Search Results - "Rajagopalan, A. N."
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Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-01-2020)“…This paper tackles the problem of motion deblurring of dynamic scenes. Although end-to-end fully convolutional designs have recently advanced the…”
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Conference Proceeding -
2
Identification of humans using gait
Published in IEEE transactions on image processing (01-09-2004)“…We propose a view-based approach to recognize humans from their gait. Two different image features have been considered: the width of the outer contour of the…”
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Journal Article -
3
Depth From Motion and Optical Blur With an Unscented Kalman Filter
Published in IEEE transactions on image processing (01-05-2012)“…Space-variantly blurred images of a scene contain valuable depth information. In this paper, our objective is to recover the 3-D structure of a scene from…”
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4
Shape from Sharp and Motion-Blurred Image Pair
Published in International journal of computer vision (01-05-2014)“…Motion blur due to camera shake is a common occurrence. During image capture, the apparent motion of a scene point in the image plane varies according to both…”
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5
Shape-From-Focus by Tensor Voting
Published in IEEE transactions on image processing (01-07-2012)“…In this correspondence, we address the task of recovering shape-from-focus (SFF) as a perceptual organization problem in 3-D. Using tensor voting, depth…”
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6
Localize to Binauralize: Audio Spatialization from Visual Sound Source Localization
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01-10-2021)“…Videos with binaural audios provide immersive viewing experience by enabling 3D sound sensation. Recent works attempt to generate binaural audio in a…”
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Conference Proceeding -
7
Resolution Enhancement in Multi-Image Stereo
Published in IEEE transactions on pattern analysis and machine intelligence (01-09-2010)“…Under stereo settings, the twin problems of image superresolution (SR) and high-resolution (HR) depth estimation are intertwined. The subpixel registration…”
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Harnessing Motion Blur to Unveil Splicing
Published in IEEE transactions on information forensics and security (01-04-2014)“…The extensive availability of sophisticated image editing tools has rendered it relatively easy to produce fake images. Image splicing is a form of tampering…”
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Dealing With Parallax in Shape-From-Focus
Published in IEEE transactions on image processing (01-02-2011)“…We propose a new method that extends the capability of shape-from-focus (SFF) to estimate the depth profile of 3-D objects in the presence of…”
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10
Super-Resolution of Face Images Using Kernel PCA-Based Prior
Published in IEEE transactions on multimedia (01-06-2007)“…We present a learning-based method to super-resolve face images using a kernel principal component analysis-based prior model. A prior probability is…”
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11
Superresolution of License Plates in Real Traffic Videos
Published in IEEE transactions on intelligent transportation systems (01-06-2007)“…In this paper, a novel method to enhance license plate numbers of moving vehicles in real traffic videos is proposed. A high-resolution image of the number…”
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12
Towards Unrestrained Depth Inference with Coherent Occlusion Filling
Published in International journal of computer vision (01-04-2012)“…Traditional depth estimation methods typically exploit the effect of either the variations in internal parameters such as aperture and focus (as in depth from…”
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13
Natural Matting for Degraded Pictures
Published in IEEE transactions on image processing (01-12-2011)“…A new approach for image matting is proposed based on the Kalman filter, to extract the matte and original foreground, despite the presence of noise in the…”
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14
Distortion Disentanglement and Knowledge Distillation for Satellite Image Restoration
Published in IEEE transactions on geoscience and remote sensing (2022)“…Satellite images are typically subject to multiple distortions. Different factors affect the quality of satellite images, including changes in atmosphere,…”
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15
Bringing Alive Blurred Moments
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2019)“…We present a solution for the goal of extracting a video from a single motion blurred image to sequentially reconstruct the clear views of a scene as beheld by…”
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Conference Proceeding -
16
Local Proximity for Enhanced Visibility in Haze
Published in IEEE transactions on image processing (01-01-2020)“…Atmospheric medium often constrains the visibility of outdoor scenes due to scattering of light rays. This causes attenuation in the irradiance reaching the…”
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17
Illumination-adaptive Unpaired Low-light Enhancement
Published in IEEE transactions on circuits and systems for video technology (01-08-2023)“…Supervised networks address the task of low-light enhancement using paired images. However, collecting a wide variety of low-light/clean paired images is…”
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Improving Robustness of Semantic Segmentation to Motion-Blur Using Class-Centric Augmentation
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2023)“…Semantic segmentation involves classifying each pixel into one of a pre-defined set of object/stuff classes. Such a fine-grained detection and localization of…”
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Conference Proceeding -
19
Spatially-Adaptive Image Restoration using Distortion-Guided Networks
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01-10-2021)“…We present a general learning-based solution for restoring images suffering from spatially-varying degradations. Prior approaches are typically…”
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Conference Proceeding -
20
A Recursive Filter for Despeckling SAR Images
Published in IEEE transactions on image processing (01-10-2008)“…This correspondence proposes a recursive algorithm for noise reduction in synthetic aperture radar imagery. Excellent despeckling in conjunction with feature…”
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