Ajay Mittal

According to our database, Ajay Mittal authored at least 41 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep residual learning-based denoiser for medical X-ray images.

Ajay Mittal, Navdeep Kaur, Aastha Gupta, Gurprem Singh

Evol. Syst., December, 2024

TinyCheXReport: Compressed deep neural network for Chest X-ray report generation.

Fahd Saleh Alotaibi, Khaled Hamed Alyoubi, Ajay Mittal, Vishal Gupta, Navdeep Kaur

ACM Trans. Asian Low Resour. Lang. Inf. Process., September, 2024

Self-supervised learning for medical image analysis: a comprehensive review.

Veenu Rani, Munish Kumar, Aastha Gupta, Monika Sachdeva, Ajay Mittal, Krishan Kumar

Evol. Syst., August, 2024

Lung cancer survival prognosis using a two-stage modeling approach.

Preeti Aggarwal, Namrata Marwah, Ravreet Kaur, Ajay Mittal

Multim. Tools Appl., July, 2024

Federated learning: a comprehensive review of recent advances and applications.

Harmandeep Kaur, Veenu Rani, Munish Kumar, Monika Sachdeva, Ajay Mittal, Krishan Kumar

Multim. Tools Appl., May, 2024

LeukoCapsNet: a resource-efficient modified CapsNet model to identify leukemia from blood smear images.

Sabrina Dhalla, Ajay Mittal, Savita Gupta

Neural Comput. Appl., February, 2024

Handwriting-based gender classification using machine learning techniques.

Shaveta Dargan, Munish Kumar, Ajay Mittal, Krishan Kumar

Multim. Tools Appl., 2024

2023

Worddeepnet: handwritten gurumukhi word recognition using convolutional neural network.

Harmandeep Kaur, Shally Bansal, Munish Kumar, Ajay Mittal, Krishan Kumar

Multim. Tools Appl., December, 2023

Integrating explainability into deep learning-based models for white blood cells classification.

Kunal Bhatia, Sabrina Dhalla, Ajay Mittal, Savita Gupta, Aastha Gupta, Alka Jindal

Comput. Electr. Eng., September, 2023

An Automated Segmentation of Leukocytes Using Modified Watershed Algorithm on Peripheral Blood Smear Images.

Vipasha Abrol, Sabrina Dhalla, Savita Gupta, Sukhwinder Singh, Ajay Mittal

Wirel. Pers. Commun., 2023

Bagging: An Ensemble Approach for Recognition of Handwritten Place Names in Gurumukhi Script.

Harmandeep Kaur, Munish Kumar, Aastha Gupta, Monika Sachdeva, Ajay Mittal, Krishan Kumar

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023

CheXPrune: sparse chest X-ray report generation model using multi-attention and one-shot global pruning.

Navdeep Kaur, Ajay Mittal

J. Ambient Intell. Humaniz. Comput., 2023

Transfer learning for image classification using VGG19: Caltech-101 image data set.

Monika Bansal, Munish Kumar, Monika Sachdeva, Ajay Mittal

J. Ambient Intell. Humaniz. Comput., 2023

A combination of simple and dilated convolution with attention mechanism in a feature pyramid network to segment leukocytes from blood smear images.

Sabrina Dhalla, Ajay Mittal, Savita Gupta, Jaskiran Kaur, Harshit, Harshdeep Kaur

Biomed. Signal Process. Control., 2023

Recent Trends To Detect Melanoma Using Dermoscopic Images: A Survey.

Uma Sharma, Preeti Aggarwal, Ajay Mittal

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Monitoring and Impact Assessment of Farm Practices in Horticulture Crops with Digital Twins.

Rushikesh Kulat, Ruturaj Patil, Swagatam Bose Choudhury, Ajay Mittal, Sanat Sarangi, Mariappan Sakkan, Hemavathy B, Dineshkumar Singh, Srinivasu Pappula

Proceedings of the IEEE Global Humanitarian Technology Conference, 2023

Robust Detection of Plant Features with Overhead Imaging in a Range of Crop and Weed Scenarios.

Sanket Junagade, Swagatam Bose Choudhury, Ruturaj Patil, Ajay Mittal, Sanat Sarangi, Nandan Rajpoot, Suresh Neelakandan, Dineshkumar Singh, Srinivasu Pappula

Proceedings of the IEEE Global Humanitarian Technology Conference, 2023

2022

Automated Analysis of Blood Smear Images for Leukemia Detection: A Comprehensive Review.

Ajay Mittal, Sabrina Dhalla, Savita Gupta, Aastha Gupta

ACM Comput. Surv., January, 2022

Artificial Intelligence for Cybersecurity: Recent Advancements, Challenges and Opportunities.

Veenu Rani, Munish Kumar, Ajay Mittal, Krishan Kumar

Proceedings of the Robotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities, 2022

Methods for automatic generation of radiological reports of chest radiographs: a comprehensive survey.

Navdeep Kaur, Ajay Mittal, Gurprem Singh

Multim. Tools Appl., 2022

RadioBERT: A deep learning-based system for medical report generation from chest X-ray images using contextual embeddings.

Navdeep Kaur, Ajay Mittal

J. Biomed. Informatics, 2022

CADxReport: Chest x-ray report generation using co-attention mechanism and reinforcement learning.

Navdeep Kaur, Ajay Mittal

Comput. Biol. Medicine, 2022

2021

Investigating the Performance of Hyperspectral and Simulated Sentinel-2 Data for Soybean Canopy Nitrogen Estimation.

Jayantrao Mohite, Suryakant A. Sawant, Ankur Pandit, Ajay Mittal, Srinivasu Pappula

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

A Novel Ensemble Method for PTB Classification in CXRs.

Rahul Hooda, Ajay Mittal, Sanjeev Sofat

Wirel. Pers. Commun., 2020

ResDNN: deep residual learning for natural image denoising.

Gurprem Singh, Ajay Mittal, Naveen Aggarwal

IET Image Process., 2020

Multi-model Ensemble to Classify Acute Lymphoblastic Leukemia in Blood Smear Images.

Sabrina Dhalla, Ajay Mittal, Savita Gupta, Harleen Singh

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

3D convolutional neural network for object recognition: a review.

Rahul Dev Singh, Ajay Mittal, Rajesh K. Bhatia

Multim. Tools Appl., 2019

Automated TB classification using ensemble of deep architectures.

Rahul Hooda, Ajay Mittal, Sanjeev Sofat

Multim. Tools Appl., 2019

Deep Convolution Neural Network Based Denoiser for Mammographic Images.

Gurprem Singh, Ajay Mittal, Naveen Aggarwal

Proceedings of the Advances in Computing and Data Sciences, 2019

2018

LF-SegNet: A Fully Convolutional Encoder-Decoder Network for Segmenting Lung Fields from Chest Radiographs.

Ajay Mittal, Rahul Hooda, Sanjeev Sofat

Wirel. Pers. Commun., 2018

An Efficient Variant of Fully-Convolutional Network for Segmenting Lung Fields from Chest Radiographs.

Rahul Hooda, Ajay Mittal, Sanjeev Sofat

Wirel. Pers. Commun., 2018

Understanding Direct Store Delivery: Design, Evaluation & Implications.

Ajay Mittal

Proceedings of the 9th International Conference on HCI, IndiaHCI 2018, Bangalore, 2018

IoT-Based Precision Monitoring of Horticultural Crops - A Case-Study on Cabbage and Capsicum.

Ajay Mittal, Sanat Sarangi, Saranya Ramanath, Prakruti V. Bhatt, Rahul Sharma, Srinivasu Pappula

Proceedings of the 2018 IEEE Global Humanitarian Technology Conference, 2018

2017

Lung field segmentation in chest radiographs: a historical review, current status, and expectations from deep learning.

Ajay Mittal, Rahul Hooda, Sanjeev Sofat

IET Image Process., 2017

Deep-learning: A potential method for tuberculosis detection using chest radiography.

Rahul Hooda, Sanjeev Sofat, Simranpreet Kaur, Ajay Mittal, Fabrice Mériaudeau

Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

2014

Obstacle detection by means of stereo feature matching.

Ajay Mittal, Abdelaziz Bensrhair, Edwin R. Hancock

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2012

Application of Complete Local Binary Pattern Method for facial expression recognition.

Suryakant Singh, Ritesh Maurya, Ajay Mittal

Proceedings of the 4th International Conference on Intelligent Human Computer Interaction, 2012

A Statistical Operator for Detecting Weak Edges in Low Contrast Images.

Ajay Mittal, Sanjeev Sofat, Edwin R. Hancock, Stéphane Mousset

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

An Efficient Scheme for Color Edge Detection in Uniform Color Space.

Ajay Mittal, Sanjeev Sofat, Edwin R. Hancock

Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012

Detection of Edges in Color Images: A Review and Evaluative Comparison of State-of-the-Art Techniques.

Ajay Mittal, Sanjeev Sofat, Edwin R. Hancock

Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012

1999

Hierarchical Delay Fault Simulation.

C. P. Ravikumar, Ajay Mittal

Proceedings of the 12th International Conference on VLSI Design (VLSI Design 1999), 1999