Ajay Mittal

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 32

Top Topics

Chest Radiographs

Word Recognition

Top Venues

Multim. Tools Appl.

Wirel. Pers. Commun.

IET Image Process.

Publications

Shaveta Dargan, Munish Kumar, Ajay Mittal, Krishan Kumar
Handwriting-based gender classification using machine learning techniques. Multim. Tools Appl. 83 (7) (2024)
Preeti Aggarwal, Namrata Marwah, Ravreet Kaur, Ajay Mittal
Lung cancer survival prognosis using a two-stage modeling approach. Multim. Tools Appl. 83 (22) (2024)
Harmandeep Kaur, Veenu Rani, Munish Kumar, Monika Sachdeva, Ajay Mittal, Krishan Kumar
Federated learning: a comprehensive review of recent advances and applications. Multim. Tools Appl. 83 (18) (2024)
Veenu Rani, Munish Kumar, Aastha Gupta, Monika Sachdeva, Ajay Mittal, Krishan Kumar
Self-supervised learning for medical image analysis: a comprehensive review. Evol. Syst. 15 (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)
Harmandeep Kaur, Shally Bansal, Munish Kumar, Ajay Mittal, Krishan Kumar
Worddeepnet: handwritten gurumukhi word recognition using convolutional neural network. Multim. Tools Appl. 82 (30) (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)
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)
Uma Sharma, Preeti Aggarwal, Ajay Mittal
Recent Trends To Detect Melanoma Using Dermoscopic Images: A Survey. ICCCNT (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)
Harmandeep Kaur, Munish Kumar, Aastha Gupta, Monika Sachdeva, Ajay Mittal, Krishan Kumar
Bagging: An Ensemble Approach for Recognition of Handwritten Place Names in Gurumukhi Script. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (7) (2023)
Rushikesh Kulat, Ruturaj Patil, Swagatam Bose Choudhury, Ajay Mittal, Sanat Sarangi, Mariappan Sakkan, Hemavathy B, Dineshkumar Singh, Srinivasu Pappula
Monitoring and Impact Assessment of Farm Practices in Horticulture Crops with Digital Twins. GHTC (2023)
Sanket Junagade, Swagatam Bose Choudhury, Ruturaj Patil, Ajay Mittal, Sanat Sarangi, Nandan Rajpoot, Suresh Neelakandan, Dineshkumar Singh, Srinivasu Pappula
Robust Detection of Plant Features with Overhead Imaging in a Range of Crop and Weed Scenarios. GHTC (2023)
Monika Bansal, Munish Kumar, Monika Sachdeva, Ajay Mittal
Transfer learning for image classification using VGG19: Caltech-101 image data set. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Navdeep Kaur, Ajay Mittal
CheXPrune: sparse chest X-ray report generation model using multi-attention and one-shot global pruning. J. Ambient Intell. Humaniz. Comput. 14 (6) (2023)
Navdeep Kaur, Ajay Mittal, Gurprem Singh
Methods for automatic generation of radiological reports of chest radiographs: a comprehensive survey. Multim. Tools Appl. 81 (10) (2022)
Navdeep Kaur, Ajay Mittal
RadioBERT: A deep learning-based system for medical report generation from chest X-ray images using contextual embeddings. J. Biomed. Informatics 135 (2022)
Navdeep Kaur, Ajay Mittal
CADxReport: Chest x-ray report generation using co-attention mechanism and reinforcement learning. Comput. Biol. Medicine 145 (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)
Jayantrao Mohite, Suryakant A. Sawant, Ankur Pandit, Ajay Mittal, Srinivasu Pappula
Investigating the Performance of Hyperspectral and Simulated Sentinel-2 Data for Soybean Canopy Nitrogen Estimation. IGARSS (2021)
Rahul Hooda, Ajay Mittal, Sanjeev Sofat
A Novel Ensemble Method for PTB Classification in CXRs. Wirel. Pers. Commun. 112 (2) (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)
Gurprem Singh, Ajay Mittal, Naveen Aggarwal
ResDNN: deep residual learning for natural image denoising. IET Image Process. 14 (11) (2020)
Gurprem Singh, Ajay Mittal, Naveen Aggarwal
Deep Convolution Neural Network Based Denoiser for Mammographic Images. ICACDS (1) (2019)
Rahul Dev Singh, Ajay Mittal, Rajesh K. Bhatia
3D convolutional neural network for object recognition: a review. Multim. Tools Appl. 78 (12) (2019)
Rahul Hooda, Ajay Mittal, Sanjeev Sofat
Automated TB classification using ensemble of deep architectures. Multim. Tools Appl. 78 (22) (2019)
Rahul Hooda, Ajay Mittal, Sanjeev Sofat
An Efficient Variant of Fully-Convolutional Network for Segmenting Lung Fields from Chest Radiographs. Wirel. Pers. Commun. 101 (3) (2018)
Ajay Mittal, Rahul Hooda, Sanjeev Sofat
LF-SegNet: A Fully Convolutional Encoder-Decoder Network for Segmenting Lung Fields from Chest Radiographs. Wirel. Pers. Commun. 101 (1) (2018)
Ajay Mittal
Understanding Direct Store Delivery: Design, Evaluation & Implications. IndiaHCI (2018)
Ajay Mittal, Sanat Sarangi, Saranya Ramanath, Prakruti V. Bhatt, Rahul Sharma, P. Srinivasu
IoT-Based Precision Monitoring of Horticultural Crops - A Case-Study on Cabbage and Capsicum. GHTC (2018)
Rahul Hooda, Sanjeev Sofat, Simranpreet Kaur, Ajay Mittal, Fabrice Mériaudeau
Deep-learning: A potential method for tuberculosis detection using chest radiography. ICSIPA (2017)
Ajay Mittal, Rahul Hooda, Sanjeev Sofat
Lung field segmentation in chest radiographs: a historical review, current status, and expectations from deep learning. IET Image Process. 11 (11) (2017)
Ajay Mittal, Abdelaziz Bensrhair, Edwin R. Hancock
Obstacle detection by means of stereo feature matching. ICIP (2014)
Ajay Mittal, Sanjeev Sofat, Edwin R. Hancock, Stéphane Mousset
A Statistical Operator for Detecting Weak Edges in Low Contrast Images. ICIAR (1) (2012)
Ajay Mittal, Sanjeev Sofat, Edwin R. Hancock
Detection of Edges in Color Images: A Review and Evaluative Comparison of State-of-the-Art Techniques. AIS (2012)
Suryakant Singh, Ritesh Maurya, Ajay Mittal
Application of Complete Local Binary Pattern Method for facial expression recognition. IHCI (2012)
Ajay Mittal, Sanjeev Sofat, Edwin R. Hancock
An Efficient Scheme for Color Edge Detection in Uniform Color Space. AIS (2012)
C. P. Ravikumar, Ajay Mittal
Hierarchical Delay Fault Simulation. VLSI Design (1999)