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Krishnan, Kumaresh and Prabhu, Nikita and Babu, Venkatesh R (2016) ARRNET: ACTION RECOGNITION THROUGH RECURRENT NEURAL NETWORKS. In: 11th International Conference on Signal Processing and Communications (SPCOM), JUN 12-15, 2016, Indian Inst Sci, Banglore, INDIA.
Sarvadevabhatla, Ravi Kiran and Babu, Venkatesh R (2016) Analyzing Structural Characteristics of Object Category Representations From Their Semantic-part Distributions. In: 24th ACM Multimedia Conference (MM), OCT 15-19, 2016, Amsterdam, NETHERLANDS, pp. 92-96.
Sarvadevabhatla, Ravi Kiran and Meesala, Raviteja and Hegde, Manjunath and Babu, Venkatesh R (2016) Analyzing object categories via novel category ranking measures defined on visual feature embeddings. In: 10th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), DEC 18-22, 2016, Indian Inst Technol, Guwahati, INDIA.
Boominathan, Lokesh and Srinivas, Suraj and Babu, Venkatesh R (2016) Compensating for Large In-Plane Rotations in Natural Images. In: 10th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), DEC 18-22, 2016, Indian Inst Technol, Guwahati, INDIA.
Boominathan, Lokesh and Kruthiventi, Srinivas SS and Babu, Venkatesh R (2016) CrowdNet: A Deep Convolutional Network for Dense Crowd Counting. In: 24th ACM Multimedia Conference (MM), OCT 15-19, 2016, Amsterdam, NETHERLANDS, pp. 640-644.
Vengalil, Sunil Kumar and Sinha, Neelam and Kruthiventi, Srinivas S S and Babu, Venkatesh R (2016) Customizing CNNs for Blood Vessel Segmentation From Fundus Images. In: 11th International Conference on Signal Processing and Communications (SPCOM), JUN 12-15, 2016, Indian Inst Sci, Banglore, INDIA.
Chakraborty, Souradeep and Kundu, Jogendra Nath and Babu, Venkatesh R (2016) Deep Image Inpainting with Region Prediction at Hierarchical Scales. In: 10th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), DEC 18-22, 2016, Tamkang Univ, Taipei, TAIWAN.
Divakar, Nithish and Babu, Venkatesh R (2016) Denoising in a Jiffy: A Fast and GPU Friendly Algorithm for Image Denoising. In: 11th International Conference on Signal Processing and Communications (SPCOM), JUN 12-15, 2016, Indian Inst Sci, Banglore, INDIA.
Prabhakar, Ram K and Babu, Venkatesh R (2016) GHOSTING-FREE MULTI-EXPOSURE IMAGE FUSION IN GRADIENT DOMAIN. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, MAR 20-25, 2016, Shanghai, PEOPLES R CHINA, pp. 1766-1770.
Prabhakar, Ram K and Babu, Venkatesh R (2016) Ghosting Free HDR for Dynamic Scenes via Shift-maps. In: 10th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), DEC 18-22, 2016, Indian Inst Technol, Guwahati, INDIA.
Mopuri, Konda Reddy and Babu, Venkatesh R (2016) Towards Semantic Visual Representation: Augmenting Image Representation with Natural Language Descriptors. In: 10th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), DEC 18-22, 2016, Indian Inst Technol, Guwahati, INDIA.
Surya, Shiv and Babu, Venkatesh R (2016) TraCount: A Deep Convolutional Neural Network for Highly Overlapping Vehicle Counting. In: 10th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), DEC 18-22, 2016, Indian Inst Technol, Guwahati, INDIA. (In Press)
Prabhu, Nikita and Babu, Venkatesh R (2015) Attribute-Graph: A Graph based approach to Image Ranking. In: IEEE International Conference on Computer Vision, DEC 11-18, 2015, Santiago, CHILE, pp. 1071-1079.
Kruthiventi, Srinivas SS and Babu, Venkatesh R (2015) CROWD FLOW SEGMENTATION IN COMPRESSED DOMAIN USING CRF. In: IEEE International Conference on Image Processing (ICIP), SEP 27-30, 2015, Quebec City, CANADA, pp. 3417-3421.
Kruthiventi, Srinivas SS and Babu, Venkatesh R (2015) Dominant Flow Extraction and Analysis in Traffic Surveillance Videos. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), JUN 07-12, 2015, Boston, MA.
Sarvadevabhatla, Ravi Kiran and Babu, Venkatesh R (2015) Eye of the Dragon: Exploring Discriminatively Minimalist Sketch-based Abstractions for Object Categories. In: ACM International Conference on Multimedia (MM), OCT 26-30, 2015, Brisbane, AUSTRALIA, pp. 271-279.
Mopuri, Konda Reddy and Babu, Venkatesh R (2015) Object Level Deep Feature Pooling for Compact Image Representation. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), JUN 07-12, 2015, Boston, MA.
Srivatsa, Sai R and Babu, Venkatesh R (2015) SALIENT OBJECT DETECTION VIA OBJECTNESS MEASURE. In: IEEE International Conference on Image Processing (ICIP), SEP 27-30, 2015, Quebec City, CANADA, pp. 4481-4485.
Praveen, Gnana R and Babu, Venkatesh R (2014) Crowd Flow Segmentation based on Motion Vectors in H.264 Compressed Domain. In: IEEE International Conference on Electronics, Computing and Communication Technologies (IEEE CONECCT), JAN 06-07, 2014, Indian Inst Sci, Bangalore, INDIA.
Vantigodi, Suraj and Babu, Venkatesh R (2014) Entropy Constrained Exemplar-based Image Inpainting. In: International Conference on Signal Processing and Communications (SPCOM), JUL 22-25, 2014, Banaglore, INDIA.
Jith, Nirmal OU and Babu, Venkatesh R (2014) Joint Bilateral Filtering based Non-local Means Image Denoising. In: International Conference on Signal Processing and Communications (SPCOM), JUL 22-25, 2014, Banaglore, INDIA.
Jith, Nirmal OU and Ramakanth, Avinash S and Babu, Venkatesh R (2014) Optical Flow based on Approximate Nearest Neighbor Field. In: IEEE International Conference on Electronics, Computing and Communication Technologies (IEEE CONECCT), JAN 06-07, 2014, Indian Inst Sci, Bangalore, INDIA.
Ramakanth, Avinash S and Babu, Venkatesh R (2014) SeamSeg: Video Object Segmentation using Patch Seams. In: 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), JUN 23-28, 2014, Columbus, OH, pp. 376-383.
Biswas, Sovan and Babu, Venkatesh R (2014) Sparse Representation based Anomaly Detection using HOMV in H.264 Compressed Videos. In: International Conference on Signal Processing and Communications (SPCOM), JUL 22-25, 2014.
Reddy, Mopuri K and Talur, Jayasimha and Babu, Venkatesh R (2014) Sparse coding based VLAD for efficient image retrieval. In: IEEE International Conference on Electronics, Computing and Communication Technologies (IEEE CONECCT), JAN 06-07, 2014, Indian Inst Sci, Bangalore, INDIA.
Acharya, Aniruddha K and Babu, Venkatesh R (2014) VISUAL OBJECT TRACKING VIA RANDOM FERNS BASED CLASSIFICATION. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), MAY 04-09, 2014, Florence, ITALY.
Ashwini, M J and Babu, Venkatesh R and Ramakrishnan, K R (2013) CONTEXT-AWARE REAL-TIME TRACKING IN SPARSE REPRESENTATION FRAMEWORK. In: 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), SEP 15-18, 2013, Melbourne, AUSTRALIA, pp. 2450-2454.
Biswas, Sovan and Babu, Venkatesh R (2013) H.264 COMPRESSED VIDEO CLASSIFICATION USING HISTOGRAM OF ORIENTED MOTION VECTORS (HOMV). In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), MAY 26-31, 2013, Vancouver, CANADA, pp. 2040-2044.
Raja, Sreekanth and Babu, Venkatesh R (2013) A NEAR OPTIMAL PROJECTION FOR SPARSE REPRESENTATION BASED CLASSIFICATION. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), MAY 26-31, 2013, Vancouver, CANADA, pp. 2089-2093.
Babu, Venkatesh R and Suresh, S (2011) Fully complex-valued ELM classifiers for human action recognition. In: The 2011 International Joint Conference on Neural Networks (IJCNN), July 31 2011-Aug. 5 2011, San Jose, CA, USA.
Kumar, Naresh MS and Parate, Priti and Babu, Venkatesh R (2012) Fragment-based real-time object tracking: a sparse representation approach. In: 2012 19th IEEE International Conference on Image Processing (ICIP), Sept. 30 2012-Oct. 3 2012, Orlando, FL, pp. 433-436.
Vinay, Krishna G and Haque, SM and Babu, Venkatesh R and Ramakrishnan, KR (2012) HUMAN DETECTION USING SPARSE REPRESENTATION. In: IEEE International Conference on Acoustics, Speech and Signal Processing , MAR 25-30, 2012 , Kyoto, JAPAN, pp. 1513-1516.
Babu, Venkatesh R and Suresha, S (2006) GAP-RBF based NR image quality measurement for JPEG coded images. In: 5th Indian Conference on Computer Vision, Graphics and Image Processing,, Dec 13-16, 2006, Madurai, India, pp. 718-727.
Kalapriya, K and Babu, Venkatesh R and Nandy, SK (2004) Streaming Stored Playback Video Over a Peer-to-Peer Network. In: 2004 IEEE International Conference on Communications, 20-24 June, Paris, Vol.3, 1298 -1302.
Babu, Venkatesh R and Ramakrishnan, KR (2003) Compressed Domain Human Motion Recognition using Motion History Information. In: 2003 International Conference on Image Processing, ICIP, 14-17 September, Barcelona,Spain, Vol.2, 321-324.
Babu, Venkatesh R and Ramakrishnan, KR (2002) Compressed Domain Motion Segmentation for Video Object Extraction. In: 2002 IEEE International Conference on Electromagnetic Interference and Compatibility (ICASSP '02), 13-17 May, Florida,USA, Vol.4, 3788-3791.
Babu, Venkatesh R and Ramakrishnan, KR (2002) Content-Based Video Retrieval Using Motion Descriptors Extracted from Compressed Domain. In: IEEE International Symposium on Circuits and Systems, 2002. ISCAS 2002, 26-29 May, Arizona,USA, Vol.4, 141 -144.
Babu, Venkatesh R and Anantharaman, B and Ramakrishnan, KR and Srinivasan, SH (2001) Compressed Domain Action Classification Using HMM. In: IEEE Workshop on Content-Based Access of Image and Video Libraries, 2001. (CBAIVL 2001), 14 December, Kauai, Hawaii, pp. 44-49.
Mopuri, Konda Reddy and Garg, Utsav and Babu, Venkatesh R (2019) CNN Fixations: An Unraveling Approach to Visualize the Discriminative Image Regions. In: IEEE TRANSACTIONS ON IMAGE PROCESSING, 28 (4). pp. 2116-2125.
Kruthiventi, Srinivas S S and Ayush, Kumar and Babu, Venkatesh R (2017) DeepFix: A Fully Convolutional Neural Network for Predicting Human Eye Fixations. In: IEEE TRANSACTIONS ON IMAGE PROCESSING, 26 (9). pp. 4446-4456.
Vinay, Krishna G and Haque, SM and Babu, Venkatesh R and Ramakrishnan, KR (2016) Sparse representation-based human detection: a scale-embedded dictionary approach. In: SIGNAL IMAGE AND VIDEO PROCESSING, 10 (3, SI). pp. 585-592.
Babu, Venkatesh R and Tom, Manu and Wadekar, Paras (2016) A survey on compressed domain video analysis techniques. In: MULTIMEDIA TOOLS AND APPLICATIONS, 75 (2). pp. 1043-1078.
Biswas, Sovan and Babu, Venkatesh R (2015) Anomaly detection in compressed H.264/AVC video. In: MULTIMEDIA TOOLS AND APPLICATIONS, 74 (24). pp. 11099-11115.
Tom, Manu and Babu, Venkatesh R and Praveen, Gnana R (2015) Compressed domain human action recognition in H.264/AVC video streams. In: MULTIMEDIA TOOLS AND APPLICATIONS, 74 (21). pp. 9323-9338.
Babu, Venkatesh R and Rangarajan, Badrinarayanan and Sundaram, Suresh and Tom, Manu (2015) Human action recognition in H.264/AVC compressed domain using meta-cognitive radial basis function network. In: APPLIED SOFT COMPUTING, 36 . pp. 218-227.
Babu, Venkatesh R and Parate, Priti and Acharya, Aniruddha K (2015) Robust tracking with interest points: A sparse representation approach. In: IMAGE AND VISION COMPUTING, 33 . pp. 44-56.
Ramakanth, Avinash S and Babu, Venkatesh R (2015) Synthetic image super resolution using FeatureMatch. In: MULTIMEDIA TOOLS AND APPLICATIONS, 74 (17). pp. 6691-6707.
Ramakanth, Avinash S and Babu, Venkatesh R (2014) Approximate Nearest Neighbour Field based Optic Disk Detection. In: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 38 (1). pp. 49-56.
Jith, Nirmal OU and Ramakanth, Avinash S and Babu, Venkatesh R (2014) OPTICAL FLOW ESTIMATION USING APPROXIMATE NEAREST NEIGHBOR FIELD FUSION. In: IEEE .
Ramakanth, Avinash S and Babu, Venkatesh R (2014) Super Resolution Using a Single Image Dictionary. In: 2014 IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTING AND COMMUNICATION TECHNOLOGIES (IEEE CONECCT) .
Babu, Venkatesh R and Savitha, R and Suresh, S and Agarwal, Bhuvnesh (2013) Subject independent human action recognition using spatio-depth information and meta-cognitive RBF network. In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 26 (9). pp. 2010-2021.
Babu, Venkatesh R and Suresh, S and Savitha, R (2012) Human action recognition using a fast learning fully complex-valued classifier. In: NEUROCOMPUTING, 89 (15). pp. 202-212.
Babu, Venkatesh R and Perez, Patrick and Bouthemy, Patrick (2007) Robust tracking with motion estimation and local Kernel-based color modeling. In: Image and Vision Computing, 25 (8). pp. 1205-1216.
Babu, Venkatesh R and Suresh, S and Perkis, Andrew (2007) No-reference JPEG-image quality assessment using GAP-RBF. In: Signal Processing, 87 (6). pp. 1493-1503.
Babu, Venkatesh R and Ramakrishnan, KR (2007) Compressed domain video retrieval using object and global motion descriptors. In: Multimed Tools and Applications, 32 (1). pp. 93-113.
