An IoT System Using Deep Learning to Classify Camera Trap Images on the Edge حسب Zaulkernan, Imran

"…Second, due to manual coding, the results are often stale by the time they get to the ecologists. …"
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User-independent recognition of Arabic sign language for facilitating communication with the deaf community حسب Shanableh, Tamer

"…The prediction errors of consecutive segmented images are then accumulated into two images according to the directionality of the motion. …"
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Unsupervised Deep Learning for Classification Of Bats Calls Using Acoustic Data حسب Arshad, Muhammad Arbab

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Predicting Compression Modes and Split Decisions for HEVC Video Coding Using Machine Learning Techniques حسب Hassan, Mahitab Alaaeldin

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Data Embedding in Scrambled Video by Rotating Motion Vectors حسب Ahmed, Afaf Eltayeb Mohamedelbagir

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Motion-Based Gait Recognition for Recognizing People in Traditional Gulf Clothing حسب Towheed, Mohammad Asif

"…DCT and zonal coding is then applied to these matrices to form one concise feature vector that represents a walk. …"
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HEVC Video Encryption with High Capacity Message Embedding by Altering Picture Reference Indices and Motion Vectors حسب Shanableh, Tamer

"…As such, message bits are extracted and the video is correctly reconstructed to its unscrambled state. Coding units that result in misclassification are identified at the encoder and excluded from message embedding. …"
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InShaDe: Invariant Shape Descriptors for visual 2D and 3D cellular and nuclear shape analysis and classification حسب Khaled Al-Thelaya (17302711)

"…We demonstrate the capabilities of our framework in the context of visual analysis and unsupervised classification of 2D histology images and 3D nuclear envelopes extracted from serial section electron microscopy stacks.…"

HistoMSC: Density and topology analysis for AI-based visual annotation of histopathology whole slide images حسب Zahoor Ahmad (358103)

"…<p>We introduce an end-to-end framework for the automated visual annotation of histopathology whole slide images. Our method integrates deep learning models to achieve precise localization and classification of cell nuclei with spatial data aggregation to extend classes of sparsely distributed nuclei across the entire slide. …"

Why does the adverse effect of inappropriate MRI for LBP vary by geographic location? An exploratory analysis حسب Mujahed Shraim (14153145)

"…LBP cases with at least 1 day of work disability were identified by reviewing indemnity service records and medical bills using a comprehensive list of codes from the International Classification of Diseases, Ninth Edition (ICD-9) indicating LBP or nonspecific back pain, excluding medically complicated cases.…"

Oversampling techniques for imbalanced data in regression حسب Samir Brahim Belhaouari (9427347)

"…We adapt K-Nearest Neighbor Oversampling-Regression (KNNOR-Reg), originally for imbalanced classification, to address imbalanced regression in low population datasets, evolving to KNNOR-Deep Regression (KNNOR-DeepReg) for high-population datasets. …"

Data Embedding and Extraction in Scrambled Video using Machine Learning حسب Ahmed, Afaf Eltayeb Mohamedelbagir

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Face Recognition in Uncontrolled Indoor Environment حسب Abuqaaud, Kamal Adel

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