177 citations
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29 papers · 1 filter
A Novel Multi-branch ConvNeXt Architecture for Identifying Subtle Pathological Features in CT Scans
Irash Perera, Uthayasanker Thayasivam
Intelligent analysis of medical imaging plays a crucial role in assisting clinical diagnosis, especially for identifying subtle pathological features. This paper introduces a novel…
Predicting Penalty Kick Direction Using Multi-Modal Deep Learning with Pose-Guided Attention
Pasindu Ranasinghe, Pamudu Ranasinghe
Penalty kicks often decide championships, yet goalkeepers must anticipate the kicker's intent from subtle biomechanical cues within a very short time window. This study introduces…
STAGNet: A Spatio-Temporal Graph and LSTM Framework for Accident Anticipation
Vipooshan Vipulananthan, Kumudu Mohottala, Kavindu Chinthana +2
Accident prediction and timely preventive actions improve road safety by reducing the risk of injury to road users and minimizing property damage. Hence, they are critical componen…
Domain-Agnostic Feature Modulation for Semi-Supervised Domain Generalization
Venuri Amarasinghe, Kalinga Bandara, Isun Randila +3
Semi-supervised domain generalization (SSDG) leverages a small fraction of labeled data alongside unlabeled data to enhance model generalization. Most of the existing SSDG methods…
Comparative Evaluation of Traditional and Deep Learning-Based Segmentation Methods for Spoil Pile Delineation Using UAV Images
Sureka Thiruchittampalam, Bikram P. Banerjee, Nancy F. Glenn +1
The stability of mine dumps is contingent upon the precise arrangement of spoil piles, taking into account their geological and geotechnical attributes. Yet, on-site characterisati…
Moving Object Based Collision-Free Video Synopsis
Anton Jeran Ratnarajah, Sahani Goonetilleke, Dumindu Tissera +2
Video synopsis, summarizing a video to generate a shorter video by exploiting the spatial and temporal redundancies, is important for surveillance and archiving. Existing trajector…