversity of objects. Impact of the DHead: To verify the effect of decoupling the two tasks of classification and localization, we conduct comparison experiments of ...