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Deep Learning for Automated Screening of Tuberculosis from Indian Chest X-rays: Analysis and Update

Nov 19, 2020
Anushikha Singh, Brejesh Lall, B. K. Panigrahi, Anjali Agrawal, Anurag Agrawal, Balamugesh Thangakunam, DJ Christopher


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Deep LF-Net: Semantic Lung Segmentation from Indian Chest Radiographs Including Severely Unhealthy Images

Nov 19, 2020
Anushikha Singh, Brejesh Lall, B. K. Panigrahi, Anjali Agrawal, Anurag Agrawal, DJ Christopher, Balamugesh Thangakunam


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PerceptionGAN: Real-world Image Construction from Provided Text through Perceptual Understanding

Jul 02, 2020
Kanish Garg, Ajeet kumar Singh, Dorien Herremans, Brejesh Lall

* Proceedings of IEEE International Conference on Imaging, Vision & Pattern Recognition, (IVPR 2020, Japan) 
* Proceedings of IEEE International Conference on Imaging, Vision & Pattern Recognition, (IVPR 2020, Japan) 

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Image fusion using symmetric skip autoencodervia an Adversarial Regulariser

Jun 04, 2020
Snigdha Bhagat, S. D. Joshi, Brejesh Lall


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Deep feature fusion for self-supervised monocular depth prediction

May 16, 2020
Vinay Kaushik, Brejesh Lall

* 4 pages, 2 Tables, 2 Figures 

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Compressive sensing based privacy for fall detection

Jan 10, 2020
Ronak Gupta, Prashant Anand, Santanu Chaudhury, Brejesh Lall, Sanjay Singh

* accepted in NCVPRIPG 2019 

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Aerial multi-object tracking by detection using deep association networks

Sep 04, 2019
Ajit Jadhav, Prerana Mukherjee, Vinay Kaushik, Brejesh Lall


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Learning Activation Functions: A new paradigm for understanding Neural Networks

Jul 08, 2019
Mohit Goyal, Rajan Goyal, Brejesh Lall

* Article submitted to the Asian Conference of Machine Learning (ACML 2019) 

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Learning Activation Functions: A new paradigm of understanding Neural Networks

Jun 23, 2019
Mohit Goyal, Rajan Goyal, Brejesh Lall

* Article submitted to the Journal of Machine Learning Research (JMLR) before being uploaded on arxiv 

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Few Shot Speaker Recognition using Deep Neural Networks

Apr 17, 2019
Prashant Anand, Ajeet Kumar Singh, Siddharth Srivastava, Brejesh Lall


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VayuAnukulani: Adaptive Memory Networks for Air Pollution Forecasting

Apr 08, 2019
Divyam Madaan, Radhika Dua, Prerana Mukherjee, Brejesh Lall


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DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks

Apr 02, 2019
Prerana Mukherjee, Manoj Sharma, Megh Makwana, Ajay Pratap Singh, Avinash Upadhyay, Akkshita Trivedi, Brejesh Lall, Santanu Chaudhury


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DeepPoint3D: Learning Discriminative Local Descriptors using Deep Metric Learning on 3D Point Clouds

Mar 27, 2019
Siddharth Srivastava, Brejesh Lall


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Fast Hierarchical Depth Map Computation from Stereo

Jan 28, 2019
Vinay Kaushik, Brejesh Lall

* Submitted to International Conference on Pattern Recognition and Artificial Intelligence, 2018 

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Nrityantar: Pose oblivious Indian classical dance sequence classification system

Dec 13, 2018
Vinay Kaushik, Prerana Mukherjee, Brejesh Lall

* Eleventh Indian Conference on Computer Vision, Graphics and Image Processing 2018 

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Object cosegmentation using deep Siamese network

Mar 08, 2018
Prerana Mukherjee, Brejesh Lall, Snehith Lattupally

* Appears in International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), 2018 

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Large Scale Novel Object Discovery in 3D

Feb 20, 2018
Siddharth Srivastava, Gaurav Sharma, Brejesh Lall

* Accepted for publication at IEEE Winter Conference on Applications of Computer Vision (WACV 2018) 

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Enhanced Characterness for Text Detection in the Wild

Dec 04, 2017
Aarushi Agrawal, Prerana Mukherjee, Siddharth Srivastava, Brejesh Lall


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Object Classification using Ensemble of Local and Deep Features

Dec 04, 2017
Siddharth Srivastava, Prerana Mukherjee, Brejesh Lall, Kamlesh Jaiswal

* Accepted for publication at Ninth International Conference on Advances in Pattern Recognition 

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Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55

Oct 27, 2017
Li Yi, Lin Shao, Manolis Savva, Haibin Huang, Yang Zhou, Qirui Wang, Benjamin Graham, Martin Engelcke, Roman Klokov, Victor Lempitsky, Yuan Gan, Pengyu Wang, Kun Liu, Fenggen Yu, Panpan Shui, Bingyang Hu, Yan Zhang, Yangyan Li, Rui Bu, Mingchao Sun, Wei Wu, Minki Jeong, Jaehoon Choi, Changick Kim, Angom Geetchandra, Narasimha Murthy, Bhargava Ramu, Bharadwaj Manda, M Ramanathan, Gautam Kumar, P Preetham, Siddharth Srivastava, Swati Bhugra, Brejesh Lall, Christian Haene, Shubham Tulsiani, Jitendra Malik, Jared Lafer, Ramsey Jones, Siyuan Li, Jie Lu, Shi Jin, Jingyi Yu, Qixing Huang, Evangelos Kalogerakis, Silvio Savarese, Pat Hanrahan, Thomas Funkhouser, Hao Su, Leonidas Guibas


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Drought Stress Classification using 3D Plant Models

Oct 18, 2017
Siddharth Srivastava, Swati Bhugra, Brejesh Lall, Santanu Chaudhury

* Appears in Workshop on Computer Vision Problems in Plant Phenotyping (CVPPP), International Conference on Computer Vision (ICCV) 2017 

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3D Binary Signatures

Aug 26, 2017
Siddharth Srivastava, Brejesh Lall

* Tenth Indian Conference on Computer Vision, Graphics and Image Processing 2016 

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SalProp: Salient object proposals via aggregated edge cues

Jun 14, 2017
Prerana Mukherjee, Brejesh Lall, Sarvaswa Tandon

* 5 pages, 4 figures, accepted at ICIP 2017 

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Ranking academic institutions on potential paper acceptance in upcoming conferences

Oct 10, 2016
Jobin Wilson, Ram Mohan, Muhammad Arif, Santanu Chaudhury, Brejesh Lall

* KDD 2016, KDD Cup 2016, Appeared in the KDD Cup Workshop 2016,https://kddcup2016.azurewebsites.net/Workshop 

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Benchmarking KAZE and MCM for Multiclass Classification

May 20, 2015
Siddharth Srivastava, Prerana Mukherjee, Brejesh Lall


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Improving Collaborative Filtering based Recommenders using Topic Modelling

Feb 25, 2014
Jobin Wilson, Santanu Chaudhury, Brejesh Lall, Prateek Kapadia


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