Susmita Ghosh

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 41

Top Topics

Markov Random Field

Change Detection

Top Venues

Appl. Soft Comput.

Publications

Namita Jain, Susmita Ghosh, Emmett J. Ientilucci
MIclust: A Clustering Algorithm for High Dimensional Data. IGARSS (2023)
Susmita Ghosh, Abhiroop Chatterjee
Transfer-Ensemble Learning based Deep Convolutional Neural Networks for Diabetic Retinopathy Classification. CoRR (2023)
Susmita Ghosh, Abhiroop Chatterjee
Introducing Feature Attention Module on Convolutional Neural Network for Diabetic Retinopathy Detection. CoRR (2023)
Abhishek Dey, Susmita Ghosh, Emmett J. Ientilucci
A Combination of Mutual and Neighborhood Information for Band Selection in Hyperspectral Images. IGARSS (2023)
Surajit Ghosh, Arpan Dawn, Sneha Kour, Susmita Ghosh
Standardized Analysis Ready (STAR) data cube for high-resolution Flood mapping using Sentinel-1 data. CoRR (2023)
Susmita Ghosh, Abhiroop Chatterjee
T-Fusion Net: A Novel Deep Neural Network Augmented with Multiple Localizations based Spatial Attention Mechanisms for Covid-19 Detection. CoRR (2023)
Susmita Ghosh, Abhiroop Chatterjee
Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN. CoRR (2023)
Debasrita Chakraborty, Susmita Ghosh, Ashish Ghosh
Autoencoder based Hybrid Multi-Task Predictor Network for Daily Open-High-Low-Close Prices Prediction of Indian Stocks. CoRR (2022)
Debasrita Chakraborty, Susmita Ghosh, Ashish Ghosh, Emmett J. Ientilucci
Change Detection in Hyperspectral Images Using Deep Feature Extraction and Active Learning. ICONIP (7) (2022)
Abhishek Dey, Debayan Goswami, Rahul Roy, Susmita Ghosh, Yu Shrike Zhang, Jonathan H. Chan
Mutual Information and Ensemble Based Feature Recommender for Renal Cancer Stage Classification. CoRR (2022)
Namita Jain, Susmita Ghosh
An Unsupervised Band Selection Method for Hyperspectral Images Using Mutual Information Based Dependence Index. IGARSS (2022)
Vedant Anand Koranne, Emmett J. Ientilucci, Abhishek Dey, Aloke Datta, Susmita Ghosh
Segmentation of Smoke Plumes Using Fast Local Laplacian Filtering. CVIP (2) (2022)
Susmita Ghosh, Swagatam Das, Rammohan Mallipeddi
A Deep Learning Framework Integrating the Spectral and Spatial Features for Image-Assisted Medical Diagnostics. IEEE Access 9 (2021)
Debasrita Chakraborty, Debayan Goswami, Susmita Ghosh, Ashish Ghosh, Jonathan H. Chan
Combination of Transfer Learning, Recursive Learning and Ensemble Learning for Multi-Day Ahead COVID-19 Cases Prediction in India using Gated Recurrent Unit Networks. CoRR (2021)
Debasrita Chakraborty, Debayan Goswami, Ashish Ghosh, Jonathan H. Chan, Susmita Ghosh
Learning from Others: A Data Driven Transfer Learning based Daily New COVID-19 Case Prediction in India using an Ensemble of LSTM-RNNs. IAIT (2021)
Rahul Roy, Susmita Ghosh, Ashish Ghosh
Clinical ultrasound image standardization using histogram specification. Comput. Biol. Medicine 120 (2020)
Abhishek Dey, Susmita Ghosh, Ashish Ghosh
Band Elimination for Dimensionality Reduction of Hyperspectral Images using Mutual Information. IGARSS (2020)
Namita Jain, Susmita Ghosh, Ashish Ghosh, C. A. Murthy
Proprties of biclustering algorithms and a novel biclustering technique based on relative density. CoRR (2018)
Rahul Roy, Susmita Ghosh, Ashish Ghosh
Salient Object Detection based on Bayesian Surprise of Restricted Boltzmann Machine. ICVGIP (2018)
Ajoy Mondal, Ashish Ghosh, Susmita Ghosh
Scaled and oriented object tracking using ensemble of multilayer perceptrons. Appl. Soft Comput. 73 (2018)
Rahul Roy, Susmita Ghosh, Ashish Ghosh
Speckle de-noising of clinical ultrasound images based on fuzzy spel conformity in its adjacency. Appl. Soft Comput. 73 (2018)
Atanu Bhattacharya, Susmita Ghosh, Kriti Mukherjee
Multi-decadal mass budget and area change of some eastern Himalayan glaciers (Nepal-Sikkim) using remote sensing techniques. RAIT (2018)
Sima Das, Jennifer L. Leopold, Susmita Ghosh, Sajal K. Das
Graph compaction in analyzing large scale online social networks. ICC (2017)
Badri Narayan Subudhi, Susmita Ghosh, Pradipta Kumar Nanda, Ashish Ghosh
Moving object detection using spatio-temporal multilayer compound Markov Random Field and histogram thresholding based change detection. Multim. Tools Appl. 76 (11) (2017)
Prannoy Subba, Susmita Ghosh, Rahul Roy
Partitioned-Based Clustering Approaches for Single Document Extractive Text Summarization. MIKE (2017)
Ajoy Mondal, Susmita Ghosh, Ashish Ghosh
Partially Camouflaged Object Tracking using Modified Probabilistic Neural Network and Fuzzy Energy based Active Contour. Int. J. Comput. Vis. 122 (1) (2017)
Aloke Datta, Susmita Ghosh, Ashish Ghosh
Supervised Feature Extraction of Hyperspectral Images Using Partitioned Maximum Margin Criterion. IEEE Geosci. Remote. Sens. Lett. 14 (1) (2017)
Rahul Roy, Susmita Ghosh, Sung-Bae Cho, Ashish Ghosh
Despeckling with Structure Preservation in Clinical Ultrasound Images Using Historical Edge Information Weighted Regularizer. MIKE (2017)
Susmita Ghosh, Ankita Pramanik, Santi P. Maity
On Far End Saliency Detection of Images by Compressive Sensing. CICBA (1) (2017)
Badri Narayan Subudhi, Susmita Ghosh, Simon C. K. Shiu, Ashish Ghosh
Statistical feature bag based background subtraction for local change detection. Inf. Sci. 366 (2016)
Sima Das, Jennifer L. Leopold, Susmita Ghosh, Sajal K. Das
Graph Partitioning in Parallelization of Large Scale Networks. LCN (2016)
Ajoy Mondal, K. Ramachandra Murthy, Ashish Ghosh, Susmita Ghosh
Robust image segmentation using global and local fuzzy energy based active contour. FUZZ-IEEE (2016)
Sima Das, Sajal K. Das, Susmita Ghosh
Leveraging contact pattern to predict future contact pattern in mobile networks. HOTPOST@MobiHoc (2016)
Sima Das, Sajal K. Das, Susmita Ghosh
Inferring Future Links in Large Scale Networks. LCN (2016)
Badri Narayan Subudhi, Susmita Ghosh, Sung-Bae Cho, Ashish Ghosh
Integration of fuzzy Markov random field and local information for separation of moving objects and shadows. Inf. Sci. 331 (2016)
Ajoy Mondal, Susmita Ghosh, Ashish Ghosh
Efficient silhouette-based contour tracking using local information. Soft Comput. 20 (2) (2016)
Ajoy Mondal, Ashish Ghosh, Susmita Ghosh
Prototypes based discriminative appearance model for object tracking. ICVGIP (2016)
Ajoy Mondal, Susmita Ghosh, Ashish Ghosh
Robust global and local fuzzy energy based active contour for image segmentation. Appl. Soft Comput. 47 (2016)
Badri Narayan Subudhi, Susmita Ghosh, Ashish Ghosh
Application of Gibbs-Markov random field and Hopfield-type neural networks for detecting moving objects from video sequences captured by static camera. Soft Comput. 19 (10) (2015)
Moumita Roy, Farid Melgani, Ashish Ghosh, Enrico Blanzieri, Susmita Ghosh
Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns. IEEE Geosci. Remote. Sens. Lett. 12 (6) (2015)
Aloke Datta, Susmita Ghosh, Ashish Ghosh
Combination of Clustering and Ranking Techniques for Unsupervised Band Selection of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Moumita Roy, Susmita Ghosh, Ashish Ghosh
A Neural Approach Under Active Learning Mode for Change Detection in Remotely Sensed Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)
Ashish Ghosh, Ajoy Mondal, Susmita Ghosh
Erratum to "Moving object detection using Markov Random Field and Distributed Differential Evolution" [Appl. Soft Comput. 15(2014) 121-136]. Appl. Soft Comput. 17 (2014)
Ashish Ghosh, Ajoy Mondal, Susmita Ghosh
Moving object detection using Markov Random Field and Distributed Differential Evolution. Appl. Soft Comput. 15 (2014)
Susmita Ghosh, Bhaskar Bhowmick
Technological uncertainty: Exploring factors in indian start-ups. GHTC (2014)
Moumita Roy, Susmita Ghosh, Ashish Ghosh
A novel approach for change detection of remotely sensed images using semi-supervised multiple classifier system. Inf. Sci. 269 (2014)
Moumita Roy, Dipen Routaray, Susmita Ghosh, Ashish Ghosh
Ensemble of Multilayer Perceptrons for Change Detection in Remotely Sensed Images. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Susmita Ghosh, Moumita Roy, Ashish Ghosh
Semi-supervised change detection using modified self-organizing feature map neural network. Appl. Soft Comput. 15 (2014)
Badri Narayan Subudhi, Susmita Ghosh, Ashish Ghosh
Moving object detection using Gaussian background model and Wronskian framework. ICACCI (2013)
Ajoy Mondal, Susmita Ghosh, Ashish Ghosh
Efficient silhouette based contour tracking. ICACCI (2013)
Badri Narayan Subudhi, Susmita Ghosh, Ashish Ghosh
Change detection for moving object segmentation with robust background construction under Wronskian framework. Mach. Vis. Appl. 24 (4) (2013)
Moumita Roy, Anwesha Law, Susmita Ghosh
Semi-supervised Self-organizing Feature Map for Gene Expression Data Classification. PReMI (2013)
Samit Bhattacharyya, Susmita Ghosh
Oscillation in Pest Population and Its Management: A Mathematical Study. Int. J. Math. Math. Sci. 2013 (2013)
Ashish Ghosh, Aloke Datta, Susmita Ghosh
Self-adaptive differential evolution for feature selection in hyperspectral image data. Appl. Soft Comput. 13 (4) (2013)
Moumita Roy, Susmita Ghosh, Ashish Ghosh
Change detection in remotely sensed images using semi-supervised clustering algorithms. Int. J. Knowl. Eng. Soft Data Paradigms 4 (2) (2013)
Anindya Halder, Susmita Ghosh, Ashish Ghosh
Aggregation pheromone metaphor for semi-supervised classification. Pattern Recognit. 46 (8) (2013)
Badri Narayan Subudhi, Susmita Ghosh, Ashish Ghosh
Spatial constraint Hopfield-type neural networks for detecting changes in remotely sensed multitemporal images. ICIP (2013)
Aloke Datta, Susmita Ghosh, Ashish Ghosh
Band elimination of hyperspectral imagery using correlation of partitioned band images. ICACCI (2013)
Moumita Roy, Suvadeep Das, Susmita Ghosh, Ashish Ghosh
Semi-supervised Hopfield-Type Neural Network for change detection in remotely sensed images. RAIT (2012)
Ashish Ghosh, Badri Narayan Subudhi, Susmita Ghosh
Object Detection From Videos Captured by Moving Camera by Fuzzy Edge Incorporated Markov Random Field and Local Histogram Matching. IEEE Trans. Circuits Syst. Video Technol. 22 (8) (2012)
Moumita Roy, Susmita Ghosh, Ashish Ghosh
A semi-supervised change detection for remotely sensed images using ensemble classifier. IHCI (2012)
Niladri Shekhar Mishra, Susmita Ghosh, Ashish Ghosh
Semi-supervised Fuzzy Clustering Algorithms for Change Detection in Remote Sensing Images. PerMIn (2012)
Niladri Shekhar Mishra, Susmita Ghosh, Ashish Ghosh
Fuzzy clustering algorithms incorporating local information for change detection in remotely sensed images. Appl. Soft Comput. 12 (8) (2012)
Badri Narayan Subudhi, Susmita Ghosh, Ashish Ghosh
Object and shadow separation using fuzzy Markov Random Field and local gray level co-occurence matrix based textural features. ISDA (2012)
Anindya Halder, Ashish Ghosh, Susmita Ghosh
Supervised and unsupervised landuse map generation from remotely sensed images using ant based systems. Appl. Soft Comput. 11 (8) (2011)
Susmita Ghosh, Moumita Roy
Modified Self-Organizing Feature Map Neural Network with Semi-supervision for Change Detection in Remotely Sensed Images. PReMI (2011)
Aditi Mandal, Susmita Ghosh, Ashish Ghosh
Neuro-Genetic Approach for Detecting Changes in Multitemporal Remotely Sensed Images. PReMI (2011)
Ashish Ghosh, Niladri Shekhar Mishra, Susmita Ghosh
Fuzzy clustering algorithms for unsupervised change detection in remote sensing images. Inf. Sci. 181 (4) (2011)
Anindya Halder, Susmita Ghosh, Ashish Ghosh
Ant Based Semi-supervised Classification. ANTS Conference (2010)
Samit Bhattacharyya, Susmita Ghosh
Optimal Control of Vertically Transmitted Disease: An Integrated Approach. Comput. Math. Methods Medicine 2010 (4) (2010)
Anindya Halder, Ashish Ghosh, Susmita Ghosh
Aggregation Pheromone Density Based Pattern Classification. Fundam. Informaticae 92 (4) (2009)
Anindya Halder, Susmita Ghosh, Ashish Ghosh
Ant based Supervised and Unsupervised Land Use Map Generation from Remotely Sensed Images. NaBIC (2009)
Susmita Ghosh, Niladri Shekhar Mishra, Ashish Ghosh
Unsupervised Change Detection of Remotely Sensed Images Using Fuzzy Clustering. ICAPR (2009)
Susmita Ghosh, Swarnajyoti Patra, Ashish Ghosh
An unsupervised context-sensitive change detection technique based on modified self-organizing feature map neural network. Int. J. Approx. Reason. 50 (1) (2009)
Susmita Ghosh, Megha Kothari, Anindya Halder, Ashish Ghosh
Use of aggregation pheromone density for image segmentation. Pattern Recognit. Lett. 30 (10) (2009)
Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
Change Detection of Remote Sensing Images with Semi-supervised Multilayer Perceptron. Fundam. Informaticae 84 (3-4) (2008)
Ashish Ghosh, Anindya Halder, Megha Kothari, Susmita Ghosh
Aggregation pheromone density based data clustering. Inf. Sci. 178 (13) (2008)
Anindya Halder, Susmita Ghosh, Ashish Ghosh
Aggregation Pheromone Density Based Classification. ICIT (2008)
Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
Unsupervised Change Detection in Remote-Sensing Images Using Modified Self-Organizing Feature Map Neural Network. ICCTA (2007)
Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
Semi-supervised Learning with Multilayer Perceptron for Detecting Changes of Remote Sensing Images. PReMI (2007)
Susmita Ghosh, Lorenzo Bruzzone, Swarnajyoti Patra, Francesca Bovolo, Ashish Ghosh
A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks. IEEE Trans. Geosci. Remote. Sens. 45 (3) (2007)
Megha Kothari, Susmita Ghosh, Ashish Ghosh
Aggregation Pheromone Density Based Clustering. ICIT (2006)
Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
Unsupervised Change Detection in Remote-Sensing Images using One-dimensional Self-Organizing Feature Map Neural Network. ICIT (2006)
Susmita Ghosh, Megha Kothari, Ashish Ghosh
Aggregation Pheromone Density Based Image Segmentation. ICVGIP (2006)
Susmita Ghosh, Kalyan Basu, Sajal K. Das
An architecture for next-generation radio access networks. IEEE Netw. 19 (5) (2005)
Susmita Ghosh, Ashish Ghosh, Sankar K. Pal
Incorporating Ancestors' Influence in Genetic Algorithms. Appl. Intell. 18 (1) (2003)
Susmita Ghosh, Ashish Ghosh
A GA-FUZZY Approach to Evolve Hopfield Type Optimum Networks for Object Extraction. AFSS (2002)
Nikhil R. Pal, Susmita Ghosh
Some classification algorithms integrating Dempster-Shafer theory of evidence with the rank nearest neighbor rules. IEEE Trans. Syst. Man Cybern. Part A 31 (1) (2001)