Ujjwal Verma

According to our database, Ujjwal Verma authored at least 37 papers between 2014 and 2024.

Collaborative distances:

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

2024

Recent Advances in Machine Learning for Remote Sensing Toward the Sustainable Development Goals.

Ujjwal Verma, Dalton D. Lunga, Ronny Hänsch, Claudio Persello, Silvia Liberata Ullo

IEEE Geosci. Remote. Sens. Lett., 2024

MSFFT: Multi-Scale Feature Fusion Transformer for cross platform vehicle re-identification.

B. Ashutosh Holla, Manohara Pai M. M., Ujjwal Verma, Radhika M. Pai

Neurocomputing, 2024

SolarPanel Segmentation : Self-Supervised Learning for Imperfect Datasets.

Sankarshanaa Sagaram, Aditya Kasliwal, Krish Didwania, Laven Srivastava, Pallavi Kailas, Ujjwal Verma

CoRR, 2024

Towards Interpretable Machine Learning Metrics For Earth Observation Image Analysis.

Ujjwal Verma, Dalton D. Lunga, Abhishek Potnis

Proceedings of the IGARSS 2024, 2024

Solar Panel Segmentation: Self-Supervised Learning Solutions for Imperfect Datasets.

Sankarshanaa Sagaram, Laven Srivastava, Krish Didwania, Aditya Kasliwal, Pallavi Kailas, Ujjwal Verma

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023

Pattern detection and prediction using deep learning for intelligent decision support to identify fish behaviour in aquaculture.

Shreesha Surathkal, Manohara M. M. Pai, Radhika M. Pai, Ujjwal Verma

Ecol. Informatics, December, 2023

Texture based prototypical network for few-shot semantic segmentation of forest cover: Generalizing for different geographical regions.

Gokul Puthumanaillam, Ujjwal Verma

Neurocomputing, June, 2023

There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation.

Michael Schmitt, Seyed Ali Ahmadi, Yonghao Xu, Gülsen Taskin, Ujjwal Verma, Francescopaolo Sica, Ronny Hänsch

CoRR, 2023

Fish Tracking and Continual Behavioral Pattern Clustering Using Novel Sillago Sihama Vid (SSVid).

Shreesha Surathkal, M. M. Manohara Pai, Ujjwal Verma, Radhika M. Pai

IEEE Access, 2023

Enhanced Vehicle Re-Identification for Smart City Applications Using Zone Specific Surveillance.

B. Ashutosh Holla, M. M. Manohara Pai, Ujjwal Verma, Radhika M. Pai

IEEE Access, 2023

Improved Semantic Segmentation for Identification of Flooded Regions in UAV Aerial Images: A Transformer-Based Approach.

Ujjwal Verma, Gokul Puthumanaillam

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

ARD, FAIR Earth Observation Principles, Data Fusion: Where are we and where do we need to go?

Dalton D. Lunga, Ronny Hänsch, Ujjwal Verma, Fabio Pacifici, George Percivall, Silvia Liberata Ullo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Cross-Geography Generalization of Machine Learning Methods for Classification of Flooded Regions in Aerial Images.

Sushant Lenka, Pratyush Kerhalkar, Pranav Shetty, Harsh Gupta, Bhavam Vidyarthi, Ujjwal Verma

CoRR, 2022

Enhanced Vehicle Re-identification for ITS: A Feature Fusion approach using Deep Learning.

B. Ashutosh Holla, M. M. Manohara Pai, Ujjwal Verma, Radhika M. Pai

CoRR, 2022

Texture based Prototypical Network for Few-Shot Semantic Segmentation of Forest Cover: Generalizing for Different Geographical Regions.

Gokul P, Ujjwal Verma

CoRR, 2022

Contextual Information Based Anomaly Detection for a Multi-Scene UAV Aerial Videos.

Girisha S, Ujjwal Verma, M. M. Manohara Pai, Radhika M. Pai

CoRR, 2022

Comparison of Texture Classifiers with Deep Learning Methods for Flooded Region Identification in UAV Aerial Images.

Ujjwal Verma, Arsh Tangri

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Recent Trends and Challenges in Analysis of UAV Aerial Images for Post-Disaster Scene Understanding.

Ujjwal Verma

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Texture Aware Unsupervised Segmentation for Assessment of Flood Severity in UAV Aerial Images.

Sushant Lenka, Bhavam Vidyarthi, Neil Sequeira, Ujjwal Verma

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information.

Girisha S, Ujjwal Verma, M. M. Manohara Pai, Radhika M. Pai

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

DeepRivWidth : Deep learning based semantic segmentation approach for river identification and width measurement in SAR images of Coastal Karnataka.

Ujjwal Verma, Arjun Chauhan, M. M. Manohara Pai, Radhika M. Pai

Comput. Geosci., 2021

Evaluating Predictive Uncertainty and Robustness to Distributional Shift Using Real World Data.

Kumud Lakara, Akshat Bhandari, Pratinav Seth, Ujjwal Verma

CoRR, 2021

Weed Density and Distribution Estimation for Precision Agriculture Using Semi-Supervised Learning.

Shantam Shorewala, Armaan Ashfaque, Sidharth R, Ujjwal Verma

IEEE Access, 2021

Enhancement of PSNR based Anomaly Detection in Surveillance Videos using Penalty Modules.

Bhavam Vidyarthi, Neil Sequeira, Sushant Lenka, Ujjwal Verma

Proceedings of the IEEE Region 10 Conference, 2021

Behavioural Pattern Analysis of Fishes for Smart Aquaculture: An Object Centric Approach.

Shreesha Surathkal, Manohara Pai M. M., Ujjwal Verma, Radhika M. Pai, Girisha S

Proceedings of the IEEE Region 10 Conference, 2021

Flood Magnitude Assessment from UAV Aerial Videos Based on Image Segmentation and Similarity.

Ananya Sharma, Ujjwal Verma

Proceedings of the IEEE Region 10 Conference, 2021

Anomaly Detection Using Classification CNN Models: A Video Analytic Approach.

Girisha S, M. M. Manohara Pai, Ujjwal Verma, Radhika M. Pai, Shreesha Surathkal

Proceedings of the IEEE Region 10 Conference, 2021

Vehicle Re-identification in Smart City Transportation using Hybrid Surveillance Systems.

B. Ashutosh Holla, M. M. Manohara Pai, Ujjwal Verma, Radhika M. Pai

Proceedings of the IEEE Region 10 Conference, 2021

BERT based Transformers lead the way in Extraction of Health Information from Social Media.

Sidharth R, Abhiraj Tiwari, Parthivi Choubey, Saisha Kashyap, Sahil Khose, Kumud Lakara, Nishesh Singh, Ujjwal Verma

Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021

2020

Improved Semantic Segmentation of Water Bodies and Land in SAR Images Using Generative Adversarial Networks.

M. M. Manohara Pai, Vaibhav Mehrotra, Ujjwal Verma, Radhika M. Pai

Int. J. Semantic Comput., 2020

2019

Performance Analysis of Semantic Segmentation Algorithms for Finely Annotated New UAV Aerial Video Dataset (ManipalUAVid).

Girisha S, M. M. Manohara Pai, Ujjwal Verma, Radhika M. Pai

IEEE Access, 2019

Semantic Segmentation of UAV Aerial Videos using Convolutional Neural Networks.

Girisha S, M. M. Manohara Pai, Ujjwal Verma, Radhika M. Pai

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2019

Automatic Segmentation of River and Land in SAR Images: A Deep Learning Approach.

M. M. Manohara Pai, Vaibhav Mehrotra, Shreyas Aiyar, Ujjwal Verma, Radhika M. Pai

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2019

2018

Modeling And Simulation Of Bioheat Powered Subcutaneous Thermoelectric Generator.

Ujjwal Verma, Jakob Bernhardt, Dennis Hohlfeld

Proceedings of the European Conference on Modelling and Simulation, 2018

2015

Segmentation and size estimation of tomatoes from sequences of paired images.

Ujjwal Verma, Florence Rossant, Isabelle Bloch

EURASIP J. Image Video Process., 2015

2014

Segmentation of Tomatoes in Open Field Images with Shape and Temporal Constraints.

Ujjwal Verma, Florence Rossant, Isabelle Bloch, Julien Orensanz, Denis Boisgontier

Proceedings of the Pattern Recognition Applications and Methods, 2014

Shape-based Segmentation of Tomatoes for Agriculture Monitoring.

Ujjwal Verma, Florence Rossant, Isabelle Bloch, Julien Orensanz, Denis Boisgontier

Proceedings of the ICPRAM 2014, 2014