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What is travel writing? Travel writers must get to know their environment in order to provide the best details, stories and tips for readers. When we think of travel writing, many of us mentally leaf through a narrative account of a trip. Classics like Patrick Leigh Fermor's "A Time of Gifts," Dervla Murphy's "Full Tilt"or Paul Theroux's "The Great Railway Bazaar" belong in this category. Hailed as a masterpiece by some, Fermor's work is the record of a walking trip he took from Holland to what was then Constantinople in 1933 when he was just 18. In 1963, Dervla Murphy climbed onto her bicycle and pedalled alone from her native Ireland all the way to India. The journal she kept became the legendary "Full Tilt: Ireland to India with a Bicycle." Published in 1975, Paul Theroux's "The Great Railway Bazaar"epitomizes the genre, serving as an account of his train trip from London to Southeast Asia and back via Europe, the Middle East, India and Siberia. 2019); Zhong et al. Su et al. (2017); Hyun Kim et al. 2018); Chen et al. 2018) first compute optical flow between a reference frame and neighboring frames and then use the aligned observations to deblur the reference frame. Wang et al. (2019) utilizes deformable convolution to align feature maps using learnable offsets. Implicit handling of motion using recurrent networks or 3D convolution has its own drawbacks. 3D convolution Zhang et al. 2018) is computationally heavy. Introduces a large number of parameters. For recurrent architectures, the assumption that all previous frames will be automatically aligned and fused in the hidden state remains a problem for frames with large displacement. It is not very easy to extract only the relevant information from a single combined state. Finding the spatio-temporal relation is critical while fusing information as not all parts of the neighboring frames are equally informative for restoring the current frame due to varying factors such as occlusions, motion, etc. Fusion of incorrect information adversely affects reconstruction performance. tenochtitlan

















































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