Sounak Dey

Orcid: 0000-0001-6704-6810

According to our database1, Sounak Dey authored at least 44 papers between 2010 and 2024.

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

Timeline

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PhD thesis 
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Bibliography

2024
Atrial Fibrillation Detector from ECG on Wearable Edge Devices using Spiking Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2024

2023
Online time-series forecasting using spiking reservoir.
Neurocomputing, 2023

Mutual Information based Efficient Spike Encoding on FPGA.
Proceedings of the 36th International Conference on VLSI Design and 2023 22nd International Conference on Embedded Systems, 2023

StereoGest-SNN: Robust Gesture Detection With Stereo Acoustic Setup Using Spiking Neural Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Low-Power Lossless Image Compression on Small Satellite Edge using Spiking Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2023

Low Power & Low Latency Cloud Cover Detection in Small Satellites Using On-board Neuromorphic Processors.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Efficient Optimized Spike Encoding of Multivariate Time-series.
Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

EchoWrite-SNN: Acoustic Based Air-Written Shape Recognition Using Spiking Neural Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Efficient Time Series Classification using Spiking Reservoir.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Real-time Lexicon-free Scene Text Retrieval.
Pattern Recognit., 2021

Localizing Infinity-shaped fishes: Sketch-guided object localization in the wild.
CoRR, 2021

Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020
Mapping between Images and Conceptual Spaces: Sketch-based Image Retrieval.
PhD thesis, 2020

Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

A Reservoir-based Convolutional Spiking Neural Network for Gesture Recognition from DVS Input.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Application of Spiking Neural Networks for Action Recognition from Radar Data.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Evaluation of word spotting under improper segmentation scenario.
Int. J. Document Anal. Recognit., 2019

A Distributed Semantic Knowledge Framework for Collaborative Robotics.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Non-deterministic Behavior of Ranking-Based Metrics When Evaluating Embeddings.
Proceedings of the Reproducible Research in Pattern Recognition, 2018

Knowledge Based Hierarchical Decomposition of Industry 4.0 Robotic Automation Tasks.
Proceedings of the IECON 2018, 2018

Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Semantic knowledge driven utility calculation towards efficient multi-robot task allocation.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

Modelling HTM Learning and Prediction for Robotic Path-Learning.
Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018

Aligning Salient Objects to Queries: A Multi-modal and Multi-object Image Retrieval Framework.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Script independent approach for multi-oriented text detection in scene image.
Neurocomputing, 2017

SigNet: Convolutional Siamese Network for Writer Independent Offline Signature Verification.
CoRR, 2017

Handwriting Recognition by Attribute Embedding and Recurrent Neural Networks.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Improving Information Retrieval in Multiwriter Scenario by Exploiting the Similarity Graph of Document Terms.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Bringing Back Hieroglyph.
Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

Shallow Neural Network Model for Hand-Drawn Symbol Recognition in Multi-Writer Scenario.
Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

Semantic data exchange between collaborative robots in fog environment: Can CoAP be a choice?
Proceedings of the Global Internet of Things Summit, 2017

2016
Evaluation of the Effect of Improper Segmentation on Word Spotting.
CoRR, 2016

Local Binary Pattern for Word Spotting in Handwritten Historical Document.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

KSD: An Ontology-Driven Yet Semantically Transparent Application Development Tool.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Workshops, 2016

2015
Demo: A Smart Framework for IoT Analytic Workflow Development.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

A Semantic Algorithm Repository and Workflow Designer Tool: Signal Processing Use Case.
Proceedings of the Internet of Things. IoT Infrastructures, 2015

Organization and management of Semantic Sensor information using SSN ontology: An energy meter use case.
Proceedings of the 9th International Conference on Sensing Technology, 2015

2014
Sensor knowledge representation with spatiotemporal annotation: An energy sensor ontology use case.
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Capturing Semantics of Energy Meter.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2014

2013
A comprehensive sensor taxonomy and semantic knowledge representation: Energy meter use case.
Proceedings of the Seventh International Conference on Sensing Technology, 2013

2011
An Interactive Social Boarding System Using Home Infotainment Platform.
Proceedings of the Social Informatics - Third International Conference, SocInfo 2011, 2011

2010
Electronic Program Guide for RF Fed TV Channels.
Proceedings of the Fourth UKSim European Symposium on Computer Modeling and Simulation, 2010


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