Browsing by Author "c5526237-57f7-4265-bb07-ff24b1939c32"
Now showing items 1-20 of 41
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AgroAId: A Mobile App System for Visual Classification of Plant Species and Diseases Using Deep Learning and TensorFlow Lite
Reda, Mariam; Suwwan, Rawan; Alkafri, Seba; Rashed, Yara; Shanableh, Tamer (MDPI, 2022)This paper aims to assist novice gardeners in identifying plant diseases to circumvent misdiagnosing their plants and to increase general horticultural knowledge for better plant growth. In this paper, we develop a mobile ... -
Altering Split Decisions of Coding Units for Message Embedding in HEVC
Shanableh, Tamer (Springer, 2017-05)This paper proposes a novel message embedding solution based on modifying the split decisions of HEVC videos. The encoder starts by computing a mapping between the split decisions of a Coding Unit (CU) and its features ... -
Android mobile app for real-time bilateral Arabic sign language translation using leap motion controller
Eqab, Abdulla; Shanableh, Tamer (IEEE, 2017)This paper introduces an android mobile App for real-time bilateral Arabic sign language translation. The system is designed to operate on isolated sign language words. The mobile App has four main components; sign language ... -
CNN and HEVC Video Coding Features for Static Video Summarization
Issa, Obada; Shanableh, Tamer (IEEE, 2022)This study proposes a novel solution for the detection of keyframes for static video summarization. We preprocessed the well-known video datasets by coding them using the HEVC video coding standard. During coding, 64 ... -
Continuous Arabic Sign Language Recognition in User Dependent Mode
Assaleh, Khaled; Shanableh, Tamer; Fanaswala, Mustafa; Amin, F.; Bajaj, H. (Scientific Research, 2010)Arabic Sign Language recognition is an emerging field of research. Previous attempts at automatic visionbased recognition of Arabic Sign Language mainly focused on finger spelling and recognizing isolated gestures. In this ... -
Data Embedding in HEVC Video by Modifying the Partitioning of Coding Units
Shanableh, Tamer (Institution of Engineering and Technology, 2019-07)This paper proposes a data embedding solution in HEVC videos by modifying the partitioning of Coding Units (CUs). The partitions of a CU are first represented as a sequence of binary flags. The flags pertaining to 16x16 ... -
Data Embedding in Scrambled Video by Rotating Motion Vectors
Ahmed, Afaf Eltayeb Mohamedelbagir; Shanableh, Tamer (Springer, 2022-03)Data embedding in videos has several important applications including Digital Rights Management, preserving confidentiality of content, authentication and tampering detection. This paper proposes a novel data embedding ... -
Data Hiding in MPEG Video Files Using Multivariate Regression and Flexible Macroblock Ordering
Shanableh, Tamer (IEEE, 2012)This paper proposes two data hiding approaches using compressed MPEG video. The first approach hides message bits by modulating the quantization scale of a constant bitrate video. A payload of one message bit per macroblock ... -
Decision-level fusion for single-view gait recognition with various carrying and clothing conditions
Al-Tayyan, Amer; Assaleh, Khaled; Shanableh, Tamer (Elsevier, 2017)Gait Recognition is one of the latest and attractive biometric techniques, due to its potential in identification of individuals at a distance, unobtrusively and even using low resolution images. In this paper we focus on ... -
Detecting Double and Triple Compression in HEVC Videos Using the Same Bit Rate
Youssef, Seba; Shanableh, Tamer (Springer, 2021)Digital video forensics refers to the process of analysing, examining, evaluating and comparing a video for use in legal matters. In digital video forensics, the main aim is to detect and identify video forgery to ensure ... -
Detection of frame deletion for digital video forensics
Shanableh, Tamer (Elsevier, 2013-12)The abundance of digital video forms a potential piece of evidence in courtrooms. Augmenting subjective assessment of digital video evidence by an automated objective assessment helps increase the accuracy of deciding ... -
Error resiliency transcoding and decoding solutions using distributed video coding techniques
Shanableh, Tamer; May, Tony; Ishtiaq, Faisal (Elsevier, 2008)This paper proposes a number of video transcoding techniques for the purpose of adding error resiliency. The proposed solutions make use of distributed video coding technologies which were originally reported in the ... -
Feature modeling using polynomial classifiers and stepwise regression
Shanableh, Tamer; Assaleh, Khaled (Elsevier, 2010)In polynomial networks, feature vectors are mapped to a higher dimensional space through a polynomial function. The expanded vectors are then passed to a single layer network to compute the model parameters. However, as ... -
FPGA-Based Network Traffic Classification Using Machine Learning
Elnawawy, Mohammed; Sagahyroon, Assim; Shanableh, Tamer (IEEE Xplore, 2020)Real-time classification of internet traffic is critical for the efficient management of networks. Classification approaches based on machine learning techniques have shown promising results with high levels of accuracy. ... -
Glove-Based Continuous Arabic Sign Language Recognition in User-Dependent Mode
Tubaiz, Noor Ali; Shanableh, Tamer; Assaleh, Khaled (IEEE, 2015)In this paper we propose a glove-based Arabic sign language recognition system using a novel technique for sequential data classification. We compile a sensor-based dataset of 40 sentences using an 80-word lexicon. In the ... -
H.264/AVC Motion Vector Concealment Solutions Using Online and Offline Polynomial Regression
Shanableh, Tamer; Assaleh, Khaled (Springer, 2015)This paper introduces two polynomial regression solutions for error concealment by predicting the values of motion vectors of lost macroblocks. The two solutions are online and offline polynomial regression modeling. In ... -
H.264/AVC to HEVC Video Transcoder Based on Dynamic Thresholding and Content Modeling
Peixoto, Eduardo; Shanableh, Tamer; Izquierdo, Ebroul (IEEE, 2014)The new video coding standard, HEVC, was developed to succeed the current standard, H.264/AVC, as the state of the art in video compression. However, there is a lot of legacy content encoded with H.264/AVC. This paper ... -
HEVC Video Encryption with High Capacity Message Embedding by Altering Picture Reference Indices and Motion Vectors
Shanableh, Tamer (IEEE, 2022)A high capacity message embedding in encrypted HEVC video is proposed in this paper. The challenges addressed in this paper include keeping the encrypted video compliant with standardized decoders, correctly decrypting the ... -
Hybrid DCT/Pixel Domain Architecture for Heterogeneous Video Transcoding
Shanableh, Tamer; Ghanbari, Mohammed (Elsevier, 2003)In this paper the pixel domain heterogeneous video transcoder proposed by the authors is implemented in the DCT domain. Consequently, the motion compensation and its inverse and the image down-sampling functions of the ... -
In-Between Projection Interpolation in Cone-Beam CT Imaging using Convolutional Neural Networks
Dweek, Samaa; Dhou, Salam; Shanableh, Tamer (Society of Photo-Optical Instrumentation Engineers (SPIE), 2022)Respiratory-Correlated cone beam computed tomography (4D-CBCT) is an emerging image-guided radiation therapy (IGRT) technique that is used to account for the uncertainties caused by respiratory-induced motion in the ...