[PDF][PDF] Deep Learning-Based Object Recognition in Video Sequences

A Ashwith, A Sethuram, A Nasreen, G Shobha… - Int. J. Com. Dig …, 2022 - academia.edu
This paper proposes to detect, recognize, and track a specific object in video sequences
using Convolutional Neural Networks (CNNs). The CNNs used are the TensorFlow SSD …

Deep learning based object recognition in video sequences

DA Nasreen, A Sethuram, S Iyengar - International Journal Of …, 2021 - journal.uob.edu.bh
Object recognition and tracking in videos is a field of research with extremely high potential
and utility. Application of Machine Learning in this field is relatively recent with many …

Classification of Videos based on Object Detection in Video Files

S Srinath, N Baydeti - 2022 - researchsquare.com
The primary objective of this work is to classify the videos, which comprises the extraction of
video frames and generation of features vector and identification of action sequence in the …

Classification of Videos based on Object Detection in Video Files

S Srin, N Baydeti - 2022 - europepmc.org
The primary objective of this work is to classify the videos, which comprises the extraction of
video frames and generation of features vector and identification of action sequence in the …

Real-time deep learning-based object recognition

V Vijayalakshmi, R Gaur, R Singh - AIP Conference Proceedings, 2024 - pubs.aip.org
Scene interpretation, video surveillance, robots, and autonomous driving systems are just a
few examples of the many areas where computer vision has been put to use in the last …

[PDF][PDF] Object Detection in Video Frames using Deep Learning

K Kumar, CLP Gupta - International Journal of Computer …, 2022 - researchgate.net
The object detection based on deep learning is an important application like scene
understanding, video surveillance, robotics, self-driving systems etc. in deep learning …

[图书][B] Object recognition in videos utilizing hierarchical and temporal objectness with deep neural networks

L Peng - 2017 - search.proquest.com
As the growth of mobile devices and social networks has been faster than ever, online
image and video content have become truly ubiquitous today. Understanding of these …

To detect and recognize object from videos for computer vision by parallel approach using deep learning

G Nalinipriya, B Baluswarny, R Patan… - … on Advances in …, 2018 - ieeexplore.ieee.org
Computer vision is the multidisciplinary domain extracts and analyses digital images in an
automated manner. The application of computer vision is widespread and it ranges from …

[PDF][PDF] Real-time object detection using TensorFlow

P Jawale, HP Chaudhary, N Rajput - International Research Journal …, 2020 - academia.edu
In recent years, deep learning has been used in image classification, object tracking, action
recognition and scene labeling. Traditionally, Image Processing techniques were used to …

[PDF][PDF] Object detection and data classification with deep learning model using tensorflow

SC Dharmadhikari, BG Rao, RR Chhajed - J Crit Rev, 2020 - academia.edu
Deep learning is the sub set of machine learning in artificial intelligence. The major role is
played in deep learning is analysis the inner function of the object and make effective …