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Human activity recognition using tools of convolutional neural networks: A state of the art review, data sets, challenges, and future prospects
Abstract Human Activity Recognition (HAR) plays a significant role in the everyday life of
people because of its ability to learn extensive high-level information about human activity …
people because of its ability to learn extensive high-level information about human activity …
Deep gait recognition: A survey
Gait recognition is an appealing biometric modality which aims to identify individuals based
on the way they walk. Deep learning has reshaped the research landscape in this area …
on the way they walk. Deep learning has reshaped the research landscape in this area …
Cloth-changing person re-identification from a single image with gait prediction and regularization
Cloth-Changing person re-identification (CC-ReID) aims at matching the same person
across different locations over a long-duration, eg, over days, and therefore inevitably has …
across different locations over a long-duration, eg, over days, and therefore inevitably has …
Dcr-reid: Deep component reconstruction for cloth-changing person re-identification
Person re-identification (Re-ID) plays an important role in many areas such as robotics,
multimedia and forensics. However, it becomes difficult when considering long-term …
multimedia and forensics. However, it becomes difficult when considering long-term …
A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets, and Challenges
Gait recognition aims to identify a person at a distance, serving as a promising solution for
long-distance and less-cooperation pedestrian recognition. Recently, significant advances …
long-distance and less-cooperation pedestrian recognition. Recently, significant advances …
Human gait recognition: A systematic review
A biometric system is a technology that utilizes an individual's unique physiological and
behavioral characteristics to identify and authenticate them. It falls under the category of …
behavioral characteristics to identify and authenticate them. It falls under the category of …
[HTML][HTML] VGG16-MLP: gait recognition with fine-tuned VGG-16 and multilayer perceptron
Gait is a pattern of a person's walking. The body movements of a person while walking
makes the gait unique. Regardless of the uniqueness, the gait recognition process suffers …
makes the gait unique. Regardless of the uniqueness, the gait recognition process suffers …
Panoptic segmentation: A review
Image segmentation for video analysis plays an essential role in different research fields
such as smart city, healthcare, computer vision and geoscience, and remote sensing …
such as smart city, healthcare, computer vision and geoscience, and remote sensing …
[HTML][HTML] Human gait recognition: A single stream optimal deep learning features fusion
Human Gait Recognition (HGR) is a biometric technique that has been utilized for security
purposes for the last decade. The performance of gait recognition can be influenced by …
purposes for the last decade. The performance of gait recognition can be influenced by …
Analysis and best parameters selection for person recognition based on gait model using CNN algorithm and image augmentation
Abstract Person Recognition based on Gait Model (PRGM) and motion features is are
indeed a challenging and novel task due to their usages and to the critical issues of human …
indeed a challenging and novel task due to their usages and to the critical issues of human …