Meenu Garg

ORCID: 0000-0003-4867-6360
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About
Contact & Profiles
Research Areas
  • Retinal Imaging and Analysis
  • Handwritten Text Recognition Techniques
  • Vehicle License Plate Recognition
  • Image Retrieval and Classification Techniques
  • AI in cancer detection
  • Brain Tumor Detection and Classification
  • Smart Agriculture and AI
  • Medical Image Segmentation Techniques
  • Advanced Image Fusion Techniques
  • Digital Imaging for Blood Diseases
  • Advanced Image and Video Retrieval Techniques
  • Oral and Maxillofacial Pathology
  • Retinal and Optic Conditions
  • Image and Signal Denoising Methods
  • Advanced Neural Network Applications
  • Dental Radiography and Imaging
  • Retinal Diseases and Treatments
  • Rice Cultivation and Yield Improvement
  • IoT-based Smart Home Systems
  • COVID-19 diagnosis using AI
  • Dental Implant Techniques and Outcomes
  • Image Processing and 3D Reconstruction
  • Artificial Intelligence in Healthcare
  • IoT and GPS-based Vehicle Safety Systems
  • Currency Recognition and Detection

Chitkara University
2019-2024

Institute of Engineering
2023

Punjab Engineering College
2019

Employees State Insurance Post Graduate Institute of Medical Sciences and Research
2018

Punjabi University
2017

Chaudhary Charan Singh Haryana Agricultural University
2002

University of Delhi
1990

As multimedia technology is developing and growing these days, the use of an enormous number images its datasets likewise expanding at a quick rate. Such can be utilized for purpose image retrieval. This research focuses on extraction similar established different features retrieval from huge dataset images. In this paper initially, query searched within available and, then, color difference histogram (CDH) descriptor employed to retrieve database. The basic characteristic CDH that it counts...

10.1155/2022/9523009 article EN cc-by Journal of Healthcare Engineering 2022-03-14

For analytical approach-based word recognition techniques, the task of segmenting into individual characters is a big challenge, specifically for cursive handwriting. this, holistic approach can be better option, wherein entire passed to an appropriate recognizer. Gurumukhi script complex which proposed offline handwritten recognition. In this paper, authors propose Convolutional Neural Network-based architecture month names. The designed with five convolutional layers and three pooling...

10.3390/s22082881 article EN cc-by Sensors 2022-04-08

This paper focuses on retrieving plant leaf images based different features that can be useful in the industry. Various and their used to identify type of its disease. For this purpose, a well-organized computer-assisted image retrieval approach is required use hybrid combination color shape attributes for disease identification botanical gardening agriculture sector. In research work, an innovative framework proposed uses improve accuracy. features, Color Difference Histograms (CDH)...

10.3390/su141610357 article EN Sustainability 2022-08-19

Glomeruli are interconnected capillaries in the renal cortex that responsible for blood filtration. Damage to these glomeruli often signifies presence of kidney disorders like glomerulonephritis and glomerulosclerosis, which can ultimately lead chronic disease failure. The timely detection such conditions is essential effective treatment. This paper proposes a modified UNet model accurately detect whole-slide images tissue. was by changing number filters feature map dimensions from first...

10.3390/diagnostics13193152 article EN cc-by Diagnostics 2023-10-09

ABSTRACT Granulicatella adiacens is a nutritionally variant streptococcus species. These bacteria are rarely isolated in the laboratory due to their fastidious growth requirements. have been mostly reported from bloodstream infections, infective endocarditis, infections of orbit, nasolacrimal duct and breast implants. Here, we reporting two cases subcutaneous abscesses caused by G. adiacens. In first case, it was abscess around elbow joint second case suprapatellar abscess. We also reviewed...

10.4103/jlp.jlp_58_17 article EN cc-by-nc-nd Journal of Laboratory Physicians 2018-01-01

Automated segmentation and delineation of morphological properties retinal vascular network had now become the most important research area in treatment ophthalmologic disorders. With advancement computational efficiency, image processing methodologies are widely used ophthalmology. This paper gives review various techniques implemented by authors conjunction with performance metrics like sensitivity, specificity, accuracy under curve. Results algorithms has been compared analyzed. For...

10.14257/ijbsbt.2016.8.3.07 article EN International Journal of Bio-Science and Bio-Technology 2016-06-30

Abstract The 13 C NMR spectra of 48 differently substituted chalcones (1,3‐diphenylprop‐2 enones) have been recorded and the results are discussed. data will be useful in identification new/natural chalcones.

10.1002/mrc.1260280516 article EN Magnetic Resonance in Chemistry 1990-05-01

The routine dental practice involves various procedures which needs the application of local anesthetics. Generally, there are very few complications associated with these procedures. Complications such as tissue necrosis can occur following rapid injection anesthetic solutions. Palate is a favorable site for soft lesions, factors direct effects drug, blanching tissues during injection, relatively poor blood supply, and reactivation latent forms herpes all promote to ischemia lesion in palate.

10.4103/0975-5950.196142 article EN National Journal of Maxillofacial Surgery 2016-01-01

Tuberculosis is a chronic granulomatous systemic infectious disease caused by Mycobacterium tuberculosis. The oral lesions found in tuberculosis are relatively rare and may present as ulcers, erythematous patches, indurated lesions, nodules or bony jaw lesions. Oral tubercular sometimes confusing clinical presentation can be overlooked. Hence, we document case of tuberculous osteomyelitis the maxilla 19-year-old female patient, who was initially treated for multiple periodontal dental...

10.4103/0975-5950.154833 article EN National Journal of Maxillofacial Surgery 2014-01-01

Amputation of finger causes devastating physical, psychosocial, and economic damage to an individual. The concealment amputated part with the help prosthesis can shield amputee from social stigma. Prosthesis for such patient must be comfortable wear lightweight, durable, cosmetically pleasing easy put on remove. restoration amputations depends amount tissue involved, involvement bone, angles levels amputation, other fingers. microsurgical reimplantation helps save many severely injured...

10.4103/0976-4003.191734 article EN cc-by-nc-sa Indian Journal of Dental Sciences 2016-01-01

The world is having a vast collection of text with abandon knowledge. However, it difficult and time‐taking process to manually read recognize the written in numerous regional scripts. task becomes more critical Gurmukhi script due complex structure characters motivated from challenges designing an error‐free accurate classification model characters. In this paper, author has customized convolutional neural network classify handwritten words. Furthermore, dataset been prepared 24000 word...

10.1155/2023/4768630 article EN cc-by Mathematical Problems in Engineering 2023-01-01

Currently, the traffic management is a foremost concern all over world. Particularly in India, due to expanding urban populace and quantity of vehicles, congestion issues are increasing rapidly. Traffic has become major problem which affects ambulance service reach hospital on time. With advancement technology, many solutions have been developed curb this serious issue save patient life. The IoT capacity improve scenario. goal paper examine different techniques for movement control...

10.1166/jctn.2019.8508 article EN Journal of Computational and Theoretical Nanoscience 2019-10-01

Abstract With the development of multimedia technology, usage large image database becomes possible and is rapidly increasing. These can be used for purpose retrieving files, which works on mechanism search. Different databases are available different websites like Instagram, Facebook, Twitter, Flickr, Picasa. This paper shows advantage content-based retrieval system, as well its key technologies. Comparing to shortcoming, only certain feature in traditional system. presents a review...

10.1088/1757-899x/1022/1/012040 article EN IOP Conference Series Materials Science and Engineering 2021-01-01

The present study relates to diagnostic devices, and more specifically, a diabetic retinopathy prediction device, system method for early of with application deep learning. device includes an image capturing memory coupled processor. obtains retinal fundus from the user. comprising executable instructions which upon execution by processor configures obtain physiological parameters user in real-time retrieve obtained one or compare extracted features at least pre-stored feature database...

10.1166/jctn.2019.8511 article EN Journal of Computational and Theoretical Nanoscience 2019-10-01

Abstract This paper presents an efficient method based on thresholding for images that are corrupted due to Gaussian noise. In order achieve this task, wavelet transforms and various techniques have been applied. But the selection of technique is restricted their widespread use in image denoising application. paper, a more scheme named as neigh shrink sure studied by incorporating neighboring coefficients. Different like Bayes Neigh algorithms applied different images. The results obtained...

10.1088/1757-899x/1022/1/012031 article EN IOP Conference Series Materials Science and Engineering 2021-01-01

Background: Research in the dental material field is progressing to find perfect for maxillofacial prosthetics.This must meet certain criteria such as functionality, biocompatibility, esthetics, and durability.Silicone currently most commonly used material, but it still has weaknesses that need be addressed.This article explores how environmental factors, sunlight, rain, wind cleaning, can affect auricular prostheses.The also examines areas where current materials fall short improvement...

10.5005/djas-11014-0019 article EN Dental Journal of Advance Studies 2023-08-31

The paper offers a holistic approach to video translation into several languages that combines deep learning, and audio synthesis techniques, in order automate the process. Exploiting recent advance automated speech multimodal translation, we shall develop an reproducing high-quality dubbed materials efficiently at large scale. methodology includes: 1. extraction of from original videos, 2. transcription audios, 3. translated tracks, 4. fusion them with videos get final multilingual videos....

10.36948/ijfmr.2024.v06i03.20067 article EN cc-by-sa International Journal For Multidisciplinary Research 2024-05-13

In the context of natural language recognition, development an automated system for data analysis and interpretation has tremendous demand. Developing such kinds systems a country like India, however, been found to be laborious task when compared other countries due India's use multiple scripts languages. Gurumukhi is regional Punjab, text recognition in very critical because character's intricate structure. Influenced by this problem, present work conducted design error-free classification...

10.7717/peerj-cs.2627 article EN cc-by PeerJ Computer Science 2024-12-23

In agriculture sciences, due to the complexity and localized subtleties of crops, crop products, worm insects that cause disease, disease identification is one most difficult tasks. Even professionals botanists require assistance from a variety sources diagnose unusual plant diseases. As result, marginal farmer may be unable detect and, as use excessive or incorrect pesticides. order prevent his going waste, he must seek expert guidance precisely condition advice on how treat it.The proposed...

10.1109/icesc54411.2022.9885537 article EN 2022 3rd International Conference on Electronics and Sustainable Communication Systems (ICESC) 2022-08-17
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