Sounak Dey

According to our database, Sounak Dey authored at least 43 papers between 2010 and 2023.

Collaborative distances:

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

2023

Online time-series forecasting using spiking reservoir.

Arun M. George, Sounak Dey, Dighanchal Banerjee, Arijit Mukherjee, Manan Suri

Neurocomputing, 2023

Mutual Information based Efficient Spike Encoding on FPGA.

Omkareshwar Gundoji, Dighanchal Banerjee, Sounak Dey, Arpan Pal

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.

Andrew Gigie, Arun M. George, Achanna Anil Kumar, Sounak Dey, Arpan Pal

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Low-Power Lossless Image Compression on Small Satellite Edge using Spiking Neural Network.

Sayan Kahali, Sounak Dey, Chetan Kadway, Arijit Mukherjee, Arpan Pal, Manan Suri

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.

Chetan Kadway, Sounak Dey, Arijit Mukherjee, Arpan Pal, Gilles Bézard

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition.

Mohamed Ali Souibgui, Ali Furkan Biten, Sounak Dey, Alicia Fornés, Yousri Kessentini, Lluís Gómez, Dimosthenis Karatzas, Josep Lladós

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Efficient Optimized Spike Encoding of Multivariate Time-series.

Dighanchal Banerjee, Sounak Dey, Arun M. George, Arijit Mukherjee

Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

EchoWrite-SNN: Acoustic Based Air-Written Shape Recognition Using Spiking Neural Networks.

Arun M. George, Andrew Gigie, Achanna Anil Kumar, Sounak Dey, Arpan Pal, K. Aditi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Efficient Time Series Classification using Spiking Reservoir.

Sounak Dey, Dighanchal Banerjee, Arun M. George, Arijit Mukherjee, Arpan Pal

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Real-time Lexicon-free Scene Text Retrieval.

Andrés Mafla, Rubèn Tito, Sounak Dey, Lluís Gómez, Marçal Rusiñol, Ernest Valveny, Dimosthenis Karatzas

Pattern Recognit., 2021

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

Pau Riba, Sounak Dey, Ali Furkan Biten, Josep Lladós

CoRR, 2021

Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval.

Andrés Mafla, Sounak Dey, Ali Furkan Biten, Lluís Gómez, Dimosthenis Karatzas

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020

Mapping between Images and Conceptual Spaces: Sketch-based Image Retrieval.

Sounak Dey

PhD thesis, 2020

Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features.

Andrés Mafla, Sounak Dey, Ali Furkan Biten, Lluís Gómez, Dimosthenis Karatzas

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.

Arun M. George, Dighanchal Banerjee, Sounak Dey, Arijit Mukherjee, P. Balamurali

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Application of Spiking Neural Networks for Action Recognition from Radar Data.

Dighanchal Banerjee, Smriti Rani, Arun M. George, Arijit Chowdhury, Sounak Dey, Arijit Mukherjee, Tapas Chakravarty, Arpan Pal

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Evaluation of word spotting under improper segmentation scenario.

Sounak Dey, Anguelos Nicolaou, Josep Lladós, Umapada Pal

Int. J. Document Anal. Recognit., 2019

A Distributed Semantic Knowledge Framework for Collaborative Robotics.

Soumyadeep Choudhury, Sounak Dey, Arijit Mukherjee

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval.

Sounak Dey, Pau Riba, Anjan Dutta, Josep Lladós, Yi-Zhe Song

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Non-deterministic Behavior of Ranking-Based Metrics When Evaluating Embeddings.

Anguelos Nicolaou, Sounak Dey, Vincent Christlein, Andreas K. Maier, Dimosthenis Karatzas

Proceedings of the Reproducible Research in Pattern Recognition, 2018

Knowledge Based Hierarchical Decomposition of Industry 4.0 Robotic Automation Tasks.

Ajay Kattepur, Sounak Dey, Balamuralidhar P

Proceedings of the IECON 2018, 2018

Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch.

Sounak Dey, Anjan Dutta, Suman K. Ghosh, Ernest Valveny, Josep Lladós, Umapada Pal

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Semantic knowledge driven utility calculation towards efficient multi-robot task allocation.

Chayan Sarkar, Sounak Dey, Marichi Agarwal

Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

Modelling HTM Learning and Prediction for Robotic Path-Learning.

Kaustab Pal, Sakyajit Bhattacharya, Sounak Dey, Arijit Mukherjee

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.

Sounak Dey, Anjan Dutta, Suman K. Ghosh, Ernest Valveny, Josep Lladós, Umapada Pal

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

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

Sounak Dey, Palaiahnakote Shivakumara, Raghunandan K. Srinivas, Umapada Pal, Tong Lu, G. Hemantha Kumar, Chee Seng Chan

Neurocomputing, 2017

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

Sounak Dey, Anjan Dutta, Juan Ignacio Toledo, Suman K. Ghosh, Josep Lladós, Umapada Pal

CoRR, 2017

Handwriting Recognition by Attribute Embedding and Recurrent Neural Networks.

Juan Ignacio Toledo, Sounak Dey, Alicia Fornés, Josep Lladós

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.

Pau Riba, Anjan Dutta, Sounak Dey, Josep Lladós, Alicia Fornés

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Bringing Back Hieroglyph.

Sounak Dey, Anjan Dutta, Josep Lladós, Umapada Pal

Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

Shallow Neural Network Model for Hand-Drawn Symbol Recognition in Multi-Writer Scenario.

Sounak Dey, Anjan Dutta, Josep Lladós, Alicia Fornés, Umapada Pal

Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

Semantic data exchange between collaborative robots in fog environment: Can CoAP be a choice?

Sounak Dey, Abhijan Bhattacharyya, Arijit Mukherjee

Proceedings of the Global Internet of Things Summit, 2017

2016

Evaluation of the Effect of Improper Segmentation on Word Spotting.

Sounak Dey, Anguelos Nicolaou, Josep Lladós, Umapada Pal

CoRR, 2016

Local Binary Pattern for Word Spotting in Handwritten Historical Document.

Sounak Dey, Anguelos Nicolaou, Josep Lladós, Umapada Pal

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

KSD: An Ontology-Driven Yet Semantically Transparent Application Development Tool.

Dibyanshu Jaiswal, Sounak Dey

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Workshops, 2016

2015

Demo: A Smart Framework for IoT Analytic Workflow Development.

Dibyanshu Jaiswal, Pubali Datta, Sounak Dey, Himadri Sekhar Paul, Tanushyam Chattopadhyay, Avik Ghose, Abhishek Singh, Arpan Pal, Arijit Mukherjee

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

A Semantic Algorithm Repository and Workflow Designer Tool: Signal Processing Use Case.

Sounak Dey, Dibyanshu Jaiswal, Himadri Sekhar Paul, Arijit Mukherjee

Proceedings of the Internet of Things. IoT Infrastructures, 2015

Organization and management of Semantic Sensor information using SSN ontology: An energy meter use case.

Sounak Dey, Dibyanshu Jaiswal, Ranjan Dasgupta, Arijit Mukherjee

Proceedings of the 9th International Conference on Sensing Technology, 2015

2014

Sensor knowledge representation with spatiotemporal annotation: An energy sensor ontology use case.

Sounak Dey, Ranjan Dasgupta

Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Capturing Semantics of Energy Meter.

Ranjan Dasgupta, Sounak Dey, Anupam Basu

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.

Ranjan Dasgupta, Sounak Dey

Proceedings of the Seventh International Conference on Sensing Technology, 2013

2011

An Interactive Social Boarding System Using Home Infotainment Platform.

Sounak Dey, Avik Ghose

Proceedings of the Social Informatics - Third International Conference, SocInfo 2011, 2011

2010

Electronic Program Guide for RF Fed TV Channels.

Tanushyam Chattopadhyay, Sounak Dey, Pritha Bhattacharya, Arpan Pal

Proceedings of the Fourth UKSim European Symposium on Computer Modeling and Simulation, 2010