Fusion methodOA [%]Used input dataInput data requirementsComplexityComputational cost Joint (stacked) classification 73.6 Landsat 8 Multi-temporal data of the same sensor Medium Medium 76.09 Sentinel 1 Wavelet-decomposition merging 78.03 ASAR IMP, ASAR WSM Multi-scale data in pyramidal structure Medium...
Image dehazing methods via enhancement, restoration and fusion are surveyed. • The datasets of image dehazing and widely used metrics are summarized and discussed. • Experiments of 19 methods over 8 metrics are conducted to evaluate the performance. • Discussion of opening problems and future...
In the prime of summer’s splendor, from June 14 to 23, the 26th Shanghai International Film Festival (SIFF) unfolded grandly. Once again, the city of film embraced the art of light and shadow, catalyzing myriad fantastic encounters. Over ten days, films and cityscape intertwined, defining ...
The generation and fusion of multi-sensor virtual data including LiADR data is also an important challenge. Nevertheless, some work has been done to perform validation tests based on real vehicles on restricted real roads. Overall, V2R has made an indispensable contribution to the move towards ...
Full size image 2Background concepts 2.1Medical imaging Deep learning in medical imaging [1] is the contemporary scope of AI which has the top breakthroughs in numerous scientific domains including computer vision [2], Natural Language Processing (NLP) [3] and chemical structure analysis, where de...
This paper presents an overview of the first HEad and neCK TumOR (HECKTOR) challenge, organized as a satellite event of the 23rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020. The task of the challenge is the automatic segmentation of head and...
Gallbladder cancer (GBC) is rare, but is the most malignant type of biliary tract tumor. Unfortunately, only a small population of cancer patients is acceptable for the surgical resection, the current effective regimen; thus, the high mortality rate has
Preparing for the Oracle Spatial Essentials Exam Session Overview OVERVIEW • The Oracle "Spatial Essentials Certification" measures skills in a number of technical areas • Organizations interested in obtaining Oracle PartnerNetwork "Oracle Spatial 11g Specialized" status must have at l...
Deep learning-based image fusion gained attention recently as a result of the widespread use of multi-modal medical imagery. Ian Goodfellow's Generative Adversarial Network (GAN) is an unsupervised learning neural network design used for a variety of machine learning applications [178]. It consists...
up to eight to nineglycosylationsites could be annihilated in gp120 upon prolonged exposure of HIV-1 to HHA, GNA or UDA (Balzarini et al., 2004b, 2005a,b). This phenomenon was later also confirmed for CV-N (Witvrouw et al., 2005) and 2G12 (Pashov et al., 2005; Nakowitsch et ...