Representative publications

Journals
Conferences

More details to be found at Google Scholar


Peer-reviewed journals

  1. Chaudhuri, Ushasi, Bose, Rupak, Banerjee, Biplab, Bhattacharya, Avik, Datcu, Mihai. Zero-Shot Cross-Modal Retrieval for Remote Sensing Images with Minimal Supervision. IEEE Transactions on Geoscience & Remote Sensing (TGRS), 2022.
  2. Kandala, Hitesh, Saha, Sudipan, Banerjee, Biplab, Zhu, Xiao. Exploring Transformer and multi-label classification for remote sensing image captioning. IEEE Geoscience & Remote Sensing Letters (GRSL), 2022.
  3. Rakshit, Sayan, Mohanty, Anwesh, Chavhan, Ruchika, Banerjee, Biplab, Roig, Gemma, Chaudhuri, SUbhasis. FRIDA: Generative Feature Replay for Incremental Domain Adaptation. Computer Vision & Image Understanding (CVIU), 2022.
  4. Pande, Shivam, Banerjee, Biplab. HyperLoopNet: Hyperspectral Image Classification using Multiscale Self-Looping Convolutional Networks. ISPRS Journal of Photogrametry & Remote Sensing (Elsvier), 2021.
  5. Bose, Rupak, Ashutosh, Banerjee, Biplab, Chaudhuri, Subhasis. DARK: Few-shot remote sensing colorization using label conditioned color injection. IEEE Geoscience & Remote Sensing Letters (GRSL), 2021.
  6. Chaudhuri, Ushasi, Dey, Subhadip, Banerjee, Biplab, Datcu, Mihai, Bhattacharya, Avik. Inter-band Retrieval and Classification Using the Multi-labeled Sentinel-2 BigEarthNet Archive. IEEE JSTARS, 2021.
  7. Dey, Mani Shankar, Chaudhuri, Ushasi, Banerjee, Biplab, Bhattacharya, Avik. Dual-Path Morph-UNet for Road and Building Segmentation from Satellite Images. IEEE Geoscience & Remote Sensing Letters (GRSL), 2021.
  8. Roy, Abhinaba, Banerjee, Biplab, Hossain, Amir, Poria, Soujanya. Discriminative Dictionary Design for Action Classification in Still Images and Videos. Cognitive Computation (Springer), 2021.
  9. Chaudhuri, Ushasi, Banerjee, Biplab, Bhattacharya, Avik, Datcu, Mihai. Attention Driven Graph Convolution Network for Remote Sensing Image Retrieval. IEEE Geoscience & Remote Sensing Letters (GRSL), 2021.
  10. Bhardwaj, Ayush, Pimpale, Sakshee, Kumar, Saurabh, Banerjee, Biplab. Empowering Knowledge Distillation via Open Set Recognition for 3D Point Cloud Classification. Pattern Recognition Letters (Elsvier), 2021.
  11. Dey, Subhadip, Chaudhuri, Ushasi, Bhogapurapu, Narayan, Sanchez-Lopez, Juan, Banerjee, Biplab, Bhattacharya, Avik, Mandal, Dipankar, Rao, Y.S. Synergistic Use of TanDEM-X and Landsat-8 Data for Crop-type Classification and Monitoring. IEEE JSTARS, 2021.
  12. Pal, Debabrata, Bundele, Valay, Banerjee, BiplabJeppu, Yoga. SPN: Stable Prototypical Network for Few-Shot Learning-Based Hyperspectral Image Classification. IEEE Geoscience & Remote Sensing Letters (GRSL), 2021.
  13. Bhat, Divakar, Banerjee, Biplab, Chaudhuri, Subhasis, Bhattacharya, Avik. CILEA-NET: A Curriculum-driven Incremental Learning Network for Remote Sensing Image Classification. IEEE JSTARS, 2021.
  14. Chaudhuri, Ushasi, Banerjee, Biplab, Bhattacharya, Avik, Datcu, Mihai. A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images. IEEE Geoscience & Remote Sensing Letters (GRSL), 2021.
  15. Kumar, Saurabh, Banerjee, Biplab, Chaudhuri, Subhasis. Improved Landcover Classification using Online Spectral Data Hallucination. Neurocomputing (Elsvier), 2021.
  16. Pande, Shivam, Banerjee, Biplab. daptive hybrid attention network for hyperspectral image classification. Pattern Recognition Letters (Elsvier), 2021.
  17. Chaudhuri, Ushasi, Banerjee, Biplab, Bhattacharya, Avik, Datcu, Mihai. CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval. Image Vision Computing (Elsvier), 2020.
  18. Dey, Subhadip, Chaudhuri, Ushasi, Mandal, Dipankar, Bhattacharya, Avik, Banerjee, Biplab, McNairn, Heather. BiophyNet: A Regression Network for Joint Estimation of Crop Biophysical Parameters from SAR Data. IEEE Geoscience & Remote Sensing Letters (GRSL), 2020.
  19. Chaudhuri, Ushasi, Banerjee, Biplab, Bhattacharya, Avik, Datcu, Mihai. CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing. Pattern Recognition Letter (Elsvier), 2020.
  20. Dey, Subhadip, Mandal, Dipankar, Robertson, Laura Dingle, Banerjee, Biplab, Kumar, Vineet, McNairn, Heather, Bhattacharya, Avik, Rao, Y. S. In-season crop classification using elements of the Kennaugh matrix derived from polarimetric RADARSAT-2 SAR data. International Journal of Applied Earth Observation & GeoInformation (Elsvier), 2020.
  21. Khan, Nagma, Chaudhuri, Subhasis, Banerjee, Biplab, Chaudhuri, Subhasis. Graph Convolutional Network for Multi-label VHR Remote Sensing Scene Recognition. Neurocomputing (Elsvier), 2019.
  22. Goel, Akashdeep, Banerjee, Biplab, Pizurica, Aleksandra. Hierarchical Metric Learning for Optical Remote Sensing Scene Categorization. IEEE Geoscience & Remote Sensing Letters (GRSL), 2019.
  23. Chaudhuri, Ushasi, Banerjee, Biplab, Bhattacharya, Avik. Siamese graph convolutional network for content based remote sensing image retrieval. Computer Vision and Image Understanding (Elsvier), 2019.
  24. Gupta, Swati, Banerjee, Biplab. Unsupervised Event Detection using Self-learning based Max-margin Clustering : Analysis on Streaming Tweets. IETE Journal of Research, 2018.
  25. Banerjee, Biplab, Chaudhuri, Subhasis. Scene Recognition From Optical Remote Sensing Images Using Mid-Level Deep Feature Mining. IEEE Geoscience and Remote Sensing Letters (GRSL), 2018.
  26. Roy, Abhinaba, Banerjee, Biplab, Murino, Vittorio. Discriminative Body Part Interaction Mining for Mid-Level Action Representation and Classification. Journal of Visual Communication and Image Representation (Elsvier), 2018.
  27. Banerjee, Biplab, Chaudhuri, Subhasis. Hierarchical Subspace Learning Based Unsupervised Domain Adaptation for Cross-Domain Classification of Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2017.
  28. Banerjee, Biplab, Buddhiraju, Krishna Mohan. Domain Adaptation in the Absence of Source Domain Labeled Samples - A Coclustering-Based Approach. IEEE Geoscience and Remote Sensing Letters (GRSL), 2016.
  29. Banerjee, Biplab, Bovolo, Francesca, Bhattacharya, Avik, Bruzzone, Lorenzo, Chaudhuri, Subhasis, Mohan, B Krishna. A novel graph-matching-based approach for domain adaptation in classification of remote sensing image pair. IEEE Transactions on Geoscience & Remote Sensing (TGRS), 2015.
  30. Banerjee, Biplab, Bovolo, Francesca, Bhattacharya, Avik, Bruzzone, Lorenzo, Chaudhuri, Subhasis, Mohan, B Krishna. A new self-training-based unsupervised satellite image classification technique using cluster ensemble strategy. IEEE Geoscience and Remote Sensing Letters (GRSL), 2015.
  31. Banerjee, Biplab, Varma, Surender, Buddhiraju, Krishna Mohan, Eeti, Laxmi Narayana. Unsupervised Multi-Spectral Satellite Image Segmentation Combining Modified Mean-Shift and a New Minimum Spanning Tree Based Clustering Technique. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2014.
  32. Banerjee, Biplab, Moohan, B Krishna. A novel graph based fuzzy clustering technique for unsupervised classification of remote sensing images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2014.
  33. Banerjee, Biplab, Bhattacharya, Avik, Buddhiraju, Krishna Mohan. 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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2014.
  34. Banerjee, Biplab, Buddhiraju, Krishna Mohan, Gadhiraju, Surender Varma, Eeti, Laxmi Narayana. Building extraction from high resolution multi-spectral satellite images. Urban and Regional Data Management: UDMS Annual, 2013.

Conference proceedings

  1. Agrawal, Aishwarya, Banerjee, Biplab, Cuzzolin, Fabio, Chaudhuri, Subhasis. Semantics driven Generative Replay for Few-Shot Class-Incremental Learning. ACM Multimedia, 2022.
  2. Gupta, SUmrit, Chaudhuri, Ushasi, Banerjee, Biplab. Zero-Shot Sketch Based Image Retrieval using Graph Transformer. IEEE International Conference on Pattern Recognition (ICPR), 2022.
  3. Rakshit, Sayan, Balasubramanian, S, Banerjee, Hmrishav, Bharamve, Piyush, Nandan, Sai, Banerjee, Biplab, Chaudhuri, Subhasis. Open-Set Domain Adaptation Under Few Source-Domain Labeled Samples. IEEE CVPR workshops (learning with limited labels), 2022.
  4. Mohla, Satyam, Nasery, Anshul, Banerjee, Biplab. Teaching CNNS to Mimic Human Visal Cognitive Procss & Regularize Texture-Shape Bias. IEEE ICASSP, 2022.
  5. Pal, Debabrata, Bundale, Valay, Banerjee, Biplab, Jeppy, Yogananda. Few-Shot Open-Set Recognition of Hyperspectral Images with Outlier Calibration Network. IEEE Winter Conference on Applications of Computer Vision (WACV), 2022.
  6. Pande, Shivam, Banerjee, Biplab. Feedback Convolution based Auto-encoder for Dimensionality Reduction in Hyper-spectral Images. IEEE IGARSS, 2022.
  7. Kumar, Advait, Tamboli, Dipesh, Pande, Shivam, Banerjee, Biplab. RSINET: Inpainting Remotely Sensed Images using Triplet GAN Framework. IEEE IGARSS, 2022.
  8. Bhat, Divakar, Banerjee, Biplab, Chaudhuri, Subhasis. A Semantics Guided Incremental Few-shot Learning Framework with Generative Replay. British Machine Vision Conference (BMVC), 2021.
  9. Jha, Ankit, Banerjee, Biplab, Chaudhuri, Subhasis. 𝑆3DMT-Net: Improving soft sharing based multi-task CNN using task-specific distillation and cross-task interactions. ACM ICVGIP, 2021.
  10. Bose, Rupak, Rangnekar, Vikrant, Banerjee, Biplab, Chaudhuri, Subhasis. Zero-Shot Remote Sensing Image Super-Resolution based on Image Continuity and Aelf-Tessellation. German Conference on Pattern Recognition (GCPR), 2021,
  11. Bose, Rupak, Pande, Shivam, Banerjee, Biplab. Two Headed Dragons: Multi-modal Fusion and Cross-Modal Transactions. IEEE International Conference on Image Processing (ICIP), 2021.
  12. Chavan, Ruchika, Jha, Ankit, Banerjee, Biplab, Chaudhuri, Subhasis. ADA-AT/DT: An Adversarial Approach for Cross-Domain and Cross-Task Knowledge Transfer. IEEE Winter Conference on Applications of Computer Vision (WACV), 2021.
  13. Saha, Sudipan, Banerjee, Biplab, Zhu, XiaoXiang. Trusting Small Training Dataset For Supervised Change Detection. IEEE IGARSS, 2021.
  14. Pande, Shivam, Banerjee, Biplab. Bidirectional GRU Based Auto-encoder For Dimensionality Reduction in Hyper-spectral Images. IEEE IGARSS, 2021.
  15. Pande, Shivam, Banerjee, Biplab. Attention Based Convolutional Auto-encoder For Dimensionality Reduction In Hyper-spectral Images. IEEE IGARSS, 2021.
  16. Jha, Ankit, Kumar, Awanish, Banerjee, Biplab, Namboodiri, Vinay. SD-MTCNN: Self-Distilled Multi-Task CNN. British Machine Vision Conference (BMVC), 2020.
  17. Gune, Omkar, Banerjee, Biplab, Chaudhuri, Subhasis, Cuzzolin, Fabio. Generalized Zero-Shot Learning using Generated Proxy Unseen Samples and Entropy Separation. ACM Conference on Multimedia (ACM-MM), 2020.
  18. Rakshit, Sayan, Tambboli, Dipesh, Meshram, Pragati, Banerjee, Biplab, Roig, Gemma, Chaudhuri, Subhasis. Multi-Source Open-Set Deep Adversarial Domain Adaptation. European Conference on Computer Vision (ECCV), 2020.
  19. Mohla, Satyam, Mohla, Sidharth, Guha, Anupam, Banerjee, Biplab. Multimodal Noisy Segmentation Based Fragmented Burn Scars Identification in Amazon Rainforest. IEEE Conference on Systems, Man, and Cybernatics (SMC), 2020.
  20. Jain, Yashswi, Sharma, Ashvini, Velmurugan, Rajbabu, Banerjee, Biplab. PoseCVAE: Anomalous Human Activity Detection. IEEE International Conference on Pattern Recognition (ICPR), 2020.
  21. Chavan, Ruchika, Banerjee, Biplab, Zhu, XiaoXiang, Chaudhuri, Subhasis. A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning. IEEE International Conference on Pattern Recognition (ICPR), 2020.
  22. Kushwaha, Ravi, Kumar, Saurabh, Banerjee, Biplab, Velmurugan, Rajbabu. Distilling Spikes: Knowledge Distillation in Spiking Neural Networks. IEEE International Conference on Pattern Recognition (ICPR), 2020.
  23. Jha, Ankit, Kumar, Awanish, Banerjee, Biplab, Chaudhuri, Subhasis. MT-UNET- A Novel U-Net based Multi-Task Architecture for Visual Scene Understanding. IEEE International Conference on Image Processing (ICIP), 2020.
  24. Addepalli, Sravanti, Tamboli, Dipesh, Babu, Venkatesh, Banerjee, Biplab. Saliency-Driven Class Impressions for Feature Visualization of Deep Neural Networks. IEEE International Conference on Image Processing (ICIP), 2020.
  25. Chaudhuri, Ushasi, Banerjee, Biplab, Bhattacharya, Avik, Datcu, Mihai. A Simplified framework for Zero-shot Cross-Modal Sketch Data Retrieval . IEEE Conference on Computer Vision and Pattern Recognition workshop (CVPRw - Diagram image retrieval and analysis), 2020.
  26. Mohla, Satyam, Pande, Shivam, Banerjee, Biplab, Chaudhuri, Subhasis. FusAtNet: Dual Attention based SpectroSpatial Multimodal Fusion Network for Hyperspectral and LiDAR Classification. IEEE Conference on Computer Vision and Pattern Recognition workshop (CVPRw - Perception beyond visible spectrum), 2020.
  27. Jha, Ankit, Kumar, Awanish, Banerjee, Biplab, Chaudhuri, Subhasis. AdaMT-Net: An Adaptive Weight Learning Based Multi-Task Learning Model For Scene Understanding. IEEE Conference on Computer Vision and Pattern Recognition workshop (CVPRw - Joint workshop on efficient deep learning in computer vision), 2020.
  28. Mohla, Satyam, Nasiri, Angshul, Banerjee, Biplab, Chaudhuri, Subhasis. CognitiveCNN: Mimicing Human Cognitive Models to resolve Texture-Shape Bias. International Conference on Learning Representations workshops (ICLRw), 2020.
  29. Upadhayay, Uddeshya, Banerjee, Biplab. Compact Representation Learning using Class Specific Convolution Coders - Application to Medical Image Classification. IEEE International Symposium on Biomedical Imaging (ISBI), 2020.
  30. Shukla, Megh, Banerjee, Biplab, Krishna Mohan, B. LEt-SNE: A hybrid approach to data embedding and visualization of hyperspectral imagery. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.
  31. Pande, Shivam, Banerjee, Biplab. 'Dimensionality Reduction using 3D Residual Auto-Encoder for Hyperspectral Image Classification. IEEE International Conference on Geoscience and Remote Sensing (IGARSS), 2020.
  32. Mahapatra, Aniruddha, Banerjee, Biplab. Unsupervised Domain Adaptation for Remote Sensing Images Using Metric Learning and Correlation Alignment . National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2019.
  33. Pande, Shivam, Banerjee, Avinandan, Kumar, Saurabh, Banerjee, Biplab, Chaudhuri, Subhasis. An Adversarial Approach to Discriminative Modality Distillation for Remote Sensing Image Classification. IEEE International Conference on Computer Vision workshop (ICCVw - CroMol), 2019.
  34. Rakshit, Sayan, Banerjee, Biplab, Roig, Gemma, Chaudhuri, Subhasis. Unsupervised Multi-Source Domain Adaptation Driven by Deep Adversarial Ensemble Learning. German Conference of Pattern recognition (GCPR), 2019.
  35. Saha, Sudipan, Sudhakaran, Swathikiran, Banerjee, Biplab, Pendurkar,Sumedh. Semantics Guided Deep Unsupervised Image Segmentation. International Conference on Image Analysis and Processing (ICIAP), 2019.
  36. Pendurkar, Sumedh, Saha, Sudipan, Banerjee, Biplab, Bovolo, Francesca. Single Image Super-Resolution for Optical Satellite Scenes using Deconvolution Network. International Conference on Image Analysis and Processing (ICIAP), 2019.
  37. Gune, Omkar, More, Amit, Banerjee, Biplab, Chaudhuri, Subhasis. Generalized Zero-shot Learning using Open Set Recognition. British Machine Vision Conference (BMVC), 2019.
  38. Pande, Shivam, Banerjee, Biplab, Pizurica, Aleksandra. Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification. Iberian Conference on Pattern Recognition and Image Analysis (IbPria, LNCS), 2019.
  39. Rakshit, Sayan, Ushasi, Chaudhuri, Banerjee, Biplab, Chaudhuri, Subhasis. Class Consistency Driven Deep Adversarial Domain Adaptation. IEEE Conference on Computer Vision and Pattern Recognition workshop (CVPRw - CEFRL), 2019.
  40. Gune, Omkar, Vora, Meet, Banerjee, Biplab, Chaudhuri, Subhasis. Zero-shot Learning using Graph Regularized Latent Discriminative Cross-domain Triplets. ACM Indian Conference on Vision Graphics and Image Processing (ICVGIP), 2018.
  41. Gune, Omkar, Banerjee, Biplab, Chaudhuri, Subhasis. Structure Aligning Discriminative Latent Embedding for Zero-Shot Learnings. British Machine Vision Conference (BMVC), 2018.
  42. Kumar, Saurabh, Chaudhuri, Subhasis, Banerjee, Biplab, Feroze, M. Onboard Hyperspectral Image Compression using Compressed Sensing and Deep Learning. European Conference on Computer Vision workshop (ECCVw), 2018.
  43. Roy, Abhinaba, Banerjee, Biplab, Murino, Vittorio. Discriminative Latent Visual Space For Zero-Shot Object Classification. IEEE International Conference on Pattern Recognition (ICPR), 2018.
  44. Sharma, Sanatan, Akashdeep, Goel, Gune, Omkar, Banerjee, Biplab, Chaudhuri, Subhasis. Class Specific Coders for Hyperspectral Image Classification. IEEE International Conference on Image Processing (ICIP), 2018.
  45. Banerjee, Biplab, Murino, Vittorio. Efficient pooling of image based CNN features for action recognition in videos. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017.
  46. Roy, Abhinaba, Banerjee, Biplab, Murino, Vittorio. Discriminative Dictionary Design for Action Classification in Still Images. International Conference on Image Analysis and Processing (ICIAP), 2017.
  47. Roy, Abhinaba, Banerjee, Biplab, Murino, Vittorio. A Novel Dictionary Learning based Multiple Instance Learning Approach to Action Recognition from Videos. International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2017.
  48. Saha, Sudipan, Banerjee, Biplab, Marchest, Sabbir. Image foreground extraction—A supervised framework based on region transfer. IEEE International Coference on Signal and Information Processing (IConSIP), 2016.
  49. Saha, Sudipan, Banerjee, Biplab, Marchest, Sabbir. Domain Adaptation in the Absence of Source Domain Labeled Samples—A Coclustering-Based Approach. Indian Conference on Graphics Vision and Image Processing (ICVGIP), 2016.
  50. Banerjee, Biplab, De, Shaunak, Surender, Manickam, Bhattacharya, Avik. An unsupervised hidden markov random field based segmentation of polarimetric SAR images. IEEE International Coference on Geoscience and Remote Sensing (IGARSS), 2016.
  51. Banerjee, Biplab, Buddhiraju, Krishna Mohan, Chaudhuri, Subhasis, Bhattacharya, Avik, Mohanty, Jyotirmoy. A novel graph matching based approach for land-cover classification of multi-temporal images. Indian Conference on Graphics Vision and Image Processing (ICVGIP), 2014.
  52. Banerjee, Biplab, Mishra, Pradip, Varma, Surender, Buddhiraju, Krishna Mohan. A novel graph based clustering technique for hybrid segmentation of multi-spectral remotely sensed images. International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS), 2013.
  53. Banerjee, Biplab, Buddhiraju, Siddharth, Buddhiraju, Krishna Mohan. Road Extraction from High Resolution Satellite Remote Sensing Images. Indian Conference on Graphics Vision and Image Processing (ICVGIP), 2012.