SIRA: Scale illumination rotation affine invariant mask R-CNN for pedestrian detection

U Gawande, K Hajari, Y Golhar - Applied Intelligence, 2022 - Springer
In this paper, we resolve the challenging obstacle of detecting pedestrians with the ubiquity
of irregularities in scale, rotation, and the illumination of the natural scene images natively …

A-DQRBRL: attention based deep Q reinforcement battle royale learning model for sports video classification

G Srilakshmi, IR Praveen Joe - The Imaging Science Journal, 2023 - Taylor & Francis
Analyzing video content and classification are the major challenges for computer vision
applications. Thus, the proposed research develops a new attention-based deep Q …

An automated method for identification of key frames in Bharatanatyam dance videos

H Bhuyan, PP Das, JK Dash, J Killi - IEEE Access, 2021 - ieeexplore.ieee.org
Identifying k ey frames is the first and necessary step before solving the variety of other B
haratanatyam problems. The paper aims to partition the momentarily stationary frames (key …

[HTML][HTML] Diverse distant-students deep emotion recognition and visualization

A Harb, A Gad, M Yaghi, M Alhalabi, H Zia… - Computers and …, 2023 - Elsevier
Distance learning through online platforms has recently emerged as a significant addition to
the educational system, providing support and enhancing traditional delivery modes in …

A comparison among keyframe extraction techniques for CNN classification based on video periocular images

C Toledo Ferraz, W Barcellos, O Pereira Junior… - Multimedia Tools and …, 2021 - Springer
Training and validation sets of labeled data are important components used in supervised
learning to build a classification model. During training, most learning algorithms use all …

Key object classification for action recognition in tennis using cognitive mask RCNN

S Kanimozhi, T Mala, A Kaviya, M Pavithra… - … Conference on Data …, 2022 - Springer
Previous research studies in sports content analysis have focused based on the
spatiotemporal instead of a content-based viewpoint. Currently the view for classification of …

Robust pedestrian detection using scale and illumination invariant Mask R-CNN

U Gawande, K Hajari, Y Golhar - International Journal of …, 2022 - inderscienceonline.com
In this paper, we address the challenging difficulty of detecting pedestrians with variation in
scale and the illumination of the images. Occurrences of pedestrians with such variations …

Implication of Iron Oxide Nanoparticles Synthesized using Fruit Peel Extract as Antioxidant Agent and Catalytic Degradation

H Rajput, A Kedia, D Shah - ECS Journal of Solid State Science …, 2023 - iopscience.iop.org
Herein, quasi-spherical iron oxide nanoparticles with characteristic catalytic and antioxidant
properties are synthesized using fruit peel extracts as an alternative, effective, affordable …

Particle swarm optimized deep spatio-temporal features for efficient video retrieval

A Banerjee, E Kumar, M Ravinder - International Journal of Information …, 2024 - Springer
In content-based video retrieval, the phases of video frame selection and 3-dimensional
feature extraction are especially crucial. These stages should be optimized based on …

AI-Based Detection of Aspiration for Video-Endoscopy with Visual Aids in Meaningful Frames to Interpret the Model Outcome

J Konradi, M Zajber, U Betz, P Drees, A Gerken… - Sensors, 2022 - mdpi.com
Disorders of swallowing often lead to pneumonia when material enters the airways
(aspiration). Flexible Endoscopic Evaluation of Swallowing (FEES) plays a key role in the …