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ROI and Non-ROI Image Compression Using Optimal Zero Tree Wavelet and Enhanced Convolutional Neural Network for MRI Images
Medical imaging systems generate enormous amounts of information that place a heavy burden on storage and transmission. As a result, image data...
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Local many-to-many matching via ROI feature decomposition for multi-object tracking
For multi-object tracking (MOT), data association often involves the process of matching appearance features. Typically, feature embedding for data...
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Reinforcement Algorithm-Guided ROI Extraction of Fingerprint Biometric Data
Fingerprint recognition is a widely used biometric technique for personal identification. A crucial step in the fingerprint recognition process is...
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An optimal feature enriched region of interest (ROI) extraction for periocular biometric system
With the onset of COVID-19 pandemic, wearing of face mask became essential and the face occlusion created by the masks deteriorated the performance...
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Glaucoma Classification Using Enhanced Deep Transfer Learning Models with Hybrid ROI Cropped Optic Disc Technique
Glaucoma is a chronic, irrevocable eye ailment in which the optic nerve slowly deteriorates, impairing vision and quality of life. Specialists can...
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Auction Design for Bidders with Ex Post ROI Constraints
Motivated by practical constraints in online advertising, we investigate single-parameter auction design for bidders with constraints on their Return...
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Rate-accuracy optimized quantization algorithm based on ROI image coding in power line inspection
In the context of big data, transmission line inspection of the Grid has evolved from the era of human inspection to intelligent inspection. Large...
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Analysis of region of interest (RoI) of brain for detection of depression using EEG signal
Depression is a psychiatric disorder that has a negative impact on a person’s development, such as how they think, feel, and behave....
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A Clustering-Based Approach for the Extraction of ROI from Fingerprint Images
Fingerprint-based verification systems require a certain amount of pre-processing on the fingerprint images before they can be applied. The complete...
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A novel medical image encryption based on cellular automata with ROI position embedded
Medical images are critical to medical diagnosis and clinical treatment. However, the transmission of medical images over the Internet without any...
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Auto ROI & mask R-CNN model for QR code beautification (ARM-QR)
The development of the Internet has enabled the QR code to become the most frequently applied two-dimensional barcode in daily life and in commercial...
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Multiple feature-based contrast enhancement of ROI of backlit images
Backlit image is obtained when image is captured with intense reflection of light. It is a frequently observed condition of lighting that can cause...
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A Block-Wise SVD Approach for Simultaneous ROI Preservation, Background Blurring, and Image Compression
This research introduces a novel approach to object detection and image processing, emphasizing precision in object detection and region of interest...
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Classification of brain MR images based on bleed and calcification using ROI cropped U-Net segmentation and ensemble RNN classifier
The abnormalities present in human body need to be detected accurately and precisely for effective treatment by radiologist/doctors, that can be...
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A Deep Learning Framework with Pruning RoI Proposal for Dental Caries Detection in Panoramic X-ray Images
Dental caries is a prevalent noncommunicable disease that affects over half of the global population. It can significantly diminish individuals’...
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Protection of image ROI using chaos-based encryption and DCNN-based object detection
AbstractImages always contain sensitive information, e.g., a clear face on a photo, which needs to be protected. The simple way is to encrypt the...
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Visual search difficulty prediction with image ROI information
Target recognition difficulty quantification and prediction using the search time for the human visual system to target an object is a challenging...
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Secure video steganography using key frame and region selection technique
Data security during internet transmission is the main concern. Therefore, protecting the data has become the focus among the researchers. In this...
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Mammogram pectoral muscle removal and classification using histo-sigmoid based ROI clustering and SDNN
Mammograms are the images used by radiologists to diagnose breast cancer. Breast cancer is one of the most common cancers in women. The early...
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A Study on How to Generate Fire Data from Video/Image Using the F-guess and ROI Method
This paper presents the best method for generating fire data and improving the fire recognition rate. At the same time, shorten the labelling time by...