Research Publications -@ CSE-IITM

Publications by the members of CSE Department :

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G3AN++: exploring wide GANs with complementary feature learning for video generation.

Sonam Gupta, Arti Keshari, Sukhendu Das
Appeared in ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19 - 22, 2021, pp.23:1-23:9, Dec 2021.

V3GAN: Decomposing Background, Foreground and Motion for Video Generation.

Arti Keshari, Sonam Gupta, Sukhendu Das
Appeared in 32nd British Machine Vision Conference 2021, BMVC 2021, Online, November 22-25, 2021 (BMVC 2021), pp.300, Nov 2021.

Where to Look?: Mining Complementary Image Regions for Weakly Supervised Object Localization.

Sadbhavana Babar, Sukhendu Das
Appeared in IEEE Winter Conference on Applications of Computer Vision, WACV 2021, Waikoloa, HI, USA, January 3-8, 2021 (WACV 2021), pp.1009-1018, Jan 2021.

See the Sound, Hear the Pixels.

Janani Ramaswamy, Sukhendu Das
Appeared in IEEE Winter Conference on Applications of Computer Vision, WACV 2020, Snowmass Village, CO, USA, March 1-5, 2020 (WACV 2020), pp.2959-2968, Mar 2020.

D2SC-GAN: Dual Deep-Shallow Channeled Generative Adversarial Network, for Resolving Low-Resolution Faces for Recognition in Classroom Scenarios.

Avishek Bhattacharjee, Sukhendu Das
Appeared in IEEE Trans. Biom. Behav. Identity Sci., Vol 2, pp.223-234, 2020.

SACIC: A Semantics-Aware Convolutional Image Captioner Using Multi-level Pervasive Attention.

Sandeep Narayan Parameswaran, Sukhendu Das
Appeared in Neural Information Processing - 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part III (ICONIP 2019), Lecture Notes in Computer Science, Vol 11955, pp.64-76, Dec 2019.

Motion-Based Occlusion-Aware Pixel Graph Network for Video Object Segmentation.

Saptakatha Adak, Sukhendu Das
Appeared in Neural Information Processing - 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part II (ICONIP 2019), Lecture Notes in Computer Science, Vol 11954, pp.516-527, Dec 2019.

Visual Saliency Detection via Convolutional Gated Recurrent Units.

Sayanti Bardhan, Sukhendu Das, Shibu Jacob
Appeared in Neural Information Processing - 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part II (ICONIP 2019), Lecture Notes in Computer Science, Vol 11954, pp.162-174, Dec 2019.

What's There in the Dark.

Sauradip Nag, Saptakatha Adak, Sukhendu Das
Appeared in 2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019 (ICIP 2019), pp.2996-3000, Sep 2019.

Directional Attention based Video Frame Prediction using Graph Convolutional Networks.

Prateep Bhattacharjee, Sukhendu Das
Appeared in International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019, pp.1-10, Jul 2019.

TempSeg-GAN: Segmenting Objects in Videos Adversarially using Temporal Information.

Saptakatha Adak, Sukhendu Das
Appeared in Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019, Volume 4: VISAPP, Prague, Czech Republic, February 25-27, 2019. (VISIGRAPP 2019), pp.221-232, Feb 2019.

A Bottom-Up and Top-Down Approach for Image Captioning using Transformer.

Sandeep Narayan Parameswaran, Sukhendu Das
Appeared in ICVGIP 2018: 11th Indian Conference on Computer Vision, Graphics and Image Processing, Hyderabad, India, 18-22 December, 2018 (ICVGIP 2018), pp.38:1-38:9, Dec 2018.

DP-GAN: Dual Pathway Generative Adversarial Network for Face Recognition in Degraded Scenarios.

Avishek Bhattacharjee, Samik Banerjee, Sukhendu Das
Appeared in ICVGIP 2018: 11th Indian Conference on Computer Vision, Graphics and Image Processing, Hyderabad, India, 18-22 December, 2018 (ICVGIP 2018), pp.26:1-26:9, Dec 2018.

SpoofNET: Resolving Facial Makeup based Spoofs.

Avishek Bhattacharjee, Samik Banerjee, Sukhendu Das
Appeared in ICVGIP 2018: 11th Indian Conference on Computer Vision, Graphics and Image Processing, Hyderabad, India, 18-22 December, 2018 (ICVGIP 2018), pp.24:1-24:9, Dec 2018.

VidSeg-GAN: Generative Adversarial Network for Video Object Segmentation Tasks.

Saptakatha Adak, Sukhendu Das
Appeared in ICVGIP 2018: 11th Indian Conference on Computer Vision, Graphics and Image Processing, Hyderabad, India, 18-22 December, 2018 (ICVGIP 2018), pp.28:1-28:9, Dec 2018.

Panorama from Representative Frames of Unconstrained Videos Using DiffeoMeshes.

Geethu Miriam Jacob, Sukhendu Das
Appeared in Computer Vision - ACCV 2018 - 14th Asian Conference on Computer Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers, Part III, Lecture Notes in Computer Science, Vol 11363, pp.166-182, Dec 2018.

Predicting Video Frames Using Feature Based Locally Guided Objectives.

Prateep Bhattacharjee, Sukhendu Das
Appeared in Computer Vision - ACCV 2018 - 14th Asian Conference on Computer Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers, Part IV, Lecture Notes in Computer Science, Vol 11364, pp.679-695, Dec 2018.

Large Parallax Image Stitching Using an Edge-Preserving Diffeomorphic Warping Process.

Geethu Miriam Jacob, Sukhendu Das
Appeared in Advanced Concepts for Intelligent Vision Systems, 19th International Conference, ACIVS 2018, Poitiers, France, September 24-27, 2018, Proceedings. (ACIVS 2018), pp.521-533, Sep 2018.

Deep Domain Adaptation for Face Recognition using images captured from surveillance cameras.

Samik Banerjee, Avishek Bhattacharjee, Sukhendu Das
Appeared in 2018 International Conference of the Biometrics Special Interest Group, BIOSIG 2018, Darmstadt, Germany, September 26-28, 2018 (BIOSIG 2018), pp.1-12, Sep 2018.

GreenWarps: A Two-Stage Warping Model for Stitching Images Using Diffeomorphic Meshes and Green Coordinates.

Geethu Miriam Jacob, Sukhendu Das
Appeared in Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part IV, Lecture Notes in Computer Science, Vol 11132, pp.740-744, Sep 2018.

Context Graph Based Video Frame Prediction Using Locally Guided Objective.

Prateep Bhattacharjee, Sukhendu Das
Appeared in Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part III, Lecture Notes in Computer Science, Vol 11131, pp.169-185, Sep 2018.

PosIX-GAN: Generating Multiple Poses Using GAN for Pose-Invariant Face Recognition.

Avishek Bhattacharjee, Samik Banerjee, Sukhendu Das
Appeared in Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part III, Lecture Notes in Computer Science, Vol 11131, pp.427-443, Sep 2018.

LR-GAN for degraded Face Recognition.

Samik Banerjee, Sukhendu Das
Appeared in Pattern Recognition Letters, Vol 116, pp.246-253, 2018.

MakeUpMirror: mirroring make-ups and verifying faces post make-up.

Samik Banerjee, Sukhendu Das
Appeared in IET Biometrics, Vol 7, pp.598-605, 2018.

Score-level fusion using generalized extreme value distribution and DSmT, for multi-biometric systems.

Renu Sharma, Sukhendu Das, Padmaja Joshi
Appeared in IET Biometrics, Vol 7, pp.474-481, 2018.

Mutual variation of information on transfer-CNN for face recognition with degraded probe samples.

Samik Banerjee, Sukhendu Das
Appeared in Neurocomputing, Vol 310, pp.299-315, 2018.

Dynamic Class Learning Approach for Smart CBIR.

Girraj Pahariya, Balaraman Ravindran, Sukhendu Das
Appeared in Computer Vision, Pattern Recognition, Image Processing, and Graphics - 6th National Conference, NCVPRIPG 2017, Mandi, India, December 16-19, 2017, Revised Selected Papers (NCVPRIPG 2017), Communications in Computer and Information Science, Vol 841, pp.327-337, Dec 2017.

Two-Stream Convolutional Network with Multi-level Feature Fusion for Categorization of Human Action from Videos.

Prateep Bhattacharjee, Sukhendu Das
Appeared in Pattern Recognition and Machine Intelligence - 7th International Conference, PReMI 2017, Kolkata, India, December 5-8, 2017, Proceedings, Lecture Notes in Computer Science, Vol 10597, pp.549-556, Dec 2017.

Performance of Deep Learning Algorithms vs. Shallow Models, in Extreme Conditions - Some Empirical Studies.

Samik Banerjee, Prateep Bhattacharjee, Sukhendu Das
Appeared in Pattern Recognition and Machine Intelligence - 7th International Conference, PReMI 2017, Kolkata, India, December 5-8, 2017, Proceedings, Lecture Notes in Computer Science, Vol 10597, pp.565-574, Dec 2017.

Temporal Coherency based Criteria for Predicting Video Frames using Deep Multi-stage Generative Adversarial Networks.

Prateep Bhattacharjee, Sukhendu Das
Appeared in Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA, pp.4271-4280, Dec 2017.

Moving Object Segmentation in Jittery Videos by Stabilizing Trajectories Modeled in Kendall's Shape Space.

Geethu Miriam Jacob, Sukhendu Das
Appeared in British Machine Vision Conference 2017, BMVC 2017, London, UK, September 4-7, 2017 (BMVC 2017), Sep 2017.

Moving object segmentation for jittery videos, by clustering of stabilized latent trajectories.

Geethu Miriam Jacob, Sukhendu Das
Appeared in Image Vision Comput., Vol 64, pp.10-22, 2017.

Eigen Domain Transformation for Soft-Margin Multiple Feature-Kernel Learning for Surveillance Face Recognition.

Samik Banerjee, Sukhendu Das
Appeared in Computer Vision, Graphics, and Image Processing - ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, Guwahati, India, December 19, 2016, Revised Selected Papers, Lecture Notes in Computer Science, Vol 10481, pp.180-191, Dec 2016.

Simultaneous Reconstruction of Multiple Hand Shredded Content-Less Pages Using Graph-Based Global Reassembly.

K. S. Lalitha, Sukhendu Das, Arun Menon, Koshy Varghese
Appeared in Computer Vision, Graphics, and Image Processing - ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, Guwahati, India, December 19, 2016, Revised Selected Papers, Lecture Notes in Computer Science, Vol 10481, pp.75-87, Dec 2016.

Video stabilization by procrustes analysis of trajectories.

Geethu Miriam Jacob, Sukhendu Das
Appeared in Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2016, Guwahati, Assam, India, December 18-22, 2016 (ICVGIP 2016), pp.47:1-47:8, Dec 2016.

Graph-Based Clustering for Apictorial Jigsaw Puzzles of Hand Shredded Content-less Pages.

Lalitha K. S., Sukhendu Das, Arun Menon, Koshy Varghese
Appeared in Intelligent Human Computer Interaction - 8th International Conference, IHCI 2016, Pilani, India, December 12-13, 2016, Proceedings (IHCI 2016), Lecture Notes in Computer Science, Vol 10127, pp.135-147, Dec 2016.

Soft-Margin Learning for Multiple Feature-Kernel Combinations with Domain Adaptation, for Recognition in Surveillance Face Datasets.

Samik Banerjee, Sukhendu Das
Appeared in 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2016, Las Vegas, NV, USA, June 26 - July 1, 2016, pp.237-242, Jul 2016.

Minimising disparity in distribution for unsupervised domain adaptation by preserving the local spatial arrangement of data.

Suranjana Samanta, Sukhendu Das
Appeared in IET Comput. Vis., Vol 10, pp.443-449, 2016.

Supervised framework for automatic recognition and retrieval of interaction: a framework for classification and retrieving videos with similar human interactions.

Chiranjoy Chattopadhyay, Sukhendu Das
Appeared in IET Computer Vision, Vol 10, pp.220-227, 2016.

Use of trajectory and spatiotemporal features for retrieval of videos with a prominent moving foreground object.

Chiranjoy Chattopadhyay, Sukhendu Das
Appeared in Signal, Image and Video Processing, Vol 10, pp.319-326, 2016.

Rank level fusion in multibiometric systems.

Renu Sharma, Sukhendu Das, Padmaja Joshi
Appeared in 2015 Fifth National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), Patna, India, December 16-19, 2015, pp.1-4, Dec 2015.

Score Normalization in Multimodal Systems using Generalized Extreme Value Distribution.

Renu Sharma, Sukhendu Das, Padmaja Joshi
Appeared in Proceedings of the British Machine Vision Conference 2015, BMVC 2015, Swansea, UK, September 7-10, 2015 (BMVC 2015), pp.131.1-131.12, Sep 2015.

Cognitive Inspired WOR Framework to Reveal Image Semantics, for Efficient Content Based Image Retrieval.

Nitin Gupta, Sukhendu Das, Gyanesh Dwivedi
Appeared in Proceedings of the 2nd International Conference on Perception and Machine Intelligence, Kolkata, West Bengal, India, February 26-27, 2015, pp.201-210, Feb 2015.

Unsupervised method of Domain Adaptation on representation of discriminatory regions of the face image for surveillance face datasets.

Suranjana Samanta, Samik Banerjee, Sukhendu Das
Appeared in Proceedings of the 2nd International Conference on Perception and Machine Intelligence, Kolkata, West Bengal, India, February 26-27, 2015, pp.123-132, Feb 2015.

DI-BOW: Domain Invariant Feature Descriptor Using Bag of Words.

Tirumarai Selvan, Suranjana Samanta, Sukhendu Das
Appeared in Proceedings of the 2nd International Conference on Perception and Machine Intelligence, Kolkata, West Bengal, India, February 26-27, 2015, pp.175-182, Feb 2015.

Prominent moving object segmentation from moving camera video shots using iterative energy minimization.

Chiranjoy Chattopadhyay, Sukhendu Das
Appeared in Signal, Image and Video Processing, Vol 9, pp.1927-1934, 2015.

Unsupervised domain adaptation using eigenanalysis in kernel space for categorisation tasks.

Suranjana Samanta, Sukhendu Das
Appeared in IET Image Processing, Vol 9, pp.925-930, 2015.

Extracting information from a query image, for content based image retrieval.

Nitin Gupta, Sukhendu Das, Sutanu Chakraborti
Appeared in Eighth International Conference on Advances in Pattern Recognition, ICAPR 2015, Kolkata, India, January 4-7, 2015 (ICAPR 2015), pp.1-6, Jan 2015.

Domain adaptation using weighted sub-space sampling for object categorization.

Tirumarai Selvan, Suranjana Samanta, Sukhendu Das
Appeared in Eighth International Conference on Advances in Pattern Recognition, ICAPR 2015, Kolkata, India, January 4-7, 2015 (ICAPR 2015), pp.1-5, Jan 2015.

GPU Based Particle Coding Scheme for Virtual Cutting of Meshfree Particle Systems.

Prateek Shrivastava, Sukhendu Das
Appeared in Advances in Visual Computing - 10th International Symposium, ISVC 2014, Las Vegas, NV, USA, December 8-10, 2014, Proceedings, Part I (ISVC 2014), Lecture Notes in Computer Science, Vol 8887, pp.550-559, Dec 2014.

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