Biplab Banerjee

Orcid: 0000-0001-8371-8138

According to our database1, Biplab Banerjee authored at least 140 papers between 2010 and 2024.

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Bibliography

2024
Scaling Vision-and-Language Navigation With Offline RL.
CoRR, 2024

Domain Adaptive 3D Shape Retrieval from Monocular Images.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Physically Plausible 3D Human-Scene Reconstruction From Monocular RGB Image Using an Adversarial Learning Approach.
IEEE Robotics Autom. Lett., October, 2023

MAML-SR: Self-adaptive super-resolution networks via multi-scale optimized attention-aware meta-learning.
Pattern Recognit. Lett., September, 2023

Self-supervision assisted multimodal remote sensing image classification with coupled self-looping convolution networks.
Neural Networks, July, 2023

Multi-head attention with CNN and wavelet for classification of hyperspectral image.
Neural Comput. Appl., April, 2023

Extreme Value Meta-Learning for Few-Shot Open-Set Recognition of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023

MDFS-Net: Multidomain Few Shot Classification for Hyperspectral Images With Support Set Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2023

HAVE-Net: Hallucinated Audio-Visual Embeddings for Few-Shot Classification with Unimodal Cues.
CoRR, 2023

Efficient Curriculum based Continual Learning with Informative Subset Selection for Remote Sensing Scene Classification.
CoRR, 2023

Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment.
CoRR, 2023

MultiScale Probability Map guided Index Pooling with Attention-based learning for Road and Building Segmentation.
CoRR, 2023

MORGAN: Meta-Learning-based Few-Shot Open-Set Recognition via Generative Adversarial Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

GAF-Net: Improving the Performance of Remote Sensing Image Fusion using Novel Global Self and Cross Attention Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Contrastive Learning of Semantic Concepts for Open-set Cross-domain Retrieval.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Prototypical Quadruplet for Few-Shot Class Incremental Learning.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Transfomer Based Hyperspectral Dimensionality Reduction with Gabor Kernel CNN for Feature Extraction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Semi-Supervised Learning for Hyperspectral Images by Non Parametrically Predicting View Assignment<sup>CRediT</sup>.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Spatio-Temporal Change Detection Model For Deforestation Analysis Using Advanced Deep Learning Approaches.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing.
Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

AD-CLIP: Adapting Domains in Prompt Space Using CLIP.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Domain Adaptive Few-Shot Open-Set Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Earth on Canvas.
Dataset, January, 2022

Earth on Canvas.
Dataset, January, 2022

Earth on Canvas.
Dataset, January, 2022

Earth on Canvas.
Dataset, January, 2022

Zero-Shot Cross-Modal Retrieval for Remote Sensing Images With Minimal Supervision.
IEEE Trans. Geosci. Remote. Sens., 2022

SSMTReID-Net: Multi-Target Unsupervised Domain Adaptation for Person Re-Identification.
Pattern Recognit. Lett., 2022

SPN: Stable Prototypical Network for Few-Shot Learning-Based Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Exploring Transformer and Multilabel Classification for Remote Sensing Image Captioning.
IEEE Geosci. Remote. Sens. Lett., 2022

Dual-Path Morph-UNet for Road and Building Segmentation From Satellite Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Attention-Driven Graph Convolution Network for Remote Sensing Image Retrieval.
IEEE Geosci. Remote. Sens. Lett., 2022

A Zero-Shot Sketch-Based Intermodal Object Retrieval Scheme for Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

BDA-SketRet: Bi-level domain adaptation for zero-shot SBIR.
Neurocomputing, 2022

FRIDA - Generative feature replay for incremental domain adaptation.
Comput. Vis. Image Underst., 2022

Zero-Shot Sketch Based Image Retrieval using Graph Transformer.
CoRR, 2022

BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR.
CoRR, 2022

Few-Shot Open-Set Recognition of Hyperspectral Images with Outlier Calibration Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Semi-supervised Multi-domain Learning for Medical Image Classification.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2022

Semantics-Driven Generative Replay for Few-Shot Class Incremental Learning.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Feedback Convolution Based Autoencoder for Dimensionality Reduction in Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

RSINet: Inpainting Remotely Sensed Images Using Triple GAN Framework.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Zero-Shot Sketch Based Image Retrieval Using Graph Transformer.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Teaching CNNs to Mimic Human Visual Cognitive Process & Regularise Texture-Shape Bias.
Proceedings of the IEEE International Conference on Acoustics, 2022

Open-Set Domain Adaptation Under Few Source-Domain Labeled Samples.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Earth on Canvas.
Dataset, April, 2021

Synergistic Use of TanDEM-X and Landsat-8 Data for Crop-Type Classification and Monitoring.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Interband Retrieval and Classification Using the Multilabeled Sentinel-2 BigEarthNet Archive.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

CILEA-NET: Curriculum-Based Incremental Learning Framework for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Adaptive hybrid attention network for hyperspectral image classification.
Pattern Recognit. Lett., 2021

Empowering Knowledge Distillation via Open Set Recognition for Robust 3D Point Cloud Classification.
Pattern Recognit. Lett., 2021

BiophyNet: A Regression Network for Joint Estimation of Plant Area Index and Wet Biomass From SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2021

Improved Landcover Classification using Online Spectral Data Hallucination.
Neurocomputing, 2021

A distillation based approach for the diagnosis of diseases.
CoRR, 2021

Federated Action Recognition on Heterogeneous Embedded Devices.
CoRR, 2021

Discriminative Dictionary Design for Action Classification in Still Images and Videos.
Cogn. Comput., 2021

ADA-AT/DT: An Adversarial Approach for Cross-Domain and Cross-Task Knowledge Transfer.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Trusting Small Training Dataset for Supervised Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Bidirectional GRU Based Autoencoder for Dimensionality Reduction in Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Attention Based Convolution Autoencoder for Dimensionality Reduction in Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Attention-Driven Cross-Modal Remote Sensing Image Retrieval.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

<i>S</i><sup>3</sup> DMT-Net: improving soft sharing based multi-task CNN using task-specific distillation and cross-task interactions.
Proceedings of the ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19, 2021

Two Headed Dragons: Multimodal Fusion And Cross Modal Transactions.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Zero-Shot Remote Sensing Image Super-Resolution Based on Image Continuity and Self Tessellations.
Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021

SemGIF: A Semantics Guided Incremental Few-shot Learning Framework with Generative Replay.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
CMIR-NET : A deep learning based model for cross-modal retrieval in remote sensing.
Pattern Recognit. Lett., 2020

CrossATNet - a novel cross-attention based framework for sketch-based image retrieval.
Image Vis. Comput., 2020

A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images.
CoRR, 2020

CognitiveCNN: Mimicking Human Cognitive Models to resolve Texture-Shape Bias.
CoRR, 2020

Discriminative Dictionary Design for Action Classification in Still Images and Videos.
CoRR, 2020

Generative Model-driven Structure Aligning Discriminative Embeddings for Transductive Zero-shot Learning.
CoRR, 2020

Image-based phenotyping of diverse Rice (Oryza Sativa L.) Genotypes.
CoRR, 2020

In-season crop classification using elements of the Kennaugh matrix derived from polarimetric RADARSAT-2 SAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2020

Multimodal Noisy Segmentation based fragmented burn scars identification in Amazon Rainforest.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Generalized Zero-Shot Learning using Generated Proxy Unseen Samples and Entropy Separation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Compact Representation Learning Using Class Specific Convolution Coders - Application to Medical Image Classification.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Self-supervised Deep Learning for Flower Image Segmentation.
Proceedings of the 14th International Conference on Innovations in Information Technology, 2020

Leaf Counting in Rice (Oryza Sativa L.) Using Object Detection: A Deep Learning Approach.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Dimensionality Reduction Using 3D Residual Autoencoder for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Distilling Spikes: Knowledge Distillation in Spiking Neural Networks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

PoseCVAE: Anomalous Human Activity Detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

MT-UNET: A Novel U-Net Based Multi-Task Architecture For Visual Scene Understanding.
Proceedings of the IEEE International Conference on Image Processing, 2020

Saliency-Driven Class Impressions For Feature Visualization Of Deep Neural Networks.
Proceedings of the IEEE International Conference on Image Processing, 2020

LEt-SNE: A Hybrid Approach to Data Embedding and Visualization Of Hyperspectral Imagery.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multi-source Open-Set Deep Adversarial Domain Adaptation.
Proceedings of the Computer Vision - ECCV 2020, 2020

FusAtNet: Dual Attention based SpectroSpatial Multimodal Fusion Network for Hyperspectral and LiDAR Classification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

AdaMT-Net: An Adaptive Weight Learning Based Multi-Task Learning Model For Scene Understanding.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Simplified Framework for Zero-shot Cross-Modal Sketch Data Retrieval.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SD-MTCNN: Self-Distilled Multi-Task CNN.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
Hierarchical Metric Learning for Optical Remote Sensing Scene Categorization.
IEEE Geosci. Remote. Sens. Lett., 2019

Graph convolutional network for multi-label VHR remote sensing scene recognition.
Neurocomputing, 2019

Siamese graph convolutional network for content based remote sensing image retrieval.
Comput. Vis. Image Underst., 2019

Online Sensor Hallucination via Knowledge Distillation for Multimodal Image Classification.
CoRR, 2019

Assessment of Sentinel-1 and Sentinel-2 Satellite Imagery for Crop Classification in Indian Region During Kharif and Rabi Crop Cycles.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Crop Phenology Classification Using A Representation Learning Network From Sentinel-1 SAR Data.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Semantic Guided Deep Unsupervised Image Segmentation.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

An Adversarial Approach to Discriminative Modality Distillation for Remote Sensing Image Classification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Unsupervised Multi-source Domain Adaptation Driven by Deep Adversarial Ensemble Learning.
Proceedings of the Pattern Recognition, 2019

Class Consistency Driven Unsupervised Deep Adversarial Domain Adaptation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

A Novel Information Theoretic Cost Measure for Filtering Based Feature Selection from Hyperspectral Images.
Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

Generalized Zero-shot Learning using Open Set Recognition.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Scene Recognition From Optical Remote Sensing Images Using Mid-Level Deep Feature Mining.
IEEE Geosci. Remote. Sens. Lett., 2018

Discriminative body part interaction mining for mid-level action representation and classification.
J. Vis. Commun. Image Represent., 2018

Zero-shot Learning using Graph Regularized Latent Discriminative Cross-domain Triplets.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Discriminative Latent Visual Space For Zero-Shot Object Classification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Class Specific Coders for Hyper-Spectral Image Classification.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

News Category Network based Approach for News Source Recommendations.
Proceedings of the 2018 International Conference on Advances in Computing, 2018

Onboard Hyperspectral Image Compression Using Compressed Sensing and Deep Learning.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Structure Aligning Discriminative Latent Embedding for Zero-Shot Learning.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Hierarchical Subspace Learning Based Unsupervised Domain Adaptation for Cross-Domain Classification of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Hierarchical Metric Learning for Fine Grained Image Classification.
CoRR, 2017

A Novel Dictionary Learning based Multiple Instance Learning Approach to Action Recognition from Videos.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Discriminative Dictionary Design for Action Classification in Still Images.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Efficient pooling of image based CNN features for action recognition in videos.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Domain Adaptation in the Absence of Source Domain Labeled Samples - A Coclustering-Based Approach.
IEEE Geosci. Remote. Sens. Lett., 2016

An unsupervised hidden Markov random field based segmentation of polarimetric SAR images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Unsupervised domain adaptation without source domain training samples: a maximum margin clustering based approach.
Proceedings of the Tenth Indian Conference on Computer Vision, 2016

2015
A Novel Graph-Matching-Based Approach for Domain Adaptation in Classification of Remote Sensing Image Pair.
IEEE Trans. Geosci. Remote. Sens., 2015

A New Self-Training-Based Unsupervised Satellite Image Classification Technique Using Cluster Ensemble Strategy.
IEEE Geosci. Remote. Sens. Lett., 2015

2014
Unsupervised Multi-Spectral Satellite Image Segmentation Combining Modified Mean-Shift and a New Minimum Spanning Tree Based Clustering Technique.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Generic Land-Cover Classification Framework for Polarimetric SAR Images Using the Optimum Touzi Decomposition Parameter Subset - An Insight on Mutual Information-Based Feature Selection Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

An ant colony optimization based inter domain cluster mapping for domain adaptation in remote sensing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A novel graph matching based approach for land-cover classification of multi-temporal images.
Proceedings of the 2014 Indian Conference on Computer Vision, 2014

2013
Radon transform based edge detection for SAR imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A Novel Graph Based Clustering Technique for Hybrid Segmentation of Multi-spectral Remotely Sensed Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
Representation of desert sand dunes by surface orientations using Radon transform.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Satellite image segmentation: A novel adaptive mean-shift clustering based approach.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Automatic extraction of road segments from high resolution satellite images: a region and boundary based approach.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

2010
An Interactive Content Based Image Retrieval Method Integrating Intersection Kernel Based Support Vector Machine and Histogram Intersection Based Similarity Measure for Nearest Neighbor Ranking.
Proceedings of the Information and Communication Technologies - International Conference, 2010

Image Object Classification Using Scale Invariant Feature Transform Descriptor with Support Vector Machine Classifier with Histogram Intersection Kernel.
Proceedings of the Information and Communication Technologies - International Conference, 2010


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