Savita Gupta

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 38

Top Topics

Ultrasound Images

Image Indexing And Retrieval

Feature Selection

Speckle Reduction

Top Venues

Biomed. Signal Process. Control.

Comput. Electr. Eng.

IET Image Process.

Wirel. Pers. Commun.

Publications

Nikita Aggarwal, Barjinder Singh Saini, Savita Gupta
A deep 1-D CNN learning approach with data augmentation for classification of Parkinson's disease and scans without evidence of dopamine deficit (SWEDD). Biomed. Signal Process. Control. 91 (2024)
Nikita Aggarwal, Barjinder Singh Saini, Savita Gupta
Feature engineering-based analysis of DaTSCAN-SPECT imaging-derived features in the detection of SWEDD and Parkinson's disease. Comput. Electr. Eng. 117 (2024)
Radhika Malhotra, Barjinder Singh Saini, Savita Gupta
Survival classification of Gliomas through a novel enhancement-based strategy for class overlap of radiomics features. Expert Syst. Appl. 240 (2024)
Nikita Aggarwal, Barjinder Singh Saini, Savita Gupta
Role of Artificial Intelligence Techniques and Neuroimaging Modalities in Detection of Parkinson's Disease: A Systematic Review. Cogn. Comput. 16 (4) (2024)
Sabrina Dhalla, Ajay Mittal, Savita Gupta
LeukoCapsNet: a resource-efficient modified CapsNet model to identify leukemia from blood smear images. Neural Comput. Appl. 36 (5) (2024)
Jasdeep Singh, Savita Gupta
Evaluating the Impact of Local Data Imbalance on Federated Learning Performance for IoT Anomaly Detection. ICCCNT (2023)
Kunal Bhatia, Sabrina Dhalla, Ajay Mittal, Savita Gupta, Aastha Gupta, Alka Jindal
Integrating explainability into deep learning-based models for white blood cells classification. Comput. Electr. Eng. 110 (2023)
Radhika Malhotra, Barjinder Singh Saini, Savita Gupta
RNet - An efficient context bridge network for glioma segmentation. J. Vis. Commun. Image Represent. 94 (2023)
Rashmi Vishraj, Savita Gupta, Sukhwinder Singh
Evaluation of feature selection methods utilizing random forest and logistic regression for lung tissue categorization using HRCT images. Expert Syst. J. Knowl. Eng. 40 (8) (2023)
Vipasha Abrol, Sabrina Dhalla, Savita Gupta, Sukhwinder Singh, Ajay Mittal
An Automated Segmentation of Leukocytes Using Modified Watershed Algorithm on Peripheral Blood Smear Images. Wirel. Pers. Commun. 131 (1) (2023)
Sabrina Dhalla, Ajay Mittal, Savita Gupta, Jaskiran Kaur, Harshit, Harshdeep Kaur
A combination of simple and dilated convolution with attention mechanism in a feature pyramid network to segment leukocytes from blood smear images. Biomed. Signal Process. Control. 80 (Part) (2023)
Ishani Sharma, Savita Gupta
A Hybrid Machine Learning and Deep Learning Approach for Remote Sensing Scene Classification. ICCCNT (2023)
Rashmi Vishraj, Savita Gupta, Sukhwinder Singh
A comprehensive review of content-based image retrieval systems using deep learning and hand-crafted features in medical imaging: Research challenges and future directions. Comput. Electr. Eng. 104 (Part) (2022)
Gagan Singla, Savita Gupta, Lakhwinder Kaur
QACRM: QoS Aware AHP Based Cognitive Route Selection in MANETs. Wirel. Pers. Commun. 123 (3) (2022)
Ajay Mittal, Sabrina Dhalla, Savita Gupta, Aastha Gupta
Automated Analysis of Blood Smear Images for Leukemia Detection: A Comprehensive Review. ACM Comput. Surv. 54 (11s) (2022)
Mamta Garg, Ajatshatru Arora, Savita Gupta
An Efficient Human Identification Through Iris Recognition System. J. Signal Process. Syst. 93 (6) (2021)
Paramveer Kaur Sran, Savita Gupta, Sukhwinder Singh
Integrating saliency with fuzzy thresholding for brain tumor extraction in MR images. J. Vis. Commun. Image Represent. 74 (2021)
Paramveer Kaur Sran, Savita Gupta, Sukhwinder Singh
Visual Saliency Models Applied to ROI Detection for Brain MR Images: A Critical Appraisal and Future Prospects. SN Comput. Sci. 2 (3) (2021)
Paramveer Kaur Sran, Savita Gupta, Sukhwinder Singh
Segmentation based image compression of brain magnetic resonance images using visual saliency. Biomed. Signal Process. Control. 62 (2020)
Sabrina Dhalla, Ajay Mittal, Savita Gupta, Harleen Singh
Multi-model Ensemble to Classify Acute Lymphoblastic Leukemia in Blood Smear Images. ICPR Workshops (1) (2020)
Preeti Abrol, Savita Gupta
Social spider foraging-based optimal resource management approach for future cloud. J. Supercomput. 76 (3) (2020)
Preeti Abrol, Savita Gupta, Sukhwinder Singh
A QoS Aware Resource Placement Approach Inspired on the Behavior of the Social Spider Mating Strategy in the Cloud Environment. Wirel. Pers. Commun. 113 (4) (2020)
Gholamreza Kakamanshadi, Savita Gupta, Sukhwinder Singh
Fuzzy informer homed routing protocol for wireless sensor network. CoRR (2019)
Mandeep Kaur, Savita Gupta
A fusion framework based on fuzzy integrals for passive-blind image tamper detection. Clust. Comput. 22 (5) (2019)
Taranjit Kaur, Barjinder Singh Saini, Savita Gupta
An adaptive fuzzy K-nearest neighbor approach for MR brain tumor image classification using parameter free bat optimization algorithm. Multim. Tools Appl. 78 (15) (2019)
Gagan Deep, Lakhwinder Kaur, Savita Gupta
Local quantized extrema quinary pattern: a new descriptor for biomedical image indexing and retrieval. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6 (6) (2018)
Deepika Koundal, Savita Gupta, Sukhwinder Singh
Computer aided thyroid nodule detection system using medical ultrasound images. Biomed. Signal Process. Control. 40 (2018)
Taranjit Kaur, Barjinder Singh Saini, Savita Gupta
A novel feature selection method for brain tumor MR image classification based on the Fisher criterion and parameter-free Bat optimization. Neural Comput. Appl. 29 (8) (2018)
Taranjit Kaur, Barjinder Singh Saini, Savita Gupta
A joint intensity and edge magnitude-based multilevel thresholding algorithm for the automatic segmentation of pathological MR brain images. Neural Comput. Appl. 30 (4) (2018)
Gagan Deep, Lakhwinder Kaur, Savita Gupta
Local mesh ternary patterns: a new descriptor for MRI and CT biomedical image indexing and retrieval. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6 (2) (2018)
Jaskirat Singh, Sukhwinder Singh, Savita Gupta, Bir Singh Chavan
Analysis of Stimuli Discrimination in Indian Patients with Chronic Schizophrenia. ACSS (1) (2018)
Madan Lal, Lakhwinder Kaur, Savita Gupta
Modified spatial neutrosophic clustering technique for boundary extraction of tumours in B-mode BUS images. IET Image Process. 12 (8) (2018)
Raman Preet Singh, Savita Gupta, U. Rajendra Acharya
Segmentation of prostate contours for automated diagnosis using ultrasound images: A survey. J. Comput. Sci. 21 (2017)
Savita Gupta, Akshay Gore, Satish Kumar, Sneh Mani, P. K. Srivastava
Objective color image quality assessment based on Sobel magnitude. Signal Image Video Process. 11 (1) (2017)
Taranjit Kaur, Barjinder Singh Saini, Savita Gupta
Quantitative metric for MR brain tumour grade classification using sample space density measure of analytic intrinsic mode function representation. IET Image Process. 11 (8) (2017)
Mandeep Kaur, Savita Gupta
A Passive Blind Approach for Image Splicing Detection Based on DWT and LBP Histograms. SSCC (2016)
Deepika Koundal, Savita Gupta, Sukhwinder Singh
Automated delineation of thyroid nodules in ultrasound images using spatial neutrosophic clustering and level set. Appl. Soft Comput. 40 (2016)
Deepika Koundal, Savita Gupta, Sukhwinder Singh
Speckle reduction method for thyroid ultrasound images in neutrosophic domain. IET Image Process. 10 (2) (2016)
Simranjit Kaur, Vipul Sharma, Sukhwinder Singh, Savita Gupta
A content based framework for mass retrieval in mammograms. Medical Imaging: Computer-Aided Diagnosis (2014)
Mandeep Singh, Sukhwinder Singh, Savita Gupta
Investigations on ROI selection for liver classification. CCECE (2014)
Mandeep Singh, Sukhwinder Singh, Savita Gupta
An information fusion based method for liver classification using texture analysis of ultrasound images. Inf. Fusion 19 (2014)
Anupama Gupta, Harsh Kumar Verma, Savita Gupta
A hybrid framework for registration of carotid ultrasound images combining iconic and geometric features. Medical Biol. Eng. Comput. 51 (9) (2013)
Jatinder Singh, Lakhwinder Kaur, Savita Gupta
A cross-layer based intrusion detection technique for wireless networks. Int. Arab J. Inf. Technol. 9 (3) (2012)
Anupama Gupta, Harsh Kumar Verma, Savita Gupta
Technology and research developments in carotid image registration. Biomed. Signal Process. Control. 7 (6) (2012)
Deepika Koundal, Savita Gupta, Sukhwinder Singh
Survey of Computer-Aided Diagnosis of Thyroid Nodules in Medical Ultrasound Images. ACITY (2) (2012)
Mandeep Singh, Sukhwinder Singh, Savita Gupta
A new measure of echogenicity of ultrasound images for liver classification. CCECE (2011)
Jatinder Singh, Savita Gupta, Lakhwinder Kaur
A MAC Layer Based Defense Architecture for Reduction of Quality (RoQ) Attacks in Wireless LAN CoRR (2010)
Puja Bharti, Savita Gupta, Rajkumari Bhatia
Comparative Analysis of Image Compression Techniques: A Case Study on Medical Images. ARTCom (2009)
Lakhwinder Kaur, Savita Gupta, R. C. Chauhan, S. C. Saxena
Medical ultrasound image compression using joint optimization of thresholding quantization and best-basis selection of wavelet packets. Digit. Signal Process. 17 (1) (2007)
Savita Gupta, Lakhwinder Kaur, R. C. Chauhan, S. C. Saxena
A versatile technique for visual enhancement of medical ultrasound images. Digit. Signal Process. 17 (3) (2007)
Savita Gupta, R. C. Chauhan, S. C. Saxena
Robust non-homomorphic approach for speckle reduction in medical ultrasound images. Medical Biol. Eng. Comput. 43 (2) (2005)
Lakhwinder Kaur, Savita Gupta, R. C. Chauhan
Image Denoising Using Wavelet Thresholding. ICVGIP (2002)