Content based image retrieval on big image data using local and global features

SK Kanaparthi, USN Raju - International Journal of Information …, 2022 - Springer
In this paper, processing of huge number of images is achieved to retrieve a queried image
using MapReduce paradigm with different modes. These systems are useful in cases where …

Student Perception Study on Smart Campus: A Case Study on Higher Education Institution

MF Mustafa, MRM Isa, UFA Rauf… - Malaysian Journal of …, 2021 - adab.um.edu.my
With the current development of science and technology, big data technology, the Internet of
Things (IoT), cloud computing, and mobile Internet in Malaysia, it is time for smart campuses …

Content-based image retrieval using local texture features in distributed environment

USN Raju, K Suresh Kumar, P Haran… - … Journal of Wavelets …, 2020 - World Scientific
In this paper, we propose novel content-based image retrieval (CBIR) algorithms using
Local Octa Patterns (LOtP), Local Hexadeca Patterns (LHdP) and Direction Encoded Local …

Evaluation of real-time performance for BGSLibrary algorithms: a case study on traffic surveillance video

S Kul, S Eken, A Sayar - 2016 6th International Conference on …, 2016 - ieeexplore.ieee.org
Video surveillance systems have been used in various applications such as traffic
monitoring, detecting military threats and public safety. In this study, we evaluate real-time …

Distributed compression and decompression for big image data: JPEG and CCITT Group-3

H Barman, NR Kishor, SSK Kothuri, M Kukudala… - Multimedia Tools and …, 2024 - Springer
In today's era, digital data is being created and transmitted majorly in the form of images and
videos. Storing such a huge number of images and transmitting them requires a lot of …

[PDF][PDF] Towards Real-time Traffic Flow Estimation using YOLO and SORT from Surveillance Video Footage.

N Algiriyage, R Prasanna, K Stock, E Hudson-Doyle… - ISCRAM, 2021 - researchgate.net
Traffic emergencies and resulting delays cause a significant impact on the economy and
society. Traffic flow estimation is one of the early steps in urban planning and managing …

The implementation of traffic analytics using deep learning and big data technology with garuda smart city framework

SH Supangkat, F Hidayat, IA Dahlan… - 2019 IEEE 8th Global …, 2019 - ieeexplore.ieee.org
Nowadays the population in the city grow rapidly [1]. It may cause many problems and those
must be tackled with smart city solution because manual policy cannot handle that situation …

Big data implementation of smart rapid transit using CCTV surveillance

IA Dahlan, F Hamami, SH Supangkat… - … Conference on ICT for …, 2019 - ieeexplore.ieee.org
This paper presents the implementation on smart system for rapid transit using CCTV
surveillance. Researchers proposed deep learning algorithms to detect objects with …

An automatic compensation system for unclear area in 360-degree images using pan-tilt camera

M Tamaki, C Premachandra - 2019 International Symposium …, 2019 - ieeexplore.ieee.org
We conduct research using a 360-degree camera THETA. The ability to capture a wider
range with a single camera is very advantageous for object recognition and classification …

Improvement of Vehicle detection and classification performance with Region of Interest

TM Đức, NT Hương - ITEJ (Information Technology Engineering …, 2023 - syekhnurjati.ac.id
Abstract This Abstract-Paper presents an innovative approach to improve the performance of
vehicle detection and classification in the context of computer vision. This study proposes …