receptive field. Its effect may be to increase or decrease the frequency of firing of the cell. This is symbolized in the diagrams infig. 3.9by the ‘+’ or ‘–’ in the center of the receptive field. The region encircling the center, known as the “surround” provides an antagonistic...
receptive fields, functional common input is evidence for a correct 2I am using the notion of a receptive field loosely and with some intended ambiguity... S Geman - 《Journal of Physiology Paris》 被引量: 55发表: 2006年 Multi-scale keypoints in V1 and face detection End-stopped cells in...
Refined feature enhancement network for object detection Article Open access 09 November 2024 Keywords Real-time object detection Receptive Field Block (RFB) 1 Introduction In recent years, Region-based Convolutional Neural Networks (R-CNN) [8], along with its representative updated descendants, e....
Finally, an energy function and a data augmentation method were incorporated to fine-tune low-level features of medical images and improve data enhancement. The performance of our model is evaluated using both our local clinical dataset and a public dataset. Mean pixel accuracy (MPA) of 93.93% ...
Tiny Object Detection in Remote Sensing Images Based on Object Reconstruction and Multiple Receptive Field Adaptive Feature Enhancement (IEEE TGRS 2024) - dyl96/ORFENet
Initially, we constructed a Receptive Field Enhancement Module (RFEM) to improve the model's performance in handling blurred background images. Subsequently, considering the situation of dense multi-size ship images, we designed a Cross-Layer Fusion Feature Pyramid Network (...
Finally, based on the idea of dilated convolution, the receptive field enhancement module is designed to make the receptive field of the feature map larger. And the feature information is filtered to reduce the aliasing effect when the feature map is spliced. After the experimental result on ...
wherein the ophthalmic device is configured to either project light into the central field of view of the patient or deviate light into the central field of view from a direction which is outside the patient's central field of view, and wherein the projected or deviated light forms visual ...
Then, we propose the Extended Simplified Spatial Pyramid Pooling-Fast and Feature Enhancement Module(ESimSPP2FE), which is inspired by the attention mechanism and enhances the features of small objects. Finally, we propose a small target detection head specially used to detect small targets, which...
The receptive field of a retinal ganglion cell is classically defined as the region of the retina or, equivalently, the region of the visual field, where presentation of a stimulus changes the membrane potential of the neuron or (if measured from outside the neuron) the rate of action potenti...