Optical flow and disparity maps are in the form of frames. As we discussed in Section 3, we use the input to the PWOC-3D as 32 × 32×10. These cubes are fed into the temporal and disparity stream ConvNets, with three 3D convolutions of size 3 × 3×3. Each of the ...
The loss function uses all available information: input images, segmentation masks and keypoints, with additional regularization –in the form of a smoothness prior and a volume consistency constraint – to prevent foldings. Download: Download high-res image (608KB) Download: Download full-size ...
In the above model, age-invariant deep features can be effectively obtained to improve AIFR performance. Chen et al. [28] proposed a group orthogonal convolutional neural network (GoCNN) model based on the idea of learning different groups of convolutional functions that are “orthogonal” to ...
As an important aspect of artificial intelligent (AI), deep learning has merged as a versatile tool in phenotypic analysis and breeding practice. However, in contrast to crops or several important fruit plants, much less applications of deep learning principles have been reported in timber trees. ...
(CNNs). Different from other CNN models, they put the signal enhancement layer into the CNN structure and a Laplacian filter is used in the signal enhancement layer. Bayar et al.31developed a new form of convolutional layer that is specially designed to suppress an image’s content and ...
kalvari i, argasinska j, quinones-olvera n, nawrocki ep, rivas e, eddy sr, bateman a, finn rd, petrov ai. rfam 13.0: shifting to a genome-centric resource for non-coding rna families. nucleic acids res. 2017; 46(d1):335–42. article google scholar alipanahi b, delong ...
Full size image Working of proposed CNN-LSTM A CNN model can only process a single bit of information, converting its input pixels towards a matrix form inside the network. To enable an LSTM to develop an essential nature and adjust weights utilizing (Backpropagation training algorithm) BPTT thr...
Full size image Furthermore, in order to be able to focus on the HAR issue (without previously detecting people) and reduce the number of pixels without useful information, all images have been cropped to the region of interest in which the action is happening, decreasing the weight of files...
Here’s the cure for what ails you, courtesy of “America’s Got Talent.” Take a deep breath, exhale slowly and witness one Darci Lynne Farmer, a 12-year-old singing ventriloquist from Oklahoma City, who on Tuesday night got the Golden Buzzer from “AGT” j...
Can ai help in screening viral and covid-19 pneumonia? IEEE Access, 8 (2020), pp. 132665-132676 CrossrefView in ScopusGoogle Scholar [25] O. Albahri, A. Zaidan, A. Albahri, B. Zaidan, K. H. Abdulkareem, Z. Al-Qaysi, A. Alamoodi, A. Aleesa, M. Chyad, R. Alesa, et al...