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Co-Authors
- Shalini Gupta
- Khushboo Gupt
- Anoop K. Verma
- S. P. Nigam
- A. P. Jain
- R. V. Agrawal
- K. K. Kaul
- M. P. Mehrotra
- N. L Patney
- O. P. Bansal
- Sunil Kumar
- Sita Rani
- Harsimarjeet Khurana
- D. K. Nafde
- L. P. Rajput
- A. Mishra
- S. S. Shukla
- N. J. Swarkar
- A. K. Tomar
- Y. K. Sharma
- N. J. Sawarkar
- A. K. Gupta
- A. Alam
- D. P. Motiramani
- Rattan Singh
- Ravinder Singh
- Harpreet Kaur
- Guneet Kaur Walia
- Anupama
- Kamalpreet Kaur
Journals
A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All
Gupta, O. P.
- Evaluation of the Degree of Agreement in Identifying Lip Prints and Palatal Rugae by Three Independent Observers and Valuation of there Dependability in Sex Determination
Abstract Views :474 |
PDF Views:0
Objective: The objective of the study was to check for any peculiar lip patterns and rugae patterns in relation to the sex of the individual and to analyze the degree of agreement between three observers. Materials and Method: This study was conducted on 378 subjects, which included 189 males and 189 females, in the age group of 18-30 years. Lip prints and rugae pattern were analysed by three independent observers.
Results: Lip print of branched type was most commonly seen in females and cross-section in males. Wavy pattern was most common in males and females in palatal rugae. Conclusion: This study shows that lip prints and palatal rugae are unique to an individual and behold the potential for recognition of the sex of an individual.
Authors
Affiliations
1 Department Oral & Maxillofacial Pathology, K.G.M.U, Lucknow, IN
2 AIMST University, MY
3 Department of Surgery, Career Medical College, Lucknow, IN
4 Dept of Forensic, Medicine, K.G.M.U, Lucknow, IN
1 Department Oral & Maxillofacial Pathology, K.G.M.U, Lucknow, IN
2 AIMST University, MY
3 Department of Surgery, Career Medical College, Lucknow, IN
4 Dept of Forensic, Medicine, K.G.M.U, Lucknow, IN
Source
Indian Journal of Forensic Medicine & Toxicology, Vol 8, No 1 (2014), Pagination: 214-220Abstract
Background: Establishing a person's identity is a very important process in civil and criminal cases. Dental, fingerprint and DNA comparisons are probably the most common techniques allowing fast and secure identification processes. However, in certain circumstances related to the scene of the crime or due to lack of experienced personnel, these techniques might be unavailable, so there is still an increasing need for reliable alternative methods of establishing identity.Objective: The objective of the study was to check for any peculiar lip patterns and rugae patterns in relation to the sex of the individual and to analyze the degree of agreement between three observers. Materials and Method: This study was conducted on 378 subjects, which included 189 males and 189 females, in the age group of 18-30 years. Lip prints and rugae pattern were analysed by three independent observers.
Results: Lip print of branched type was most commonly seen in females and cross-section in males. Wavy pattern was most common in males and females in palatal rugae. Conclusion: This study shows that lip prints and palatal rugae are unique to an individual and behold the potential for recognition of the sex of an individual.
Keywords
Cheiloscopy, Palatal Rugae, Agreement- Multiple Desmoids of Face and Scalp
Abstract Views :170 |
PDF Views:0
Authors
Affiliations
1 M. G. Institute of Medical Sciences, Sevagram, Wardha, IN
1 M. G. Institute of Medical Sciences, Sevagram, Wardha, IN
Source
The Indian Practitioner, Vol 29, No 9 (1976), Pagination: 571-574Abstract
No AbstractKeywords
No Keyword- A Trial of Promethazine Elixir in Paediatric Practice
Abstract Views :200 |
PDF Views:0
Authors
O. P. Gupta
1,
K. K. Kaul
2
Affiliations
1 Medical College, Jabalpur, IN
2 Department of Paediatrics, Medical College, Jabalpur, IN
1 Medical College, Jabalpur, IN
2 Department of Paediatrics, Medical College, Jabalpur, IN
Source
The Indian Practitioner, Vol 31, No 1 (1978), Pagination: 19-27Abstract
No AbstractKeywords
No Keyword- Haematological and Fluid Volume Changes Associated with Cirrhosis of Liver
Abstract Views :155 |
PDF Views:1
Authors
Affiliations
1 M. L. N. Medical College, Allahabad, IN
2 S. N. Medical College, Agra, IN
1 M. L. N. Medical College, Allahabad, IN
2 S. N. Medical College, Agra, IN
Source
The Indian Practitioner, Vol 33, No 12 (1980), Pagination: 651-660Abstract
No Abstract.- Analysis and Simulation of Routing Protocols for Wireless Mesh Network
Abstract Views :169 |
PDF Views:4
Authors
Sunil Kumar
1,
O. P. Gupta
1
Affiliations
1 School of Information Technology, Punjab Agricultural University, Ludhiana, Punjab, IN
1 School of Information Technology, Punjab Agricultural University, Ludhiana, Punjab, IN
Source
Wireless Communication, Vol 3, No 2 (2011), Pagination: 103-108Abstract
Wireless mesh networks (WMNs) comprise of mobile and static nodes which communicate wirelessly. WMNs have several unique features such as self organizing, self-configuring and self-healing and are being used in many applications such as metropolitan area networks and disaster and rescue operations etc. It is an exciting new technology that has applications in defense, metro-area Internet access, and disaster management. Routing in wireless mesh network is nontrivial due to highly dynamic nature of the nodes. In this paper, discussion and implementation of routing protocols in Wireless Mesh Network which enhances the reliability in the network. Routing protocols are GRP and TORA have been implemented using OPNET simulator. These protocols are highly scalable and can support thousands of nodes making it an ideal protocol for wireless mesh networks.Keywords
Mesh, GRP, TORA, Routing.- Bioinformatics Applications and Tools:An Overview
Abstract Views :179 |
PDF Views:4
Authors
O. P. Gupta
1,
Sita Rani
2
Affiliations
1 School of Information Technology, PAU, Ludhiana, Punjab, IN
2 RIMT-IET, Mandi Gobindgarh, Punjab, IN
1 School of Information Technology, PAU, Ludhiana, Punjab, IN
2 RIMT-IET, Mandi Gobindgarh, Punjab, IN
Source
Biometrics and Bioinformatics, Vol 3, No 3 (2011), Pagination: 107-110Abstract
Bioinformatics is an amalgamation of computers, statistics and molecular biology to meet new challenges in modern molecular biology and medical research. It deals with large volume of data generated from medical experimentation or collected from various biological data resource like wheat genomics. Its basic purposes involve data management and knowledge discovery. A number of bioinformatics tools are available which are used to represent, analyze voluminous molecular data. Bioinformatics have applications in many research areas, some of them are mature and some are comparatively less explored. So In this paper, various applications and the tools of the bioinformatics are discussed.Keywords
Bioinformatics, Genome Data, Graphical Tools, Phylogenetic Trees.- Effectiveness of Allure on Pairs Using New Pairing Modus Operandi
Abstract Views :183 |
PDF Views:2
Authors
Affiliations
1 Punjab Technical University, IN
2 Punjab Agriculture University, IN
1 Punjab Technical University, IN
2 Punjab Agriculture University, IN
Source
Artificial Intelligent Systems and Machine Learning, Vol 3, No 4 (2011), Pagination: 195-197Abstract
This paper reports the effectiveness of pairs on personality. This study has shown that which pair of students is more effective for the parameters like program clarity, satisfaction, confidence and presentation. From the study it is found that the effectiveness of pairs was mainly on the pair of II, IA, IP as compared to other pairs. In education if this pairing technique is enhancing the effectiveness of average and poor students then this technique should be implemented. This will raise the confidence of the students; students will be more satisfied, have more program clarity and better understanding of the job that they have to do in their classroom sessions. The presentation of average and poor students will also improve. Significant findings for all the parameters program clarity, presentation confidence, and satisfaction level are reported in the paper.Keywords
Pair Programming, Confidence, Satisfaction, and Presentation.- Milling, Physical and Cooking Characteristics of Some Promising Paddy Varieties of Madhya Pradesh
Abstract Views :197 |
PDF Views:1
Authors
Affiliations
1 Department of Food Science & Technology, Jawaharlal Nehru Agricultural University, Jabalpur, M. P. 482004, IN
2 Department of Food Science & Technology Jawaharlal Nehru Agricultural University Jabalpur M. P. 482004, IN
1 Department of Food Science & Technology, Jawaharlal Nehru Agricultural University, Jabalpur, M. P. 482004, IN
2 Department of Food Science & Technology Jawaharlal Nehru Agricultural University Jabalpur M. P. 482004, IN
Source
The Indian Journal of Nutrition and Dietetics, Vol 27, No 9 (1990), Pagination: 277-281Abstract
The physical properties like dimension, density, bulk density, porosity, frictional properties of grains are important in their processing, handling and storage. Few of these physical properties also influence the cooking and eating quality of its rice. For getting optimum yields in milling and for proper cooking, the knowledge of their physical properties is important, which needs to be investigated in the recently released varieties of paddy.- Malting Quality of Ragi Varieties - Nutrient and Mineral Composition of their Malts
Abstract Views :172 |
PDF Views:2
Authors
Affiliations
1 Department of Food Science, College of Agriculture, Jawaharlal Nehru Vishwa Vidyalaym, Jabalpur, IN
1 Department of Food Science, College of Agriculture, Jawaharlal Nehru Vishwa Vidyalaym, Jabalpur, IN
Source
The Indian Journal of Nutrition and Dietetics, Vol 23, No 8 (1986), Pagination: 223-227Abstract
Ragi forms an important component of diet of South Indian people and tribal people of Madhya Pradesh. Ragi malting is practiced in many parts of India and tropical Africa.- Study of Macro and Micro Mineral Nutrient Contents of Some Cultivars of Ragi (Eleusine coracana Gaertn)
Abstract Views :169 |
PDF Views:1
Authors
Affiliations
1 Department of Food Science, J. N. Krishi Vishwa Vidyalaya, Jabalpur-482 004, (M.P.), IN
1 Department of Food Science, J. N. Krishi Vishwa Vidyalaya, Jabalpur-482 004, (M.P.), IN
Source
The Indian Journal of Nutrition and Dietetics, Vol 22, No 8 (1985), Pagination: 249-252Abstract
Ragi or finger millet (Eleusine coracana Gaertn.) forms an important component of the diet of peoples of South India and of tropical Africa.- Effect of Mixing Soy-Flour with Wheat Flour on the Keeping Quality of Blend during Storage
Abstract Views :180 |
PDF Views:0
Authors
Affiliations
1 J. N. Krishi Vishwa Vidyalaya, Jabalpur-4, M. P, IN
1 J. N. Krishi Vishwa Vidyalaya, Jabalpur-4, M. P, IN
Source
The Indian Journal of Nutrition and Dietetics, Vol 14, No 7 (1977), Pagination: 198-202Abstract
Protein mal-nutrition, a serious problem of people whose diets consist mainly of cereals or starchy foods, has aroused keen interest in fortifying breads or other products with protein rich additives. Of the protein rich additives now available, soy-flour is most attractive in price, quality and quantity.- Development of Online Student Course Registration System
Abstract Views :378 |
PDF Views:16
Authors
Affiliations
1 Punjab Agricultural University, Ludhiana, Punjab, IN
1 Punjab Agricultural University, Ludhiana, Punjab, IN
Source
Oriental Journal of Computer Science and Technology, Vol 9, No 2 (2016), Pagination: 66-72Abstract
With the advent of Information Technology in the last decade, the major focus has shifted from manual systems to computerized systems. Various systems viz. railway reservation, hospital management etc. involving manual work have been automated efficiently. Student course registration process in colleges involve filling registration forms manually, getting it signed by respective subject teachers, and then getting the documents acknowledged fromthe concerned Advisors, College Deans and Accounts Officers respectively. Finally the registration forms are submitted in the Administrative Branch. As is evident, this process is very laborious and time consuming. An Online Student Course Registration System has been developed to simplify the current manual procedure.This system has been developed using PHP, jQuery, Apache and MySQL. The front-end is designed using PHP with excerpts of code written using jQuery and back-end is designed and managed through MySQL. This system software is more secured, user-friendly and less time-consuming.Keywords
PHP, MySQL, jQuery, Apache, Database, Database Management System, Front-End, Back-End.References
- Kaur, Harpreet, & Grover, Dinesh. “Design and Development of Online Hospital Management Information System” International Journal of Computer Science Engineering and Information Technology Research 3.2 79-88 (2013).
- Williams, Hugh E., and David Lane. “Web database applications with PHP and MySQL”. O’Reilly Media, Inc., 2004.
- Meloni, Julie C. “Sams teach yourself PHP, MySQL and Apache all in one”. Sams Publishing, 2012.
- Ullman, Larry. “PHP advanced for the World Wide Web”. Peachpit Press, 2002.
- Brinzarea, Bogdan, and Audra Hendrix. “Ajax and PHP: Building modern Web applications”. Packt Publishing Ltd, 2009.
- Thomas, D., White-Cinis, J., Lea, C., & Buzzard, M. “PHP MySQL Website Programming: Problem-Design-Solution. Apress” (2003).
- G Glass, M. K., Le Scouarnec, Y., Naramore, E., Mailer, G., Stolz, J., & Gerner, J. “Beginning PHP, Apache, MySQL Web Development”. John Wiley & Sons (2004).
- Capps, Stephen P. “Online service registration system and method.” U.S. Patent No. 6,711,682. 23 Mar. 2004.
- Shafie, E., Al-Ajlan, A., Aldrawiesh, K., Bajahzar, A., & Al-Saawy, Y. (2011, January). “Online registration system”. In Advanced Computer Control (ICACC), 2011 3rd International Conference on (pp. 174-179).
- Davis, Michele E., and Jon A. Phillips.” Learning PHP & MySQL: Step-by-Step Guide to Creating Database-Driven Web Sites”. O’Reilly Media, Inc., 2007.
- Dembla, Pamila, Prashant Palvia, and Balaji Krishnan. “Understanding the adoption of web-enabled transaction processing by small businesses.”Journal of Electronic Commerce Research 8.1 (2007): 1.
- “Systems development Life Cycle”techtarget.com. Retrieved on April 15, 2016, from http://searchsoftwarequality.techtarget.com/definition/systems-development-life-cycle.
- “Software Development Process”wikipedia.com. Retrieved on April 17, 2016, from https://en.wikipedia.org/wiki/Software_development_process
- “Feasibility Study” wikipedia.com. Retrieved on April 9, 2016, from https://en.wikipedia.org/wiki/Feasibility_study
- “Three Tier Architecture” techopedia.com Retrieved on April 20, 2016, from https://www.techopedia.com/definition/24649/three-tier-architecture
- “PHP 5 Tutorials”w3schools.com. Retrieved on April 9, 2016, from http://www.w3schools.com/php/
- Congestion Avoidance in Packet Networks Using Network Simulator-3 (NS-3)
Abstract Views :185 |
PDF Views:3
Authors
Affiliations
1 SEEIT, Punjab Agricultural University, IN
1 SEEIT, Punjab Agricultural University, IN
Source
Oriental Journal of Computer Science and Technology, Vol 9, No 2 (2016), Pagination: 73-80Abstract
With the growth of internet, the user's requirements in terms of scale, functionality of network and performance of internet also increases. It becomes very important to guarantee the efficiency, stability and performance of a given network as per the user's requirements. There are many management techniques that need to be taken care of, so as to ensure network stability. These include queue management, queue scheduling, congestion control etc. But the most fundamental and foremost amongst these is congestion control, as it's not possible to ensure Quality of Service (QoS) with a congested network. To avoid congestion, many algorithms are available; the most basic of them is Random Early Detection (RED). This paper implements RED and its enhancement Adaptive RED (ARED) in NS-3 simulator and comparative analysis of both the algorithms has been carried out.Keywords
Congestion Avoidance, First in First out (FIFO), Adaptive Random Early Detection (ARED), Transmission Control Protocol (TCP), Network Simulator (NS-3), Packet Delivery Ratio (PDR).References
- Tanenbaum A S (2003) Computer Networks.Pp 384-86.Practice-Hall, Upper Saddle River, New Jersey, U.S.A.
- Floyd S and Jacobson V (1993) Random early detection gateways for congestion avoidance.IEEE/ACM Transactions on Networking1: 397-413.
- Hash:em E, “Analysis of random drop for gateway congestion control”, Report LCS TR-465, Laboratoryfor Computer Science, MIT, Cambridge, MA,1989, pp:103.
- Qadeer M A, Sharma V, Agarwal A and Husain S S ,”Differentiated Services with Multiple Random Early Detection Algorithm using ns2 Simulator” in IEEE ICC 2009 proc, 2009,© IEEE
- Abbasov B and Korukoglu S (2008) Effective RED: An algorithm to improve RED’s performance by reducing packet loss rate. J NetwComputAppl 32: 703-09.
- http://en.wikipedia.org/wiki/Random_early_detection
- https://www.nsnam.org/docs/tutorial/ns-3-tutorial.pdf
- Gummandi R(2001) Dynamic ARED: An Algorithm for Increasing the Robustness of RED’s Active Queue Management, manuscript under submission.
- Floyd S (2008), Metrics for the Evaluation of Congestion Control Mechanisms [Memorandum] Network Working Group.
- Load Balancing the Network Traffic in the Nth Mode of IPtables
Abstract Views :167 |
PDF Views:6
Authors
Anupama
1,
O. P. Gupta
1
Affiliations
1 School of Electrical Engineering and Information Technology, Punjab Agricultural University, PO Box 141004, Ludhiana, IN
1 School of Electrical Engineering and Information Technology, Punjab Agricultural University, PO Box 141004, Ludhiana, IN
Source
Oriental Journal of Computer Science and Technology, Vol 9, No 2 (2016), Pagination: 146-152Abstract
In this paper, we present the network load balancing to optimize the network interfaces that are present in the cluster. We know, everything belongs to internet now a days. With the increase in the popularity of the web, network traffic increases and need for fast access to the internet is also on demand. For smooth services, redundancy of the servers is required. As a result, load balancing has become a very critical job. A single server is not able handle all the traffic which results into a server crash. Network is divided into different paths on which the transmission of packets is done. They are distributed on all the interfaces simultaneously. We investigate the performance of per-packet load balancing in different servers. Simulation results reveal that it is always beneficial to use load balancing and backup of other servers are always present in case of any failure in network.Keywords
Load Balancing, IP Tables, Equal-Cost Paths.References
- Baldine I and Rouskas G N Dynamic Load Balancing In Broadcast WDM Networks with Tuning Latencies. Pp 78-85. North Carolina State University, Raleigh (1998).
- Kashem M A, Ganapathy V and Jamson G B A Geometric Approach For Three Phase Load Balancing in Distribution Networks. Pp 293-98. Queensland University Of Technology, Australia (2000).
- Du L, Bigham J and Cuthbert L Intelligent Cellular Network Load Balancing Using A Cooperative Negotiation Approach. Pp 1675-79. University of London, London (2003).
- Hoang V D, Shao Z and Fujise M Efficinet Load Balancing in MANETs to Improve Network Performance. Proc 6th ITS Telecom. Pp 753-56. National Institute of Information Communication technology, Japan (2006).
- Haiyan X, Wang J, Depeng Z and Hui S Campus Network Multi-ISP Load Balancing Optimization Model Based on BP Neural Networks. Proc 2009 Communic Faculty. pp 611- 15. Dalian Maritime University, Dalian, China (2009).
- Saxena K , Kumar R and Chaudhary N S Load Balancing in IP/MPLS Networks: A Survey, © SciRes (2012).
- Wang L Multi-outlet network load balancing solution. Proc 2nd Sci and Social Res. pp 359- 62.Shanghai Urban Management College Shanghai, China (2013).
- Zhang J and Lee Y A new Load-Balancing Algorithm For Multihop Wireless Networks. Pp 162-166. Jiangsu University of Science and Technology Zhenjiang,China (2011).
- Kaymak Y and Rojas-Cessa R Per-Packet Load Balancing in Data Center Networks. Proc 36th Sarnoff symposium. Pp 140-44 (2015).
- Bautista J, Gabarron T and Doudane G Y Distributed Load Balancing by Two-Hop Relaying in LTE-Advanced Networks. Proc 11th Int Conf Sensing, Communic &Netwoking.Pp 337-45 (2014).
- Cooling Rate in Welding—A Aid to Weldability Evaluation
Abstract Views :228 |
PDF Views:4
Authors
Affiliations
1 Department of Mechanical Engineering, I.I.T., Kharagpur, IN
1 Department of Mechanical Engineering, I.I.T., Kharagpur, IN
Source
Indian Welding Journal, Vol 8, No 2 (1976), Pagination: 45-48Abstract
Weldability evaluation always involves the consideration of microstructural changes and in most of the alloy steels these are greatly dependent on the cooling rates to which the steel is subjected. The determination of cooling rates in weld-metal and HAZ has attracted the attention of many investigators. Rosenthal and, Adams have done pioneering work in this direction. However, their findings are limited to a few simple weld confirmations and the data presented are not in the form suitable for direct use. An attempt has been made in this paper to explain how certain conclusions of great practical utility can be derived from this.- A Machine Learning Approach to Determine Maturity Stages of Tomatoes
Abstract Views :271 |
PDF Views:0
Authors
Affiliations
1 Department of School of Electrical Engineering and IT, COAE&T, PAU Ludhiana, Punjab, IN
1 Department of School of Electrical Engineering and IT, COAE&T, PAU Ludhiana, Punjab, IN
Source
Oriental Journal of Computer Science and Technology, Vol 10, No 3 (2017), Pagination: 683-690Abstract
Maturity checking has become mandatory for the food industries as well as for the farmers so as to ensure that the fruits and vegetables are not diseased and are ripe. However, manual inspection leads to human error, unripe fruits and vegetables may decrease the production [3]. Thus, this study proposes a Tomato Classification system for determining maturity stages of tomato through Machine Learning which involves training of different algorithms like Decision Tree, Logistic Regression, Gradient Boosting, Random Forest, Support Vector Machine, K-NN and XG Boost. This system consists of image collection, feature extraction and training the classifiers on 80% of the total data. Rest 20% of the total data is used for the testing purpose. It is concluded from the results that the performance of the classifier depends on the size and kind of features extracted from the data set. The results are obtained in the form of Learning Curve, Confusion Matrix and Accuracy Score. It is observed that out of seven classifiers, Random Forest is successful with 92.49% accuracy due to its high capability of handling large set of data. Support Vector Machine has shown the least accuracy due to its inability to train large data set.Keywords
Tomato Classification, Machine Learning, Image Processing, Classifiers, Python, Learning Curve, Confusion Matrix.References
- Agrawal S, Jha S and Dewangan C (2016) Grading of tomatoes using digital image processing on the basis of color. Int J Res Engg Tech 5: 138-40.
- Arakeri M P and Lakshmana (2016) Computer vision based fruit grading system for quality evaluation of tomato in agriculture industry. Procedia Comp Sci 79: 426-33.
- Bendary N E, Hariri E E, Hassanien A E and Badr A (2014) Using machine learning techniques for evaluating tomato ripeness. Exp Sys App Pp 1-14, Egypt.
- De Grano A. V. and Pabico J. P (2007) Neural network-based computer color vision for grading tomatoes. Philippine J Crop Sci 31: 130-42.
- Gunasekaran S (1996) Computer vision technology for food quality assurance. Trends Food Sci Tech 7: 245–56.
- Hashim N M, Mohamad N H, Zakaria Z, Bakri H and Sakaguchi F (2013) Development of tomato inspection and grading system using image processing. Int J Engg Comp Sci 2: 2319-26.
- Jaramillo, Rodriguez J, Guzman V, Zapata M and Rengifo T (2007) Good Agricultural Practices in the Production of tomato under protected conditions: Tech Manual. Food and Agriculture Organization, United Nations.
- Kondo N, Ahmed U, Monta M and Murase H (2000) Machine vision based quality evaluation of Iyokan orange fruit using neural networks. Comp Elect Agric 29: 135-47.
- Nakano K (1997) Application of neural networks to the color grading of apples. Comp Elect Agric 18: 105-86.
- Ohali Y A (2011) Computer vision based date fruit grading system: Design and implementation. J Comp Inf Sci 23: 29-36.
- Raut K and Brora V (2016) Assessment of fruit maturity using digital image processing. Int J Sci Tech Engg 3: 273:79.
- Rokunuzzaman M and Jayasuriya H P (2013) Development of a low cost machine vision system for sorting of tomatoes. CIGR J Agric Engg 15: 173-80.
- Rupanagudi S R, Ranjani B S, Nagaraj P, Bhat V G (2014) A cost effective tomato maturity grading system using image processing algorithm for farmers. Int Conf Cont Comp Inf Pp 7-12, Bangalore, India.
- Sehgal P and Goel N (2016) Auto-annotation of tomato images based on ripeness and firmness classification for multimodal retrieval. Int Conf Adv Comp Comm Inf Pp 1084-91, Jaipur, India.