Tanima Dutta

Orcid: 0000-0002-2801-0687

Affiliations:
  • Indian Institute of Technology Indore, Department of Computer Science and Engineering
  • Tata Consultancy Services Innovation Labs, Bengaluru, India


According to our database1, Tanima Dutta authored at least 91 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

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Bibliography

2024
UAV-ITD: UAV Image Text Detection Dataset.
Dataset, January, 2024

Image-Relevant Entities Knowledge-Aware News Image Captioning.
IEEE Multim., 2024

Towards Understanding and Improving Adversarial Robustness of Vision Transformers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Stronger and Transferable Node Injection Attacks.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Emotion and Gesture Guided Action Recognition in Videos Using Supervised Deep Networks.
IEEE Trans. Comput. Soc. Syst., October, 2023

Survey on Sensors and Smart Devices for IoT Enabled Intelligent Healthcare System.
Wirel. Pers. Commun., August, 2023

A Dataset of Inertial Measurement Units for Handwritten English Alphabets: Leveraging Diversity in Indian Context.
Dataset, July, 2023

Fall-Perceived Action Recognition of Persons With Neurological Disorders Using Semantic Supervision.
IEEE Trans. Cogn. Dev. Syst., March, 2023

Leveraging Augmented Intelligence of Things to Enhance Lifetime of UAV-Enabled Aerial Networks.
IEEE Trans. Ind. Informatics, 2023

Supervised Attention Network for Arbitrary-Shaped Text Detection in Edge-Fainted Noisy Scene Images.
IEEE Trans. Comput. Soc. Syst., 2023

Leveraging Weighted Cross-Graph Attention for Visual and Semantic Enhanced Video Captioning Network.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
An Energy Efficient Smart Metering System Using Edge Computing in LoRa Network.
IEEE Trans. Sustain. Comput., 2022

A Sensors Based Deep Learning Model for Unseen Locomotion Mode Identification using Multiple Semantic Matrices.
IEEE Trans. Mob. Comput., 2022

A Bayesian Game Based Approach for Associating the Nodes to the Gateway in LoRa Network.
IEEE Trans. Intell. Transp. Syst., 2022

Met-MLTS: Leveraging Smartphones for End-to-End Spotting of Multilingual Oriented Scene Texts and Traffic Signs in Adverse Meteorological Conditions.
IEEE Trans. Intell. Transp. Syst., 2022

Secure Industrial IoT Task Containerization With Deadline Constraint: A Stackelberg Game Approach.
IEEE Trans. Ind. Informatics, 2022

An Efficient Reversible Digital Oil Painting Technique for Smartphone and Tablet Users.
IEEE Trans. Ind. Electron., 2022

FactorNet: Holistic Actor, Object, and Scene Factorization for Action Recognition in Videos.
IEEE Trans. Circuits Syst. Video Technol., 2022

A Leaf Disease Detection Mechanism Based on L1-Norm Minimization Extreme Learning Machine.
IEEE Geosci. Remote. Sens. Lett., 2022

A Sensors-Based River Water Quality Assessment System Using Deep Neural Network.
IEEE Internet Things J., 2022

Suppressing Noise from Built Environment Datasets to Reduce Communication Rounds for Convergence of Federated Learning.
CoRR, 2022

Improving Age of Information with Interference Problem in Long-Range Wide Area Networks.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

A low-cost driving risk prediction system for hilly roads via surveillance cameras and onsite webcams: poster abstract.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

A Fast, Multi-Camera, and Intelligent System for Exact Stampede Detection in Large Crowds.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Crowd crush detection in large mass gatherings via federated learning across multicamera environment: poster abstract.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Noise-Resilient Federated Learning: Suppressing Noisy Labels in the Local Datasets of Participants.
Proceedings of the IEEE INFOCOM 2022, 2022

2021
Sensor Data of Mobile Sink for Precision Agriculture.
Dataset, April, 2021

A Fault-Tolerant Early Classification Approach for Human Activities Using Multivariate Time Series.
IEEE Trans. Mob. Comput., 2021

An Unseen Fault Classification Approach for Smart Appliances Using Ongoing Multivariate Time Series.
IEEE Trans. Ind. Informatics, 2021

An Energy-Efficient River Water Pollution Monitoring System in Internet of Things.
IEEE Trans. Green Commun. Netw., 2021

Analysis, Modeling, and Representation of COVID-19 Spread: A Case Study on India.
IEEE Trans. Comput. Soc. Syst., 2021

Real Testbed for Autonomous Anomaly Detection in Power Grid Using Low-Cost Unmanned Aerial Vehicles and Aerial Imaging.
IEEE Multim., 2021

Smart Sensing for Agriculture: Applications, Advancements, and Challenges.
IEEE Consumer Electron. Mag., 2021

A Game Theory-based Transportation System using Fog Computing for Passenger Assistance.
Proceedings of the 22nd IEEE International Symposium on a World of Wireless, 2021

Towards Identifying Internet Applications Using Early Classification of Traffic Flow.
Proceedings of the IFIP Networking Conference, 2021

A Network Resource Aware Federated Learning Approach using Knowledge Distillation.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

A lightweight Compression-based Energy-Efficient Smart Metering System in Long-Range Network.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

A Deep Learning based Traffic Flow Classification with Just a Few Packets.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Unseen Locomotion Mode Detection Problems using Inertial Sensors.
Proceedings of the 13th International Conference on COMmunication Systems & NETworkS, 2021

2020
Accelerometer, Gyroscope, and Magnetometer Sensors based Data for Recognizing Handwritten Digits.
Dataset, April, 2020

Estimation of Time Duration for Using the Allocated LoRa Spreading Factor: A Game-Theory Approach.
IEEE Trans. Veh. Technol., 2020

Energy Efficient Data Forwarding Scheme in Fog-Based Ubiquitous System With Deadline Constraints.
IEEE Trans. Netw. Serv. Manag., 2020

An Incentive Mechanism-Based Stackelberg Game for Scheduling of LoRa Spreading Factors.
IEEE Trans. Netw. Serv. Manag., 2020

An Early Classification Approach for Multivariate Time Series of On-Vehicle Sensors in Transportation.
IEEE Trans. Intell. Transp. Syst., 2020

A Divide-and-Conquer-based Early Classification Approach for Multivariate Time Series with Different Sampling Rate Components in IoT.
ACM Trans. Internet Things, 2020

An Incremental Learning Based Gesture Recognition System for Consumer Devices Using Edge-Fog Computing.
IEEE Trans. Consumer Electron., 2020

Approaches and Applications of Early Classification of Time Series: A Review.
IEEE Trans. Artif. Intell., 2020

Leveraging Smart Devices for Scene Text Preserved Image Stylization: A Deep Gaming Approach.
IEEE Multim., 2020

A Survey on Deep Neural Network Compression: Challenges, Overview, and Solutions.
CoRR, 2020

Cluttered TextSpotter: An End-to-End Trainable Light-Weight Scene Text Spotter for Cluttered Environment.
IEEE Access, 2020

Teacher, trainee, and student based knowledge distillation technique for monitoring indoor activities: poster abstract.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Towards Identifying Alien Appliances using Semantic Information.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

A Nodes Scheduling Approach for Effective Use of Gateway in Dense LoRa Networks.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019
A Target Tracking System Using Directional Nodes in Wireless Sensor Networks.
IEEE Syst. J., 2019

Challenges and solutions in Software Defined Networking: A survey.
J. Netw. Comput. Appl., 2019

Game Theory based Early Classification of Rivers using Time Series Data.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

A Stackelberg Game based River Water Pollution Monitoring System using LoRa Technology.
Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

An Adaptive Power level Allocation Model in LoRa for Internet of Things.
Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

Early Classification Approach for Multivariate Time Series using Sensors of Different Sampling Rate.
Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

2018
Coverage and Connectivity in WSNs: A Survey, Research Issues and Challenges.
IEEE Access, 2018

Using Cyber Physical Systems to Map Water Quality Over Large Water Bodies.
Proceedings of the 2018 IEEE SENSORS, New Delhi, India, October 28-31, 2018, 2018

Robust Scene Text Detection with Deep Feature Pyramid Network and CNN based NMS Model.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

An Efficient System for Hazy Scene Text Detection using a Deep CNN and Patch-NMS.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Recurrent Global Convolutional Network for Scene Text Detection.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A mathematical equation solving system using accelerometer sensor.
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

An interactive writing monitoring system for kids.
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

Fog based energy efficient ubiquitous systems.
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

A traffic engineering framework for maximizing network revenue in software defined network.
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

A Minimum Cost Real-Time Ubiquitous Computing System Using Edge-Fog-Cloud.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2018

A Real-time Precision Agriculture Monitoring System using Mobile Sink in WSNs.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2018

A Supervised Approach-based Job Scheduling Technique for Distributed Real-Time Systems.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2018

2017
Analysis of Coverage Under Border Effects in Three-Dimensional Mobile Sensor Networks.
IEEE Trans. Mob. Comput., 2017

Leveraging Smart Devices for Automatic Mood-Transferring in Real-Time Oil Painting.
IEEE Trans. Ind. Electron., 2017

Text preserving animation generation using smart device.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Fast text detection from single hazy image using smart device.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

S-Pencil: A Smart Pencil Grip Monitoring System for Kids Using Sensors.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

A supervised approach towards network control system modelling.
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017

2016
An Efficient Framework for Compressed Domain Watermarking in P Frames of High-Efficiency Video Coding (HEVC)-Encoded Video.
ACM Trans. Multim. Comput. Commun. Appl., 2016

A robust watermarking framework for High Efficiency Video Coding (HEVC) - Encoded video with blind extraction process.
J. Vis. Commun. Image Represent., 2016

Poster: The Future to Personalize Medicine Is in Your Smart-device.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Poster: A Real-time Cattle Recognition System using Wireless Multimedia Networks.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Poster: A Step Towards Smart Traffic Sign Board by Smart Devices.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

A Fast Cattle Recognition System using Smart devices.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

A fast identity-independent expression recognition system for robust cartoonification using smart devices.
Proceedings of the Tenth Indian Conference on Computer Vision, 2016

2015
A Real-Time Framework for Detection of Long Linear Infrastructural Objects in Aerial Imagery.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

Image Analysis-Based Automatic Detection of Transmission Towers using Aerial Imagery.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Image Analysis-Based Automatic Utility Pole Detection for Remote Surveillance.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014
An efficient bandwidth aggregation algorithm using game theory for multimedia transmission.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

2013
Motion compensated compressed domain watermarking.
Proceedings of the ACM Multimedia Conference, 2013

MCRD: Motion coherent region detection in H.264 compressed video.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

2012
Steganographic algorithm based on parametric discrete cosine transform.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012


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