International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 107

Review Papers | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014


Human Detection with Non Linear Classification Using Linear SVM

Vaibhav Janbandhu


Abstract: Human detection is one of the major topics of vision research and has lots of application such as surveillance, robotics, pedestrian detection etc. Detecting human beings expeditiously is the major problem faced in many research works. Support vector machine is one of the techniques used for human detection and among them linear and non linear SVM are most popular. The performance of linear SVM decreases significantly for large set data. Non linear SVM are more promising but they are more computationally expensive. This paper presents the study of classifying the human posture like non linear SVM classification using number of linear SVM. The target space is divided into sub space by each linear SVM which result in non linear classification boundary of human posture. This paper is a review of pricewise linear support vector machine for detecting human being in various environment.


Keywords: Histogram of orientation HOG, Human detection, Non linear SVM, Piecewise linear support vector machine PLSVM, Support vector machine SVM


Edition: Volume 3 Issue 12, December 2014,


Pages: 1347 - 1354


How to Cite this Article?

Vaibhav Janbandhu, "Human Detection with Non Linear Classification Using Linear SVM", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SUB14625, Volume 3 Issue 12, December 2014, 1347 - 1354

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Support vector machine SVM'

Downloads: 66

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 12, December 2020

Pages: 1615 - 1620

Traffic Sign Detection via Graph Based Ranking and Segmentation Algorithm

Premsai Cheedella

Share this Article

Downloads: 106

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1520 - 1522

Survey of Various Techniques for Signature Recognition and Verification

Sharayu S. Sangekar, D. C. Dhanwani

Share this Article

Similar Articles with Keyword 'Histogram'

Downloads: 34

Research Paper, Computer Science & Engineering, Syria, Volume 10 Issue 3, March 2021

Pages: 524 - 528

Detection and Classification of Skin Cancer using Image Processing Techniques

Maha Shawish, Balsam Eid

Share this Article

Downloads: 107

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1019 - 1020

Survey on Cancer Detection using Content Based Image Retrieval Technique

Aparna W. Bondade, Priti Saktel

Share this Article

Similar Articles with Keyword 'orientation'

Downloads: 68

Research Paper, Computer Science & Engineering, Congo, Volume 10 Issue 3, March 2021

Pages: 61 - 70

Contribution of an Embedded and Biometric System in a Replicated Database for Access Control in a Multi-Entry Institution

Bopatriciat Boluma Mangata, Eugene Mbuyi Mukendi, Jean-Didier Batubenga

Share this Article

Downloads: 103

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015

Pages: 1974 - 1979

Implementation of Enhanced Feedback in Automated Latent Fingerprint Matcher

Lekshmi S P, Lizmol Stephen

Share this Article

Similar Articles with Keyword 'HOG'

Downloads: 1

Student Project, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1717 - 1724

Krashi Prabhandak (Agricultural Manager)

Prafful Mundra, A V Pavan Krishna, Swarnalatha P, Venkata Sumanth Kakollu

Share this Article

Downloads: 39

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1663 - 1668

PAPR Reduction in OFDM System using Clipping and Filtering based new Hybrid VLM Pre-Coded SLM

Muneeb Manzoor Bhat, Preeti Sondhi

Share this Article

Similar Articles with Keyword 'Human'

Downloads: 0

Student Project, Computer Science & Engineering, India, Volume 11 Issue 1, January 2022

Pages: 455 - 459

Real World IoT Applications in Daily Domain

Eega Vivek Reddy, J Bala Krishna, Huzaifa Saad

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1017 - 1020

Human Computer Interface for Physically Impaired

Aayush Bhansali, Shivani Vhatkar, Shamoil Arsiwala, Aditi Srivastava, M. K. Nivangune

Share this Article

Similar Articles with Keyword 'detection'

Downloads: 134

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2246 - 2249

Packet Analysis with Network Intrusion Detection System

Rashmi Hebbar, Mohan K

Share this Article

Downloads: 0

Student Project, Computer Science & Engineering, India, Volume 11 Issue 1, January 2022

Pages: 455 - 459

Real World IoT Applications in Daily Domain

Eega Vivek Reddy, J Bala Krishna, Huzaifa Saad

Share this Article

Similar Articles with Keyword 'Non'

Downloads: 0

Research Paper, Computer Science & Engineering, India, Volume 11 Issue 1, January 2022

Pages: 1229 - 1231

Big Data in Healthcare

Pratiksha Patil

Share this Article

Downloads: 1

Review Papers, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021

Pages: 1126 - 1129

Privacy Preserving Utility Verification of Data Published

Madhushree M

Share this Article

Similar Articles with Keyword 'linear'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 10, October 2021

Pages: 853 - 859

A Brief Survey and Examination of Various Searching Techniques

Cherukuri Nischay Sai

Share this Article

Downloads: 39

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1663 - 1668

PAPR Reduction in OFDM System using Clipping and Filtering based new Hybrid VLM Pre-Coded SLM

Muneeb Manzoor Bhat, Preeti Sondhi

Share this Article

Similar Articles with Keyword 'SVM'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1188 - 1193

Profit Contribution of Bank Customer from Different Business Liabilities

Vinod Desai, Shalini B Ullagaddi, Vittal A Odeyar

Share this Article

Downloads: 6

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 314 - 318

Parkinson Disease Detection Using Machine Learning Algorithms

Yatharth Nakul, Ankit Gupta, Hritik Sachdeva

Share this Article

Similar Articles with Keyword 'support'

Downloads: 151 | Weekly Hits: ⮙2 | Monthly Hits: ⮙3

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 530 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'vector'

Downloads: 151 | Weekly Hits: ⮙2 | Monthly Hits: ⮙3

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 530 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'machine'

Downloads: 151 | Weekly Hits: ⮙2 | Monthly Hits: ⮙3

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 530 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'Support'

Downloads: 151 | Weekly Hits: ⮙2 | Monthly Hits: ⮙3

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 530 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article
Top