UFCC: A Unified Forensic Approach to Locating Tampered Areas in Still Images and Detecting Deepfake Videos by Evaluating Content Consistency by Po-Chyi Su, Bo-Hong Huang, Tien-Ying Kuo

“…UFCC can identify tampered areas in images and detect Deepfake videos by examining content consistency, assuming that manipulations can create dissimilarity between tampered and intact portions of visual data. …”
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A Quadratic Morphological Deep Neural Network Fusing Radar and Optical Data for the Mapping of Burned Areas by Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot

“…Therefore, accurate and timely mapping of burned areas is of great importance and has a key role in disaster management. …”
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Uncertainty aware anomaly detection to predict errant beam pulses in the Oak Ridge Spallation Neutron Source accelerator by Willem Blokland, Kishansingh Rajput, Malachi Schram, Torri Jeske, Pradeep Ramuhalli, Charles Peters, Yigit Yucesan, Alexander Zhukov

“…As such, we describe the application of an uncertainty aware Machine Learning method using the Siamese neural network model to predict upcoming errant beam pulses using the data from a single monitoring device. …”
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