Supervised approach for object identification using speeded up robust features

P Agrawal, T Sharma… - International Journal of …, 2020 - inderscienceonline.com
This paper proposes a vision based novel approach for real-time object counting. The
proposed approach uses the textural information for object counting. Speeded up robust …

Object identification for inventory management using convolutional neural network

NK Verma, T Sharma, SD Rajurkar… - 2016 IEEE Applied …, 2016 - ieeexplore.ieee.org
In this paper, a real time inventory monitoring system using Convolutional Neural Network
(CNN) has been proposed. The objective is to develop a reliable and efficient method for …

Object matching using speeded up robust features

NK Verma, A Goyal, AH Vardhan, RK Sevakula… - … Systems: The 19th Asia …, 2016 - Springer
Autonomous object counting system can help industries to keep track of their inventory in
real time and adjust their production rate suitably. In this paper we have proposed a robust …

Object counting using KAZE features under different lighting conditions for inventory management

T Sharma, A Jain, NK Verma… - 2019 IEEE Applied …, 2019 - ieeexplore.ieee.org
Inventory management in an automated industrial environment is the foremost requirement
in order to shorten the gap between demand and supply. It comprises of object identification …

Unsupervised approach for object matching using speeded up robust features

AH Vardhan, NK Verma, RK Sevakula… - 2015 IEEE Applied …, 2015 - ieeexplore.ieee.org
Autonomous object counting system is of great use in retail stores, industries and also in
research processes. In this paper, a Speeded Up Robust Feature (SURF) based robust …

Vision based object counting using speeded up robust features for inventory control

NK Verma, T Sharma, RK Sevakula… - 2016 International …, 2016 - ieeexplore.ieee.org
In this paper, an approach for industrial machine vision system is introduced for effective
maintenance of inventory in order to minimize the production cost in supply chain network …

Optimal path estimation and tracking for an automated vehicle using GA optimized fuzzy controller

SD Rajurkar, AK Kar, S Goswami… - 2016 11th International …, 2016 - ieeexplore.ieee.org
Proper path estimation and then tracking it accurately is challenging task for any Automated
Vehicle (AV) on industry floor. The paper proposes an algorithm which uses computer vision …

Absent Color Indexing: Histogram-Based Identification Using Major and Minor Colors

Y Tian, M Fang, S Kaneko - Mathematics, 2022 - mdpi.com
The color histogram is a statistical behavior for robust pattern search or matching; however,
difficulties have arisen in using it to discriminate among similar objects. Our method, called …

Vision based counting of texture-less objects using shape and color features

NK Verma, T Sharma, SD Rajurkar… - … on Industrial and …, 2016 - ieeexplore.ieee.org
Automatic object recognition for texture-less objects using computer vision is a difficult task
in comparison of textured one since class discriminative information is rarely available …

Multi-faced object recognition in an image for inventory counting

T Sharma, SD Rajurkar, N Molangur, NK Verma… - … , Applications and Future …, 2019 - Springer
Herein, an approach is presented to count objects in an image with different viewpoints. The
multiple views of prototype have been used to get the viewpoint invariance in Speeded Up …