Important Details
IJCRT - International Peer Reviewed, Open Access Journal, Multidisciplinary, Monthly, Nominal(Low) Fees for Professional Research Services International Journal of Creative Research Thoughts - IJCRT Peer Review Journal, Refereed Journal, Peer Reviewed Journal , Referred Journal and Indexed Journal, Open access, Online and Print Journal,international Journal Open Access, Accepted by Indian and foreign university ,IJCRT Followed Norms, guidelines, requirement, listing criteria and methodology of score/point also applied from: Scopus , Web of Science , UGC Approved , UGC CARE, UGC-CARE .
UGC Approved Journal No: 49023 (18)
UGC approval Link
https://ijcrt.org/ugc%20approval.jpg
All Policy and Approval
Please Like Our Facebook Page | CrossRef DOI and Hard copy of Certificate Provide if required. | www.IJCRT.org | editor@IJCRT.org | WhatsApp: 7990172303
Publication Details:
- Paper Submission : 28-Feb-2026. Call For Paper (Volume 14 | Issue 2 | Month- February 2026)
- Acceptance/Rejection Notification: Within 02-04 Days.
- Paper Publish: Within 02-04 Days after submitting all documents.
-
Submit Your Paper Any time There No deadline.
-
Publication fees : 1570 INR for Indian author & 59$ for foreign International author.
Please Like Our Facebook Page | CrossRef DOI and Hard copy of Certificate Provide if required.
Licence and Indexing
Indexing In Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar | AI-Powered Research Tool, Microsoft Academic, Academia.edu, arXiv.org, Research Gate, CiteSeerX, ResearcherID Thomson Reuters, Mendeley : reference manager, DocStoc, ISSUU, Scribd, and many more | High Impact Factor: 7.97 | Digital object identifier (DOI) and Hard Copy of certificate Provided.
Licence
DOI
ISSN Approved impact factor: 7.97 
Creative Common 
Valid as per new UGC Gazette regulations 
INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
International Peer Reviewed & Refereed Journals, Open Access Journal
IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.
ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 14 | Issue 2 | Month- February 2026
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)
Contact Us Click Here
WhatsApp Contact Click Here
Published Paper Details:
Paper Title
A Review on Object Detection Techniques: From Traditional Methods to Deep Learning Approaches
Authors
Sayyed Humaira Ali
Keywords
Object detection, computer vision, deep learning, CNN, YOLO, SSD, transformers, image processing.
Abstract
Object detection plays a crucial role in modern computer vision, enabling applications ranging from autonomous driving and surveillance to robotics and healthcare. Traditional methods relied on handcrafted features such as Haar, HOG, and SIFT combined with classical classifiers like SVM and Adaboost. However, the advent of deep learning revolutionized object detection through Convolutional Neural Networks (CNNs) and advanced models such as the R-CNN family, YOLO, SSD, and Transformers. This review compares traditional and deep learning-based methods, summarizing their advantages, limitations, and applications while highlighting current challenges and potential future research directions.
IJCRT's Publication Details
Unique Identification Number - IJCRT2510276
Paper ID - 294972
Page Number(s) - c314-c316
Pubished in - Volume 13 | Issue 10 | October 2025
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Sayyed Humaira Ali, "A Review on Object Detection Techniques: From Traditional Methods to Deep Learning Approaches", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 10, pp.c314-c316, October 2025, Available at :http://www.ijcrt.org/papers/IJCRT2510276.pdf
Article Preview
Indexing Partners
Call For Paper February 2026
Call For Papers
February 2026
Volume 14 | Issue 2
Last Date :
28-Feb-2026
Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
February 2026
Volume 14 | Issue 2
Last Date :
28-Feb-2026
Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
Published Issue Details
For Authors
Forms / Downloads
Other IMP Links
Indexing Partner
Research Area
LICENSE
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
DOI Details
CONFERENCE
CONFERENCE MANAGMENT & PUBLICATION CONFERENCE PROPOSAL
RECENT CONFERENCE
CONFERENCE PROPOSAL CONFERENCE PROCEEDINGS
CONFERENCE PROPOSAL CONFERENCE PROCEEDINGS
For Reviewer /Referral (RMS) Earn 500 per paper
Important Links
NEWS & Conference
Digital Library
IJCRT RMS | Earn 500 Per Paper.
Open Access
LICENSE
Indexing Partner
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
